cognee
https://github.com/topoteretes/cognee
Python
Memory for AI Agents in 5 lines of code
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- Issues
- fix(retrieval): match temporal event scores by str id
- fix(retrieval): score neighborhood expansion nodes by id
- [Bug]: neighborhood re-scoring filters on belongs_to_set (node_name), so expansion nodes are never scored
- fix: resolve EmbeddingConfig dead conditional, None crash, and missing to_dict field
- fix(mcp): shrink Docker image ~16GB — drop chown layer duplication + CUDA stack (#3691)
- fix(cache): return [] not None from Redis get_latest_qa_entries on empty session
- fix(retrieval): apply truth-subspace weighting over the full candidate set (#3653)
- feat(schema): harden JSON Schema -> graph model converter + pytest matrix (#3625)
- [Docs]: Add standalone code example for Temporal Memory and time-bounded event retrieval
- fix(pipelines): log pipeline run start/complete once per run, not per data item
- Docs
- Python not yet supported