cognee

cognee

A persistent long-term memory platform for AI agents.

Agent SkillDevOpen source
Type
Agent Skill
Open source
Yes
GitHub Stars
★ 20.3k
Source
skill-github

Overview

Cognee is an open-source AI memory platform that provides cross-session persistent long-term memory for AI agents. With a self-hosted knowledge graph engine, data in any format can be imported and used to build knowledge graphs, enabling each agent to recall, connect, and act within complete context. Ideal for scenarios requiring unified management of multi-source data and endowing AI agents with learning and memory capabilities.

Capabilities

  • Persistent long-term memory
  • Self-hosted knowledge graph
  • Multimodal data processing
  • Vector embeddings and graph reasoning
  • Cognitive science-based ontology generation

Use cases

Enterprise knowledge base constructionAI agent learning and feedbackCross-agent knowledge sharingReliable and traceable agents

Setup

Requires: Python 3.10-3.14LLM_API_KEY
uv pip install cognee

This information was compiled by AI from public sources and may contain inaccuracies — please refer to the source.

FAQ

Supports multiple data formats—refer to the documentation for details.

Supports multiple data formats—refer to the documentation for details.

How do I configure the LLM API Key?

Configure the LLM_API_KEY via environment variables or a .env file.

Related skills