forked from Rockachopa/Timmy-time-dashboard
b2f12ca97c
Consolidates 3 separate memory databases (semantic_memory.db, swarm.db memory_entries, brain.db) into a single data/memory.db with facts, chunks, and episodes tables. Key changes: - Add unified schema (timmy/memory/unified.py) with 3 core tables - Redirect vector_store.py and semantic_memory.py to memory.db - Add thought distillation: every Nth thought extracts lasting facts - Enrich agent context with known facts in system prompt - Add memory_forget tool for removing outdated memories - Unify embeddings: vector_store delegates to semantic_memory.embed_text - Bridge spark events to unified event log - Add pruning for thoughts and events with configurable retention - Add data migration script (timmy/memory_migrate.py) - Deprecate brain.memory in favor of unified system Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>