Shypd.aiThe largest open index of AI toolsMilvus is a high-performance, cloud-native vector database built for scalable vector ANN search. It powers AI applications by efficiently organizing and searching vast amounts of unstructured data like text and images.
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Milvus is a high-performance, cloud-native vector database designed for scalable Approximate Nearest Neighbor (ANN) search. Written in Go and C++, it leverages hardware acceleration for CPU/GPU to achieve best-in-class vector search performance. Its fully-distributed and K8s-native architecture allows horizontal scaling to handle tens of thousands of search queries on billions of vectors, with real-time streaming updates. Milvus supports various vector index types, including HNSW, IVF, FLAT, SCANN, and DiskANN, and offers advanced features like metadata filtering and range search. It also supports sparse vectors for full-text search and hybrid search, combining semantic and full-text capabilities. Milvus ensures data security through user authentication, TLS encryption, and Role-Based Access Control (RBAC), making it suitable for enterprise applications.
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