
Managed vector database for similarity search in RAG and recommendation apps
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1 / 4Pinecone is a managed vector database for teams building AI applications that need fast similarity search. It supports retrieval-augmented generation (RAG), recommendation systems and semantic search. The infrastructure is serverless and scales automatically, so there is no cluster to manage. Filtering, hybrid retrieval and namespaces are built in, and embeddings can be stored and searched through a browser interface. Use cases named by the company include product recommendations for online shoppers, semantic search of medical records and fraud detection in financial systems. The company also describes a wider platform of database, Nexus and Marketplace products, used by more than 10,000 customers.
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