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Projects/Memory System/Memory Vector System.md

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+# Memory Vector System
+
+**Status:** Supermonkey-Powered  
+**Created:** 2026-03-02
+
+## Overview
+Local semantic memory search using SQLite + Ollama embeddings. No cloud, works offline.
+
+## Innovation
+Reads OpenClaw session transcripts (.jsonl) to auto-capture conversations every 15 messages.
+
+## Current Stats
+- Total embeddings: ~1,600+
+- Auto session snapshots: 27
+- Tracked sessions: 245
+
+## Key Files
+- `tools/session_monitor.py` - Real-time capture
+- `tools/search_memories.py` - CLI search
+- `memory_vector.py` - Core module
+
+## Full Documentation
+See: `memory/projects/memory-vector-system.md` in git repo
+
+---
+*Credit: Corey's genius idea*  
+*System: Operational*