Cognee AI is building a memory engine for AI apps and AI agents

Cognee gives AI agents a memory layer they can use across tasks and conversations. Its open-source platform turns documents and other company data into connected, searchable knowledge, combining knowledge graphs with vector search and structured storage. This helps agents retrieve relevant information together with the relationships that give it context.

Teams can use Cognee to build internal assistants, document tools and customer-facing agents that draw on their organisation's knowledge. It connects with existing data sources and supports deployment in a team's own environment. The focus is on making memory a reusable part of an AI system, so context from earlier work and information spread across different tools can remain available when it is needed.