Memory Mesh
Local AI memory hub combining SQLite and ChromaDB hybrid search with 47 data connectors, real-time file monitoring, and 15 MCP tools for persistent cross-session memory.
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Memory Mesh indexes personal files into a local SQLite and ChromaDB hybrid search engine, enabling AI agents to maintain persistent memory across sessions without cloud dependencies. Hybrid search combines dense embeddings with BM25 sparse retrieval, re-ranked by a cross-encoder. Fifteen tools support reading, writing, and querying memories across 47 file format connectors including text, PDF, code, email, and browser history. Real-time file watching with SHA-256 deduplication keeps the index current. No telemetry and no data leaves the machine.
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