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cognee
cognee is an open-source AI memory engine that builds knowledge graphs from heterogeneous data sources (PDFs, docs, audio, images, APIs), continuously learns from user feedback, automatically adapts ontologies, and serves as the retrieval and reasoning layer for AI agents and RAG applications. The framework natively integrates with 12+ agentic frameworks and supports 29+ vector and graph databases as backends.
