cognee
https://github.com/topoteretes/cognee
Python
Memory for AI Agents in 5 lines of code
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- Issues
- 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
- Fix: PGVectorAdapter never creates an ANN index
- LanceError: Spill has sent an error — also reproduces out-of-process and at 384/512-dim (not just uvicorn + 1024-dim)
- fix: Return single task result from run_tasks_parallel
- [Bug]: run_tasks_parallel returns an empty list when given a single task
- LanceDB merge_insert 'Spill has sent an error' with 1024-dim custom embeddings — only inside uvicorn server; same pipeline succeeds out-of-process
- [Bug]: recall ratifies affirmative/keyword queries as stored facts — and can harden them (e.g. 'added to watch list' becomes 'merged')
- Skills page silently truncates at 200 skills — frontend sends no limit/offset while `GET /v1/skills` defaults to `limit=200`
- Docs
- Python not yet supported