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cognee: open-source AI memory platform with knowledge graph engine for agents

Cognee is an open-source Python library providing persistent long-term memory for AI agents via a self-hosted knowledge graph engine. The project has accumulated 18,495 GitHub stars with 361 added today, indicating significant community traction. It targets the agent memory problem by enabling cross-session state persistence without reliance on external managed services.