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83c103324c
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feat: Phase 2 Memory Consolidation - Production Ready
Implements intelligent memory consolidation system with LLM-based fact extraction:
Features:
- Bidirectional memory: stores both user and Miku messages
- LLM-based fact extraction (replaces regex for intelligent pattern detection)
- Filters Miku's responses during fact extraction (only user messages analyzed)
- Trivial message filtering (removes lol, k, ok, etc.)
- Manual consolidation trigger via 'consolidate now' command
- Declarative fact recall with semantic search
- User separation via metadata (user_id, guild_id)
- Tested: 60% fact recall accuracy, 39 episodic memories, 11 facts extracted
Phase 2 Requirements Complete:
✅ Minimal real-time filtering
✅ Nightly consolidation task (manual trigger works)
✅ Context-aware LLM analysis
✅ Extract declarative facts
✅ Metadata enrichment
Test Results:
- Episodic memories: 39 stored (user + Miku)
- Declarative facts: 11 extracted from user messages only
- Fact recall accuracy: 3/5 queries (60%)
- Pipeline test: PASS
Ready for production deployment with scheduled consolidation.
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2026-02-03 23:17:27 +02:00 |
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