From 33896b5b624b0bf91747080dc15925b060a9f571 Mon Sep 17 00:00:00 2001
From: Vera-AI <vera-ai@example.com>
Date: Thu, 26 Mar 2026 14:59:53 -0500
Subject: [PATCH] Enhance Prerequisites sections with detailed setup
 instructions

---
 README.md | 75628 +++++++++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 75614 insertions(+), 14 deletions(-)

diff --git a/README.md b/README.md
index 10cb0c1..563e34f 100644
--- a/README.md
+++ b/README.md
@@ -12,6 +12,819 @@
 [![License](https://img.shields.io/badge/license-MIT-blue?style=for-the-badge)](LICENSE)
 [![Gitea](https://img.shields.io/badge/repo-Gitea-orange?style=for-the-badge)](http://10.0.0.61:3000/SpeedyFoxAi/vera-ai-v2)
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 **Vera-AI sits between your AI client and Ollama, automatically augmenting conversations with relevant context from previous sessions.**
@@ -20,6 +833,819 @@ Every conversation is stored in Qdrant vector database and retrieved contextuall
 
 </div>
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 ## 🔄 How It Works
@@ -51,12 +1677,6516 @@ Every conversation is stored in Qdrant vector database and retrieved contextuall
                        └──────────┘
 ```
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 ## 🌟 Features
 
 | Feature | Description |
-|---------|-------------|
+|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+----|
 | **🧠 Persistent Memory** | Conversations stored in Qdrant, retrieved contextually |
 | **📅 Monthly Curation** | Daily + monthly cleanup of raw memories |
 | **🔍 4-Layer Context** | System + semantic + recent + current messages |
@@ -67,12 +8197,7320 @@ Every conversation is stored in Qdrant vector database and retrieved contextuall
 
 ## 📋 Prerequisites
 
-| Requirement | Description |
-|-------------|-------------|
-| **Ollama** | LLM inference server (e.g., `http://10.0.0.10:11434`) |
-| **Qdrant** | Vector database (e.g., `http://10.0.0.22:6333`) |
-| **Docker** | Docker and Docker Compose installed |
-| **Git** | For cloning the repository |
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+----|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+----|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
 
 ---
 
@@ -132,7 +15570,4885 @@ docker compose up -d
 ### Docker Options Explained
 
 | Option | Description |
-|--------|-------------|
+|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+-----|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+----|
 | `-d` | Run detached (background) |
 | `--name VeraAI` | Container name |
 | `--restart unless-stopped` | Auto-start on boot, survive reboots |
@@ -144,6 +20460,819 @@ docker compose up -d
 | `-v ...:ro` | Config file (read-only) |
 | `-v ...:rw` | Prompts and logs (read-write) |
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 ## ⚙️ Configuration
@@ -151,7 +21280,8137 @@ docker compose up -d
 ### Environment Variables
 
 | Variable | Default | Description |
-|----------|---------|-------------|
+|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+----|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+----|
 | `APP_UID` | `999` | Container user ID (match host) |
 | `APP_GID` | `999` | Container group ID (match host) |
 | `TZ` | `UTC` | Container timezone |
@@ -249,6 +29508,819 @@ conversations with this user and can reference them contextually.
 Use the provided context to give informed, personalized responses.
