Koko210/miku-discord - miku-discord - Koko210Tea

Koko210/miku-discord

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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.

2026-02-03 23:17:27 +02:00

sentence-transformers>=2.2.0