cognee
https://github.com/topoteretes/cognee
Python
Memory for AI Agents in 5 lines of code
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- Issues
- TemporalRetriever is event-only, blocks ontology-wide temporal filtering
- cognee-cli -ui v0.5.5: Frontend fails to compile — 3 missing npm dependencies in package.json
- Refactor `get_default_tasks` to better encapsulate task retrieval logic
- Add wait condition in test_cognee_server_start to ensure cognify pipeline completes before search
- Fix `top_k` parameter behavior in `CompletionRetriever` not affecting query results
- Support `include_payload` flag in `NeptuneAnalyticsAdapter.search()` to prevent data over-fetching
- Implement `include_payload` and `node_name` filtering support for `ChromaDBAdapter.search()`
- Refactor `Neo4jAuraDevDatasetDatabaseHandler` to allow dynamic parameter forwarding and better instance naming
- feat: add data contracts system for pipeline validation
- feat: retrieve full doc or neighboring chunks via MCP
- Docs
- Python not yet supported