GitHub: https://github.com/zanfiel/engram
Live demo: https://demo.engram.lol/gui (password: demo)
Built a memory server that gives AI agents long-term memory
across sessions. Store what they learn, search by meaning,
recall relevant context automatically.
- Embeddings run locally (MiniLM-L6) — no OpenAI key needed
- Single SQLite file — no vector database required
- Auto-linking builds a knowledge graph between memories
- Versioning, deduplication, auto-forget
- Four-layer recall: static facts + semantic + importance + recency
- WebGL graph visualization built in
- TypeScript and Python SDKs
One file, docker compose up, done. MIT licensed.
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