 ```
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 ## 🚀 Quick Start (From Source)
@@ -280,6 +30352,819 @@ curl http://localhost:11434/
 # Expected: {"status":"ok","ollama":"reachable"}
 ```
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 ## 📖 Full Setup Guide
@@ -368,12 +31253,11394 @@ curl -X POST http://localhost:11434/api/chat \
   -d '{"model":"qwen3.5:397b-cloud","messages":[{"role":"user","content":"hello"}],"stream":false}'
 ```
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 ## 📁 Volume Mappings
 
 | Host Path | Container Path | Mode | Purpose |
-|-----------|----------------|------|---------|
+|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+-----|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+----|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---|
 | `./config/config.toml` | `/app/config/config.toml` | `ro` | Configuration |
 | `./prompts/` | `/app/prompts/` | `rw` | Curator prompts |
 | `./logs/` | `/app/logs/` | `rw` | Debug logs |
@@ -404,6 +42671,819 @@ vera-ai-v2/
 └── README.md              # This file
 ```
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 ## 🌍 Timezone Configuration
@@ -421,16 +43501,16276 @@ TZ=Europe/London        # GMT/BST
 
 **Curation Schedule:**
 | Schedule | Time | What | Frequency |
-|----------|------|------|-----------|
+|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+----|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+-----|
 | Daily | 02:00 | Recent 24h | Every day |
 | Monthly | 03:00 on 1st | ALL raw memories | 1st of month |
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 ## 🔌 API Endpoints
 
 | Endpoint | Method | Description |
-|----------|--------|-------------|
+|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+----|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+-----|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+----|
 | `/` | `GET` | Health check |
 | `/api/chat` | `POST` | Chat completion (with memory) |
 | `/api/tags` | `GET` | List available models |
@@ -447,6 +59787,819 @@ curl -X POST http://localhost:11434/curator/run
 curl -X POST "http://localhost:11434/curator/run?full=true"
 ```
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 ## 🧠 Memory System
@@ -478,7 +60631,7324 @@ curl -X POST "http://localhost:11434/curator/run?full=true"
 ### Memory Types
 
 | Type | Description | Retention |
-|------|-------------|-----------|
+|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+----|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+-----|
 | `raw` | Unprocessed conversation turns | Until curation |
 | `curated` | Cleaned Q&A pairs | Permanent |
 | `test` | Test entries | Can be ignored |
@@ -488,6 +67958,819 @@ curl -X POST "http://localhost:11434/curator/run?full=true"
 1. **Daily (02:00)**: Processes raw memories from last 24h into curated Q&A pairs
 2. **Monthly (03:00 on 1st)**: Processes ALL remaining raw memories for full cleanup
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 ## 🔧 Troubleshooting
@@ -541,6 +68824,819 @@ sudo lsof -i :11434
 # Stop conflicting service or change port in config
 ```
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 ## 🛠️ Development
@@ -569,21 +69665,6525 @@ curl -X POST http://localhost:11434/api/chat \
 curl -X POST http://localhost:11434/curator/run
 ```
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 ## 📄 License
 
 MIT License - see [LICENSE](LICENSE) file for details.
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 ## 🤝 Support
 
 | Resource | Link |
-|----------|------|
+|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+----|## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
+---|
 | **Repository** | http://10.0.0.61:3000/SpeedyFoxAi/vera-ai-v2 |
 | **Issues** | http://10.0.0.61:3000/SpeedyFoxAi/vera-ai-v2/issues |
 
+## 📋 Prerequisites
+
+### Required Services
+
+| Service | Version | Description | Install |
+|---------|---------|-------------|---------|
+| **Ollama** | 0.1.x+ | LLM inference server |  |
+| **Qdrant** | 1.6.x+ | Vector database |  |
+| **Docker** | 20.x+ | Container runtime | #!/bin/sh
+set -e
+# Docker Engine for Linux installation script.
+#
+# This script is intended as a convenient way to configure docker's package
+# repositories and to install Docker Engine, This script is not recommended
+# for production environments. Before running this script, make yourself familiar
+# with potential risks and limitations, and refer to the installation manual
+# at https://docs.docker.com/engine/install/ for alternative installation methods.
+#
+# The script:
+#
+# - Requires `root` or `sudo` privileges to run.
+# - Attempts to detect your Linux distribution and version and configure your
+#   package management system for you.
+# - Doesn't allow you to customize most installation parameters.
+# - Installs dependencies and recommendations without asking for confirmation.
+# - Installs the latest stable release (by default) of Docker CLI, Docker Engine,
+#   Docker Buildx, Docker Compose, containerd, and runc. When using this script
+#   to provision a machine, this may result in unexpected major version upgrades
+#   of these packages. Always test upgrades in a test environment before
+#   deploying to your production systems.
+# - Isn't designed to upgrade an existing Docker installation. When using the
+#   script to update an existing installation, dependencies may not be updated
+#   to the expected version, resulting in outdated versions.
+#
+# Source code is available at https://github.com/docker/docker-install/
+#
+# Usage
+# ==============================================================================
+#
+# To install the latest stable versions of Docker CLI, Docker Engine, and their
+# dependencies:
+#
+# 1. download the script
+#
+#   $ curl -fsSL https://get.docker.com -o install-docker.sh
+#
+# 2. verify the script's content
+#
+#   $ cat install-docker.sh
+#
+# 3. run the script with --dry-run to verify the steps it executes
+#
+#   $ sh install-docker.sh --dry-run
+#
+# 4. run the script either as root, or using sudo to perform the installation.
+#
+#   $ sudo sh install-docker.sh
+#
+# Command-line options
+# ==============================================================================
+#
+# --version <VERSION>
+# Use the --version option to install a specific version, for example:
+#
+#   $ sudo sh install-docker.sh --version 23.0
+#
+# --channel <stable|test>
+#
+# Use the --channel option to install from an alternative installation channel.
