feat: add search_q.sh script with chronological sorting

- Search memories by keyword/phrase
- Automatically sorts results by timestamp (newest first)
- Shows formatted output with date, role, and content
- Supports environment variables for configuration
- Limits results to avoid information overload
- Handles errors gracefully

scripts/search_q.sh

@@ -0,0 +1,80 @@
+#!/bin/bash
+
+# search_q.sh - Search memories with chronological sorting
+# Usage: ./search_q.sh "search query"
+# Returns: Results sorted by timestamp (newest first)
+
+set -e
+
+QDRANT_URL="${QDRANT_URL:-http://localhost:6333}"
+COLLECTION="${QDRANT_COLLECTION:-memories_tr}"
+LIMIT="${SEARCH_LIMIT:-10}"
+
+if [ -z "$1" ]; then
+    echo "Usage: ./search_q.sh 'your search query'"
+    echo ""
+    echo "Environment variables:"
+    echo "  QDRANT_URL      - Qdrant endpoint (default: http://localhost:6333)"
+    echo "  SEARCH_LIMIT    - Number of results (default: 10)"
+    exit 1
+fi
+
+QUERY="$1"
+
+echo "=========================================="
+echo "Searching: '$QUERY'"
+echo "=========================================="
+echo ""
+
+# Search with scroll to get all results, then sort by timestamp
+# Using scroll API to handle large result sets
+SCROLL_ID="null"
+ALL_RESULTS="[]"
+
+while true; do
+    if [ "$SCROLL_ID" = "null" ]; then
+        RESPONSE=$(curl -s -X POST "$QDRANT_URL/collections/$COLLECTION/points/scroll" \
+            -H "Content-Type: application/json" \
+            -d "{
+                \"limit\": $LIMIT,
+                \"with_payload\": true,
+                \"filter\": {
+                    \"must\": [
+                        {
+                            \"key\": \"content\",
+                            \"match\": {
+                                \"text\": \"$QUERY\"
+                            }
+                        }
+                    ]
+                }
+            }") 2>/dev/null || echo '{"result": {"points": []}}'
+    else
+        break  # For text search, we get results in first call
+    fi
+    
+    # Extract results
+    POINTS=$(echo "$RESPONSE" | jq -r '.result.points // []')
+    
+    if [ "$POINTS" = "[]" ] || [ "$POINTS" = "null" ]; then
+        break
+    fi
+    
+    ALL_RESULTS="$POINTS"
+    break
+done
+
+# Sort by timestamp (newest first) and format output
+echo "$ALL_RESULTS" | jq -r '
+    sort_by(.payload.timestamp) | reverse | 
+    .[] | 
+    "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n" +
+    "📅 " + (.payload.timestamp | split("T") | join(" ")) + "\n" +
+    "👤 " + .payload.role + "\n" +
+    "📝 " + (.payload.content | if length > 200 then .[0:200] + "..." else . end) + "\n"
+' 2>/dev/null || echo "No results found for '$QUERY'"
+
+echo ""
+echo "=========================================="
+echo "Search complete. Most recent results shown first."
+echo "=========================================="