cognee
https://github.com/topoteretes/cognee
Python
Memory for AI Agents in 5 lines of code
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- Issues
- [Bug]: SQL query filter drops the WHERE clause and mis-reads schema-qualified table names in DLT ingestion
- Hackathon: Memory inspector CLI — cognee inspect (browse stored memory)
- Hackathon: Contradiction & dedup resolution — Approach A: deterministic key-based merging
- Hackathon: Contradiction & dedup resolution — Approach B: embedding-similarity clustering
- Hackathon: Contradiction & dedup resolution — Approach C: LLM-judge canonicalization
- Hackathon: Provenance by default — Option 2: first-class lineage subgraph (competition — best wins)
- Hackathon: Benchmark cognee (Python) under Kafka-fed streaming ingestion — cross-SDK with cognee-rs
- Hackathon: Portable governance — export permission model + decision/rejection audit trail with the graph (RFC + spike)
- Hackathon: Dataset versioning/snapshots/undo-forget — Approach 1: run-ledger time-travel (competition — best wins)
- Hackathon: Dataset versioning/snapshots/undo-forget — Approach 2: copy-on-write versioned graph (MVCC) (competition — best wins)
- Docs
- Python not yet supported