cognee
https://github.com/topoteretes/cognee
Python
Memory for AI Agents in 5 lines of code
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- Issues
- [Bug]: get_graph_from_model + copy_model drops user-defined DataPoint id, creating duplicate nodes in graph
- Feature/cog 4726 documentation update guides on core
- cognee-mcp: cognify tool should support batch file-path ingestion
- add missing max_completion_tokens and get_tokenizer to OpenAICompatibleEmbeddingEngine
- feat(cognee-mcp): support batch file-path ingestion in cognify tool
- Context window handling ollama fastembed
- litellm model_cost lookup overrides user's LLM_MAX_COMPLETION_TOKENS setting
- [Bug]: add_data_points crashes with asyncpg.CharacterNotInRepertoireError on documents containing null bytes (0x00)
- fix(tests): remove stale TODO and add top_k limit assertions in CompletionRetriever tests
- fix(pgvector): fix stale comment and add cross-collection score regression test (closes #2030)
- Docs
- Python not yet supported