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Cognee

Open-source memory engine for AI agents

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About Cognee

Cognee provides an open-source engine that turns raw data into a structured memory layer for agents. In everyday use, it combines vector search and knowledge graphs through ECL pipelines so agents recall relationships, not just chunks. It is aimed at builders who need agents that stay observable, controllable and useful once real users and real data are involved every day.

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About the AI Agents category

Autonomous AI agents that plan and execute tasks for you — general agents, AI browsers, AI employees, app builders, and coding agents. The AI Agents category on Tools Hub currently lists 156 tools. Alongside Cognee, it includes Langfuse, Helicone, Portkey, LiteLLM.

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