AI/智能体/模型工具 · Python

topoteretes/cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

增长榜 #23 已读 GitHub / README
增长排名 #23 Fast Growth Top 100
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Forks 5 榜单记录
Fork / Star 5.2% 社区复用强度

项目解读

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine. 主题标签包括 agent-memory、agent-skills、ai、ai-agents、ai-memory、cognitive-architecture、cognitive-memory、context-engineering。 README 重点章节包括:About Cognee、Why use Cognee:、How it Works、Basic Usage & Feature Guide、Quickstart。

README / GitHub 亮点

  • GitHub 描述:Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
  • 🌐 This README is also available in:。
  • 📄 Read the research paper: Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning — Markovic et al., 2025。
  • :star: Help us reach more developers and grow the cognee community. Star this repo!

适用场景

适合评估 AI 应用、智能体工作流、模型工具链、RAG/提示词工程或 AI 辅助开发场景。

采用前核查

采用前仍需核查许可证、维护节奏、issue 质量、release 记录和生产适配成本。

README 摘要

Cognee - The Open-Source AI Memory Platform for Agents Community Plugins & Add-ons Cognee 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 🌐 This README is also available in: 📄 Read the research paper: Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning — Markovic et al., 2025 Cognee is an open-source A…