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README.md

Cognee Logo

Build AI memory with a Memory Platform that learns

Cognee is an open-source memory platform for Agents that lets you ingest data in any format or structure and continuously learns to provide the right context for AI agents. It combines vector search, graph databases and cognitive science approaches to make your documents both searchable by meaning and connected by relationships as they change and evolve. Our solution is deployable on your own infrastructure or in any cloud, and hosted Cloud.

Homepage · Quick-start

Join Community · Discuss on Reddit · Subscribe Newsletter


🚀 What Cognee provides – cognee

  • Knowledge infrastructure — unified ingestion, graph/vector search, runs locally, ontology grounding, multimodal
  • Persistent and Learning Agents - learn from feedback, context management, cross-agent knowledge sharing
  • Reliable and Trustworthy Agents - agentic user/tenant isolation, traceability, OTEL collector, audit traits

🛠 Ecosystem repos

Repo What it’s for
cognee Base SDK and example dataset and pipelines to get started with cognee
cognee-community Community-maintained plugins & add-ons
awesome-ai-memory Curated list of tools in AI-memory space
cognee-integrations Cognee integration with Claude Code, Codex, OpenClaw

📚 Docs & guides

  • Docs: – tutorials, how-to guides, all you need to know
  • Website: – announcements & use cases & partners & more
  • Blog – technical deep-dives, fundamentals, case studies...

🖇 Community

Discord • Reddit r/AIMemory • Twitter • LinkedIn • Tiktok • Substack

Contact [email protected]

🤝 Contributing

We love PRs! See CONTRIBUTING.md and check out issues labeled good-first-issue.


Stars Sponsor

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  • cognee Public

    Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free

    topoteretes/cognee's past year of commit activity
    Python 33,265 Apache-2.0 3,504 771 (1 issue needs help) 351 Updated Nov 12, 2026
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    Repo for community managed plugins and addons for cognee.

    topoteretes/cognee-community's past year of commit activity
    Python 110 Apache-2.0 312 11 436 Updated Nov 12, 2026
  • cognee-integrations Public
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    Python 105 Apache-2.0 138 18 38 Updated Nov 12, 2026
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    topoteretes/cognee-rs's past year of commit activity
    Rust 73 Apache-2.0 33 38 5 Updated Nov 11, 2026
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    topoteretes/awesome-ai-memory's past year of commit activity
    Python 898 Apache-2.0 166 2 5 Updated Nov 10, 2026
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    topoteretes/gliner25-rs's past year of commit activity
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    topoteretes/karpathy-wiki's past year of commit activity
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