Cognee

Cognee is an open-source memory layer designed for AI agents to implement long-term, continual learning. It supports hybrid memory architectures combining vector stores, knowledge graphs, and relational databases, enabling AI agents to retain, update, and manage memory across multi-session and multi-agent tasks. Cognee helps developers build AI agents with stateful memory beyond the transient context windows of large language models.