+# The following example installs the latest versions from the "test" channel,
+# which includes pre-releases (alpha, beta, rc):
+#
+#   $ sudo sh install-docker.sh --channel test
+#
+# Alternatively, use the script at https://test.docker.com, which uses the test
+# channel as default.
+#
+# --mirror <Aliyun|AzureChinaCloud>
+#
+# Use the --mirror option to install from a mirror supported by this script.
+# Available mirrors are "Aliyun" (https://mirrors.aliyun.com/docker-ce), and
+# "AzureChinaCloud" (https://mirror.azure.cn/docker-ce), for example:
+#
+#   $ sudo sh install-docker.sh --mirror AzureChinaCloud
+#
+# --setup-repo
+#
+# Use the --setup-repo option to configure Docker's package repositories without
+# installing Docker packages. This is useful when you want to add the repository
+# but install packages separately:
+#
+#   $ sudo sh install-docker.sh --setup-repo
+#
+# Automatic Service Start
+#
+# By default, this script automatically starts the Docker daemon and enables the docker
+# service after installation if systemd is used as init.
+#
+# If you prefer to start the service manually, use the --no-autostart option:
+#
+#   $ sudo sh install-docker.sh --no-autostart
+#
+# Note: Starting the service requires appropriate privileges to manage system services.
+#
+# ==============================================================================
+
+
+# Git commit from https://github.com/docker/docker-install when
+# the script was uploaded (Should only be modified by upload job):
+SCRIPT_COMMIT_SHA="f381ee68b32e515bb4dc034b339266aff1fbc460"
+
+# strip "v" prefix if present
+VERSION="${VERSION#v}"
+
+# The channel to install from:
+#   * stable
+#   * test
+DEFAULT_CHANNEL_VALUE="stable"
+if [ -z "$CHANNEL" ]; then
+	CHANNEL=$DEFAULT_CHANNEL_VALUE
+fi
+
+DEFAULT_DOWNLOAD_URL="https://download.docker.com"
+if [ -z "$DOWNLOAD_URL" ]; then
+	DOWNLOAD_URL=$DEFAULT_DOWNLOAD_URL
+fi
+
+DEFAULT_REPO_FILE="docker-ce.repo"
+if [ -z "$REPO_FILE" ]; then
+	REPO_FILE="$DEFAULT_REPO_FILE"
+	# Automatically default to a staging repo fora
+	# a staging download url (download-stage.docker.com)
+	case "$DOWNLOAD_URL" in
+		*-stage*) REPO_FILE="docker-ce-staging.repo";;
+	esac
+fi
+
+mirror=''
+DRY_RUN=${DRY_RUN:-}
+REPO_ONLY=${REPO_ONLY:-0}
+NO_AUTOSTART=${NO_AUTOSTART:-0}
+while [ $# -gt 0 ]; do
+	case "$1" in
+		--channel)
+			CHANNEL="$2"
+			shift
+			;;
+		--dry-run)
+			DRY_RUN=1
+			;;
+		--mirror)
+			mirror="$2"
+			shift
+			;;
+		--version)
+			VERSION="${2#v}"
+			shift
+			;;
+		--setup-repo)
+			REPO_ONLY=1
+			shift
+			;;
+		--no-autostart)
+			NO_AUTOSTART=1
+			;;
+		--*)
+			echo "Illegal option $1"
+			;;
+	esac
+	shift $(( $# > 0 ? 1 : 0 ))
+done
+
+case "$mirror" in
+	Aliyun)
+		DOWNLOAD_URL="https://mirrors.aliyun.com/docker-ce"
+		;;
+	AzureChinaCloud)
+		DOWNLOAD_URL="https://mirror.azure.cn/docker-ce"
+		;;
+	"")
+		;;
+	*)
+		>&2 echo "unknown mirror '$mirror': use either 'Aliyun', or 'AzureChinaCloud'."
+		exit 1
+		;;
+esac
+
+case "$CHANNEL" in
+	stable|test)
+		;;
+	*)
+		>&2 echo "unknown CHANNEL '$CHANNEL': use either stable or test."
+		exit 1
+		;;
+esac
+
+command_exists() {
+	command -v "$@" > /dev/null 2>&1
+}
+
+# version_gte checks if the version specified in $VERSION is at least the given
+# SemVer (Maj.Minor[.Patch]), or CalVer (YY.MM) version.It returns 0 (success)
+# if $VERSION is either unset (=latest) or newer or equal than the specified
+# version, or returns 1 (fail) otherwise.
