cognee
https://github.com/topoteretes/cognee
Python
Memory for AI Agents in 5 lines of code
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- Issues
- fix(engine): guard falsy metadata in get_embeddable_property_names
- fix(vector): report LanceDB dimension mismatches
- [Bug]: retrieval has no relevance floor — every query returns top_k results (distance filtering reverted in #4379)
- [Security]: User-supplied SQL connection strings enable arbitrary local-file and internal-network access
- fix(graph): separate edge type and instance indexes
- [Bug]: Concurrent web scraping bypasses configured per-domain crawl delay
- [Bug]: Empty response-schema unions raise TypeError instead of HTTP 422
- fix(embeddings): honor tokenizer overrides across engines
- [Bug]: per-edge `edge_text` defeats EdgeType dedup — `EdgeType_relationship_name` stores one embedding per edge instance
- [Bug]: PGVectorAdapter never creates an ANN index — every similarity search is a full sequential scan
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- Python not yet supported