cognee
https://github.com/topoteretes/cognee
Python
Memory for AI Agents in 5 lines of code
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- Issues
- fix(recall): reject empty response-schema unions with 422
- Pre-publication review: our reading of Cognee's entity identity path (corrections welcome by 2026-08-30)
- feat(chunking): support nested JSON arrays with indexed context
- 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
- Docs
- Python not yet supported