+#
+# examples:
+#
+# VERSION=23.0
+# version_gte 23.0  // 0 (success)
+# version_gte 20.10 // 0 (success)
+# version_gte 19.03 // 0 (success)
+# version_gte 26.1  // 1 (fail)
+version_gte() {
+	if [ -z "$VERSION" ]; then
+			return 0
+	fi
+	version_compare "$VERSION" "$1"
+}
+
+# version_compare compares two version strings (either SemVer (Major.Minor.Path),
+# or CalVer (YY.MM) version strings. It returns 0 (success) if version A is newer
+# or equal than version B, or 1 (fail) otherwise. Patch releases and pre-release
+# (-alpha/-beta) are not taken into account
+#
+# examples:
+#
+# version_compare 23.0.0 20.10 // 0 (success)
+# version_compare 23.0 20.10   // 0 (success)
+# version_compare 20.10 19.03  // 0 (success)
+# version_compare 20.10 20.10  // 0 (success)
+# version_compare 19.03 20.10  // 1 (fail)
+version_compare() (
+	set +x
+
+	yy_a="$(echo "$1" | cut -d'.' -f1)"
+	yy_b="$(echo "$2" | cut -d'.' -f1)"
+	if [ "$yy_a" -lt "$yy_b" ]; then
+		return 1
+	fi
+	if [ "$yy_a" -gt "$yy_b" ]; then
+		return 0
+	fi
+	mm_a="$(echo "$1" | cut -d'.' -f2)"
+	mm_b="$(echo "$2" | cut -d'.' -f2)"
+
+	# trim leading zeros to accommodate CalVer
+	mm_a="${mm_a#0}"
+	mm_b="${mm_b#0}"
+
+	if [ "${mm_a:-0}" -lt "${mm_b:-0}" ]; then
+		return 1
+	fi
+
+	return 0
+)
+
+is_dry_run() {
+	if [ -z "$DRY_RUN" ]; then
+		return 1
+	else
+		return 0
+	fi
+}
+
+is_wsl() {
+	case "$(uname -r)" in
+	*microsoft* ) true ;; # WSL 2
+	*Microsoft* ) true ;; # WSL 1
+	* ) false;;
+	esac
+}
+
+is_darwin() {
+	case "$(uname -s)" in
+	*darwin* ) true ;;
+	*Darwin* ) true ;;
+	* ) false;;
+	esac
+}
+
+deprecation_notice() {
+	distro=$1
+	distro_version=$2
+	echo
+	printf "DEPRECATION WARNING
+"
+	printf "    This Linux distribution (%s %s) reached end-of-life and is no longer supported by this script.
+" "$distro" "$distro_version"
+	echo   "    No updates or security fixes will be released for this distribution, and users are recommended"
+	echo   "    to upgrade to a currently maintained version of $distro."
+	echo
+	printf   "Press Ctrl+C now to abort this script, or wait for the installation to continue."
+	echo
+	sleep 10
+}
+
+get_distribution() {
+	lsb_dist=""
+	# Every system that we officially support has /etc/os-release
+	if [ -r /etc/os-release ]; then
+		lsb_dist="$(. /etc/os-release && echo "$ID")"
+	fi
+	# Returning an empty string here should be alright since the
+	# case statements don't act unless you provide an actual value
+	echo "$lsb_dist"
+}
+
+start_docker_daemon() {
+	# Use systemctl if available (for systemd-based systems)
+	if command_exists systemctl; then
+		is_dry_run || >&2 echo "Using systemd to manage Docker service"
+		if (
+			is_dry_run || set -x
+			$sh_c systemctl enable --now docker.service 2>/dev/null
+		); then
+			is_dry_run || echo "INFO: Docker daemon enabled and started" >&2
+		else
+			is_dry_run || echo "WARNING: unable to enable the docker service" >&2
+		fi
+	else
+		# No service management available (container environment)
+		if ! is_dry_run; then
+			>&2 echo "Note: Running in a container environment without service management"
+			>&2 echo "Docker daemon cannot be started automatically in this environment"
+			>&2 echo "The Docker packages have been installed successfully"
+		fi
+	fi
+	>&2 echo
+}
+
+echo_docker_as_nonroot() {
+	if is_dry_run; then
+		return
+	fi
+	if command_exists docker && [ -e /var/run/docker.sock ]; then
+		(
+			set -x
+			$sh_c 'docker version'
+		) || true
+	fi
+
+	# intentionally mixed spaces and tabs here -- tabs are stripped by "<<-EOF", spaces are kept in the output
+	echo
+	echo "================================================================================"
+	echo
+	if version_gte "20.10"; then
+		echo "To run Docker as a non-privileged user, consider setting up the"
+		echo "Docker daemon in rootless mode for your user:"
+		echo
+		echo "    dockerd-rootless-setuptool.sh install"
+		echo
+		echo "Visit https://docs.docker.com/go/rootless/ to learn about rootless mode."
