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Pinecone builds a managed vector database and knowledge engine used by developers and ML teams to power search, retrieval, and other AI application features. It sells a cloud service with APIs and tooling for production-scale similarity search and retrieval-augmented generation. Founded in 2019 and headquartered in New York, the privately held company serves enterprises and startups building generative AI and search experiences.