cognee
https://github.com/topoteretes/cognee
Python
Memory for AI Agents in 5 lines of code
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- Issues
- [Bug]: get_cognify_config() is wrapped in @lru_cache, so runtime env var changes are silently ignored
- [Bug]: Foreign keys from a SQL connection string never becomes graph edges
- fix: Name text documents after their source instead of text_<md5> (CLO-1023)
- fix(visualize): Normalize offset-aware event times (CLO-1211)
- feat(mcp): Let remember() name a text upload instead of always text_<md5> (SDK-1117)
- Hackathon [Feature]: Add WooCommerce data-source connector
- Telemetry insights: 2026-10-13 — Hosted recall: 3.9% fail "dataset not found", up from 1%
- feat(memory): project guidance and session summaries (SDK-1093)
- fix: Self-heal upgraded Ladybug DBs missing the catalog-registered json extension (#5736)
- Hackathon [Feature]: Add ClinicalTrials.gov data-source connector
- Docs
- Python not yet supported