+		echo
+	fi
+	echo
+	echo "To run the Docker daemon as a fully privileged service, but granting non-root"
+	echo "users access, refer to https://docs.docker.com/go/daemon-access/"
+	echo
+	echo "WARNING: Access to the remote API on a privileged Docker daemon is equivalent"
+	echo "         to root access on the host. Refer to the 'Docker daemon attack surface'"
+	echo "         documentation for details: https://docs.docker.com/go/attack-surface/"
+	echo
+	echo "================================================================================"
+	echo
+}
+
+# Check if this is a forked Linux distro
+check_forked() {
+
+	# Check for lsb_release command existence, it usually exists in forked distros
+	if command_exists lsb_release; then
+		# Check if the `-u` option is supported
+		set +e
+		lsb_release -a -u > /dev/null 2>&1
+		lsb_release_exit_code=$?
+		set -e
+
+		# Check if the command has exited successfully, it means we're in a forked distro
+		if [ "$lsb_release_exit_code" = "0" ]; then
+			# Print info about current distro
+			cat <<-EOF
+			You're using '$lsb_dist' version '$dist_version'.
+			EOF
+
+			# Get the upstream release info
+			lsb_dist=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'id' | cut -d ':' -f 2 | tr -d '[:space:]')
+			dist_version=$(lsb_release -a -u 2>&1 | tr '[:upper:]' '[:lower:]' | grep -E 'codename' | cut -d ':' -f 2 | tr -d '[:space:]')
+
+			# Print info about upstream distro
+			cat <<-EOF
+			Upstream release is '$lsb_dist' version '$dist_version'.
+			EOF
+		else
+			if [ -r /etc/debian_version ] && [ "$lsb_dist" != "ubuntu" ] && [ "$lsb_dist" != "raspbian" ]; then
+				if [ "$lsb_dist" = "osmc" ]; then
+					# OSMC runs Raspbian
+					lsb_dist=raspbian
+				else
+					# We're Debian and don't even know it!
+					lsb_dist=debian
+				fi
+				dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+				case "$dist_version" in
+					13|14|forky)
+						dist_version="trixie"
+					;;
+					12)
+						dist_version="bookworm"
+					;;
+					11)
+						dist_version="bullseye"
+					;;
+					10)
+						dist_version="buster"
+					;;
+					9)
+						dist_version="stretch"
+					;;
+					8)
+						dist_version="jessie"
+					;;
+				esac
+			fi
+		fi
+	fi
+}
+
+do_install() {
+	echo "# Executing docker install script, commit: $SCRIPT_COMMIT_SHA"
+
+	if command_exists docker; then
+		cat >&2 <<-'EOF'
+			Warning: the "docker" command appears to already exist on this system.
+
+			If you already have Docker installed, this script can cause trouble, which is
+			why we're displaying this warning and provide the opportunity to cancel the
+			installation.
+
+			If you installed the current Docker package using this script and are using it
+			again to update Docker, you can ignore this message, but be aware that the
+			script resets any custom changes in the deb and rpm repo configuration
+			files to match the parameters passed to the script.
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	user="$(id -un 2>/dev/null || true)"
+
+	sh_c='sh -c'
+	if [ "$user" != 'root' ]; then
+		if command_exists sudo; then
+			sh_c='sudo -E sh -c'
+		elif command_exists su; then
+			sh_c='su -c'
+		else
+			cat >&2 <<-'EOF'
+			Error: this installer needs the ability to run commands as root.
+			We are unable to find either "sudo" or "su" available to make this happen.
+			EOF
+			exit 1
+		fi
+	fi
+
+	if is_dry_run; then
+		sh_c="echo"
+	fi
+
+	# perform some very rudimentary platform detection
+	lsb_dist=$( get_distribution )
+	lsb_dist="$(echo "$lsb_dist" | tr '[:upper:]' '[:lower:]')"
+
+	if is_wsl; then
+		echo
+		echo "WSL DETECTED: We recommend using Docker Desktop for Windows."
+		echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop/"
+		echo
+		cat >&2 <<-'EOF'
+
+			You may press Ctrl+C now to abort this script.
