项目简介
Cognee 通过自托管知识图谱引擎为 AI 智能体提供持久长期记忆。它能够以任意格式摄取数据，构建知识图谱，使智能体能够在不同会话之间回忆、连接并基于完整上下文行动。
README 预览
\n \n \n \n\n \n\n Cognee - The Open-Source AI Memory Platform for Agents\n\n \n Demo\n .\n Docs\n .\n Learn More\n ·\n Join Discord\n ·\n Join r/AIMemory\n .\n Community Plugins & Add-ons\n \n\n\n [](https://GitHub.com/topoteretes/cognee/network/)\n [](https://GitHub.com/topoteretes/cognee/stargazers/)\n [](https://GitHub.com/topoteretes/cognee/commit/)\n [](https://github.com/topoteretes/cognee/tags/)\n [](https://pepy.tech/project/cognee)\n [](https://github.com/topoteretes/cognee/blob/main/LICENSE)\n [](https://github.com/topoteretes/cognee/graphs/contributors)\n \n\n\n \n \n \n\n\nCognee is the open-source AI memory platform that gives AI agents persistent long-term memory across sessions. Ingest data in any format, build a self-hosted knowledge graph, and let every agent recall, connect, and act with full context\n\n \n 🌐 This README is also available in:\n :\n \n Deutsch |\n Español |\n Français |\n 日本語 |\n 한국어 |\n Português |\n Русский |\n 中文\n \n\n\n\n \n\n\n\n📄 Read the research paper: [Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning](https://arxiv.org/abs/2505.24478) — Markovic et al., 2025\n\n\n## About Cognee\n\nCognee is an open-source AI memory platform for AI Agents. Ingest data in any format, and Cognee continuously builds a self-hosted knowledge graph that gives your agents persistent long-term memory across sessions. Cognee combines vector embeddings, graph reasoning, and cognitive-science-grounded ontology generation to make documents both searchable by meaning and connected by relationships that evolve as your knowledge does.\n\n:star: _Help us reach more developers and grow the cognee community. Star this repo!_\n\n:books: _Check our detailed [documentation](https://docs.cognee.ai/getting-started/installation#environment-configuration) for setup and configuration._\n\n:crab: _Available as a plugin for your OpenClaw — [cognee-openclaw](https://www.npmjs.com/package