cognee
https://github.com/topoteretes/cognee
Python
Memory for AI Agents in 5 lines of code
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- Issues
- Normalize retrieval IDs for scoring and deduplication
- fix: simplify AgentContextExtraction schema + strip unpaired UTF-16 surrogates
- [Feature]: Reuse existing extractions when the same file is added to another dataset
- feat(cognee-mcp): per-request cognee-API token in API mode (multi-user)
- fix(session): drop session-cache answers grounded in deleted graph nodes (#4030)
- [Bug]: LexicalRetriever(with_scores=True) breaks get_context_from_objects with TypeError
- [Bug]: extend_centroids_with_learning_vectors silently renumbers centroid slots on a gap, corrupting persisted centroid identity
- [Bug]: sanitize_value silently drops dict entries when keys collide after str() conversion
- feat(bots): embeddable web chat widget powered by cognee memory (#3612)
- [Bug]: Truth-subspace reranking (use_truth_weight=True) is not applied to entities/facts channels
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- Python not yet supported