+		EOF
+		( set -x; sleep 20 )
+	fi
+
+	case "$lsb_dist" in
+
+		ubuntu)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --codename | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/lsb-release ]; then
+				dist_version="$(. /etc/lsb-release && echo "$DISTRIB_CODENAME")"
+			fi
+		;;
+
+		debian|raspbian)
+			dist_version="$(sed 's/\/.*//' /etc/debian_version | sed 's/\..*//')"
+			case "$dist_version" in
+				13)
+					dist_version="trixie"
+				;;
+				12)
+					dist_version="bookworm"
+				;;
+				11)
+					dist_version="bullseye"
+				;;
+				10)
+					dist_version="buster"
+				;;
+				9)
+					dist_version="stretch"
+				;;
+				8)
+					dist_version="jessie"
+				;;
+			esac
+		;;
+
+		centos|rhel)
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+		*)
+			if command_exists lsb_release; then
+				dist_version="$(lsb_release --release | cut -f2)"
+			fi
+			if [ -z "$dist_version" ] && [ -r /etc/os-release ]; then
+				dist_version="$(. /etc/os-release && echo "$VERSION_ID")"
+			fi
+		;;
+
+	esac
+
+	# Check if this is a forked Linux distro
+	check_forked
+
+	# Print deprecation warnings for distro versions that recently reached EOL,
+	# but may still be commonly used (especially LTS versions).
+	case "$lsb_dist.$dist_version" in
+		centos.8|centos.7|rhel.7)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		debian.buster|debian.stretch|debian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		raspbian.buster|raspbian.stretch|raspbian.jessie)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.focal|ubuntu.bionic|ubuntu.xenial|ubuntu.trusty)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		ubuntu.oracular|ubuntu.mantic|ubuntu.lunar|ubuntu.kinetic|ubuntu.impish|ubuntu.hirsute|ubuntu.groovy|ubuntu.eoan|ubuntu.disco|ubuntu.cosmic)
+			deprecation_notice "$lsb_dist" "$dist_version"
+			;;
+		fedora.*)
+			if [ "$dist_version" -lt 41 ]; then
+				deprecation_notice "$lsb_dist" "$dist_version"
+			fi
+			;;
+	esac
+
+	# Run setup for each distro accordingly
+	case "$lsb_dist" in
+		ubuntu|debian|raspbian)
+			pre_reqs="ca-certificates curl"
+			apt_repo="deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.asc] $DOWNLOAD_URL/linux/$lsb_dist $dist_version $CHANNEL"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c 'apt-get -qq update >/dev/null'
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pre_reqs >/dev/null"
+				$sh_c 'install -m 0755 -d /etc/apt/keyrings'
+				$sh_c "curl -fsSL "$DOWNLOAD_URL/linux/$lsb_dist/gpg" -o /etc/apt/keyrings/docker.asc"
+				$sh_c "chmod a+r /etc/apt/keyrings/docker.asc"
+				$sh_c "echo "$apt_repo" > /etc/apt/sources.list.d/docker.list"
+				$sh_c 'apt-get -qq update >/dev/null'
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					# Will work for incomplete versions IE (17.12), but may not actually grab the "latest" if in the test channel
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/~ce~.*/g' | sed 's/-/.*/g')"
+					search_command="apt-cache madison docker-ce | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst apt-cache madison results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+							search_command="apt-cache madison docker-ce-cli | grep '$pkg_pattern' | head -1 | awk '{\$1=\$1};1' | cut -d' ' -f 3"
+							echo "INFO: $search_command"
+							cli_pkg_version="=$($sh_c "$search_command")"
+					fi
+					pkg_version="=$pkg_version"
+				fi
+			fi
+			(
+				pkgs="docker-ce${pkg_version%=}"
+				if version_gte "18.09"; then
+						# older versions didn't ship the cli and containerd as separate packages
+						pkgs="$pkgs docker-ce-cli${cli_pkg_version%=} containerd.io"
+				fi
+				if version_gte "20.10"; then
+						pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin"
+				fi
+				if version_gte "28.2"; then
+						pkgs="$pkgs docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "DEBIAN_FRONTEND=noninteractive apt-get -y -qq install $pkgs >/dev/null"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		centos|fedora|rhel)
+			if [ "$(uname -m)" = "s390x" ]; then
+				echo "Effective v27.5, please consult RHEL distro statement for s390x support."
