cognee
https://github.com/topoteretes/cognee
Python
Memory for AI Agents in 5 lines of code
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- Issues
- fix(dataset-queue): bound distinct datasets, not (task, dataset) pairs (CLO-604 / #4673)
- Hackathon [Feature]: Add incremental sync to the Notion connector
- LanceDB stores are never compacted: fragments accumulate per upsert and inflate storage, query cost and memory
- feat: enhance JsonListChunker with nested JSON support, json_path selector, and parent context
- feat(retrieval): scope lexical chunk search to node sets
- Fix/4632 graph model config
- chore(alembic): enforce generated, unique, filename-matched revision ids
- fix(retrieval): thread live node schemas into NL Cypher-generation prompt
- fix(graph): dedup skeleton neighbours by id set, not O(D^2) list scan
- Graph projection is quadratic in node degree (`add_skeleton_neighbor` scans a list)
- Docs
- Python not yet supported