cognee

Open-source memory layer for agents: an extract–cognify–load pipeline that turns your data into a queryable knowledge graph plus vector store, so agents recall facts and relationships across sessions instead of re-reading context.

memoryragworkflowpython

Stars: 33k
Adoption surface: slightly complex
Autonomy: n/a
Recovery: n/a
License: ✅ open-source
Category: Memory and state

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