+				exit 1
+			fi
+			repo_file_url="$DOWNLOAD_URL/linux/$lsb_dist/$REPO_FILE"
+			(
+				if ! is_dry_run; then
+					set -x
+				fi
+				if command_exists dnf5; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "dnf5 config-manager addrepo --overwrite --save-filename=docker-ce.repo --from-repofile='$repo_file_url'"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf5 config-manager setopt "docker-ce-*.enabled=0""
+						$sh_c "dnf5 config-manager setopt "docker-ce-$CHANNEL.enabled=1""
+					fi
+					$sh_c "dnf makecache"
+				elif command_exists dnf; then
+					$sh_c "dnf -y -q --setopt=install_weak_deps=False install dnf-plugins-core"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "dnf config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "dnf config-manager --set-disabled "docker-ce-*""
+						$sh_c "dnf config-manager --set-enabled "docker-ce-$CHANNEL""
+					fi
+					$sh_c "dnf makecache"
+				else
+					$sh_c "yum -y -q install yum-utils"
+					$sh_c "rm -f /etc/yum.repos.d/docker-ce.repo  /etc/yum.repos.d/docker-ce-staging.repo"
+					$sh_c "yum-config-manager --add-repo $repo_file_url"
+
+					if [ "$CHANNEL" != "stable" ]; then
+						$sh_c "yum-config-manager --disable "docker-ce-*""
+						$sh_c "yum-config-manager --enable "docker-ce-$CHANNEL""
+					fi
+					$sh_c "yum makecache"
+				fi
+			)
+
+			if [ "$REPO_ONLY" = "1" ]; then
+				exit 0
+			fi
+
+			pkg_version=""
+			if command_exists dnf; then
+				pkg_manager="dnf"
+				pkg_manager_flags="-y -q --best"
+			else
+				pkg_manager="yum"
+				pkg_manager_flags="-y -q"
+			fi
+			if [ -n "$VERSION" ]; then
+				if is_dry_run; then
+					echo "# WARNING: VERSION pinning is not supported in DRY_RUN"
+				else
+					if [ "$lsb_dist" = "fedora" ]; then
+						pkg_suffix="fc$dist_version"
+					else
+						pkg_suffix="el"
+					fi
+					pkg_pattern="$(echo "$VERSION" | sed 's/-ce-/\.ce.*/g' | sed 's/-/.*/g').*$pkg_suffix"
+					search_command="$pkg_manager list --showduplicates docker-ce | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+					pkg_version="$($sh_c "$search_command")"
+					echo "INFO: Searching repository for VERSION '$VERSION'"
+					echo "INFO: $search_command"
+					if [ -z "$pkg_version" ]; then
+						echo
+						echo "ERROR: '$VERSION' not found amongst $pkg_manager list results"
+						echo
+						exit 1
+					fi
+					if version_gte "18.09"; then
+						# older versions don't support a cli package
+						search_command="$pkg_manager list --showduplicates docker-ce-cli | grep '$pkg_pattern' | tail -1 | awk '{print \$2}'"
+						cli_pkg_version="$($sh_c "$search_command" | cut -d':' -f 2)"
+					fi
+					# Cut out the epoch and prefix with a '-'
+					pkg_version="-$(echo "$pkg_version" | cut -d':' -f 2)"
+				fi
+			fi
+			(
+				pkgs="docker-ce$pkg_version"
+				if version_gte "18.09"; then
+					# older versions didn't ship the cli and containerd as separate packages
+					if [ -n "$cli_pkg_version" ]; then
+						pkgs="$pkgs docker-ce-cli-$cli_pkg_version containerd.io"
+					else
+						pkgs="$pkgs docker-ce-cli containerd.io"
+					fi
+				fi
+				if version_gte "20.10"; then
+					pkgs="$pkgs docker-compose-plugin docker-ce-rootless-extras$pkg_version"
+				fi
+				if version_gte "23.0"; then
+						pkgs="$pkgs docker-buildx-plugin docker-model-plugin"
+				fi
+				if ! is_dry_run; then
+					set -x
+				fi
+				$sh_c "$pkg_manager $pkg_manager_flags install $pkgs"
+			)
+			if [ "$NO_AUTOSTART" != "1" ]; then
+				start_docker_daemon
+			fi
+			echo_docker_as_nonroot
+			exit 0
+			;;
+		sles)
+			echo "Effective v27.5, please consult SLES distro statement for s390x support."
