OpenSource-Hub

cognee

프레임워크

topoteretes/cognee

AI 에이전트에 지속적인 메모리를 제공하는 오픈 소스 지식 그래프 플랫폼.

개요

Cognee는 자체 호스팅 지식 그래프 엔진을 통해 AI 에이전트에게 지속적인 장기 기억을 제공합니다. 모든 형식의 데이터를 수집하고 지식 그래프를 구축하여 에이전트가 세션 간에 기억을 회상하고 연결하며 전체 컨텍스트를 기반으로 행동할 수 있도록 합니다.

README 미리보기

\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