jarvis-memory/skills/qdrant-memory/SKILL.md

Qdrant Memory Skill

Vector database storage for long-term semantic memory.

What It Does

Stores conversations with embeddings for semantic search.

Commands

# Initialize collections
python3 scripts/init_kimi_memories.py
python3 scripts/init_kimi_kb.py

# Store immediately
python3 scripts/auto_store.py

# Search memories
python3 scripts/search_memories.py "your query"

# Harvest old sessions
python3 scripts/harvest_sessions.py --limit 10

Heartbeat Integration

Add to HEARTBEAT.md:

python3 /path/to/skills/qdrant-memory/scripts/daily_conversation_backup.py

Cron

# Daily backup at 3:30 AM
30 3 * * * scripts/sliding_backup.sh

Collections

• kimi_memories - Conversations
• kimi_kb - Knowledge base
• private_court_docs - Legal docs

Files

• auto_store.py - Store with embeddings
• search_memories.py - Semantic search
• init_*.py - Collection initialization
• harvest_*.py - Session harvesting
• daily_conversation_backup.py - Daily cron
• sliding_backup.sh - File backup