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About the tool
Vector search integrated into the MongoDB Atlas document database.
Atlas Vector Search stores embeddings alongside operational documents in MongoDB, supporting approximate and exact nearest-neighbor search, hybrid lexical-vector queries, automated embedding generation, and native reranking. It removes the need for a separate vector database when application data already lives in Atlas. Free cluster tier available.
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