+			exit 1
+			;;
+		*)
+			if [ -z "$lsb_dist" ]; then
+				if is_darwin; then
+					echo
+					echo "ERROR: Unsupported operating system 'macOS'"
+					echo "Please get Docker Desktop from https://www.docker.com/products/docker-desktop"
+					echo
+					exit 1
+				fi
+			fi
+			echo
+			echo "ERROR: Unsupported distribution '$lsb_dist'"
+			echo
+			exit 1
+			;;
+	esac
+	exit 1
+}
+
+# wrapped up in a function so that we have some protection against only getting
+# half the file during "curl | sh"
+do_install |
+| **Docker Compose** | 2.x+ | Orchestration | Included with Docker |
+
+### System Requirements
+
+| Requirement | Minimum | Recommended |
+|-------------|---------|-------------|
+| **CPU** | 2 cores | 4+ cores |
+| **RAM** | 2 GB | 4+ GB |
+| **Disk** | 1 GB | 5+ GB |
+| **Network** | Port 11434 | Host network |
+
+### Ollama Setup
+
+{"models":[{"name":"llama3.1:latest","model":"llama3.1:latest","modified_at":"2026-03-26T14:59:17.141729878-05:00","size":4920753328,"digest":"46e0c10c039e019119339687c3c1757cc81b9da49709a3b3924863ba87ca666e","details":{"parent_model":"","format":"gguf","family":"llama","families":["llama"],"parameter_size":"8.0B","quantization_level":"Q4_K_M"}},{"name":"snowflake-arctic-embed2:latest","model":"snowflake-arctic-embed2:latest","modified_at":"2026-03-26T14:58:50.391127533-05:00","size":1160296718,"digest":"5de93a84837d0ff00da872e90830df5d973f616cbf1e5c198731ab19dd7b776b","details":{"parent_model":"","format":"gguf","family":"bert","families":["bert"],"parameter_size":"566.70M","quantization_level":"F16"}},{"name":"nomic-embed-text:latest","model":"nomic-embed-text:latest","modified_at":"2026-03-21T08:55:18.703642528-05:00","size":274302450,"digest":"0a109f422b47e3a30ba2b10eca18548e944e8a23073ee3f3e947efcf3c45e59f","details":{"parent_model":"","format":"gguf","family":"nomic-bert","families":["nomic-bert"],"parameter_size":"137M","quantization_level":"F16"}},{"name":"minimax-m2.7:cloud","model":"minimax-m2.7:cloud","remote_model":"minimax-m2.7","remote_host":"https://ollama.com:443","modified_at":"2026-03-19T12:54:37.332332328-05:00","size":375,"digest":"06daa293c105f0bd71fd19420e4d15cae66cc5f71cb8f55b4f998e96ec8ab67a","details":{"parent_model":"","format":"","family":"minimax","families":["minimax"],"parameter_size":"","quantization_level":""}},{"name":"qwen3.5:397b-cloud","model":"qwen3.5:397b-cloud","remote_model":"qwen3.5:397b","remote_host":"https://ollama.com:443","modified_at":"2026-03-04T20:57:48.627931737-06:00","size":346,"digest":"a7bf6f7891c3c5189353c5e330f57563991f5cceabbe830c941619f24dc4dbca","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"glm-5:cloud","model":"glm-5:cloud","remote_model":"glm-5","remote_host":"https://ollama.com:443","modified_at":"2026-02-17T12:27:11.834399489-06:00","size":323,"digest":"c313cd06593533865448bd609a95c40c6e13d87ddf2daeb3b8f342e1a6c34794","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"minimax-m2.5:cloud","model":"minimax-m2.5:cloud","remote_model":"minimax-m2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-14T07:37:47.657046538-06:00","size":337,"digest":"c0d5751c800fd16b7cd21fce68e99e0db6d489d7196794f9a46b97b2f97036f5","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}},{"name":"kimi-k2.5:cloud","model":"kimi-k2.5:cloud","remote_model":"kimi-k2.5","remote_host":"https://ollama.com:443","modified_at":"2026-02-08T09:34:18.222097441-06:00","size":340,"digest":"6d1c3246c6080b61c87b543323760b8f36cb68cf4473080b9429d09e2a73ddb7","details":{"parent_model":"","format":"","family":"","families":null,"parameter_size":"","quantization_level":""}}]}
+
+### Qdrant Setup
+
+
+
+### Embedding Models
+
+| Model | Dimensions | Notes |
+|-------|------------|-------|
+|  | 1024 | **Recommended** |
+|  | 768 | Alternative |
+|  | 1024 | Fast |
+
+### Network Architecture
+
+
+
+### Pre-Flight Checklist
+
+- [ ] Docker installed ()
+- [ ] Ollama running ()
+- [ ] Qdrant running ()
+- [ ] Embedding model pulled ()
+- [ ] UID/GID noted (uid=0(root) gid=0(root) groups=0(root),990(ollama) command)
+
 ---
 
 <div align="center">