Milvus overview

Open-source vector database designed for billion-scale similarity search with GPU-accelerated indexing. Supports multiple index types (IVF, HNSW, DiskANN), hybrid scalar-vector queries, and multi-vector search. Runs as a distributed system with separate storage and compute scaling. Zilliz Cloud offers a managed deployment. Common in enterprise AI pipelines requiring high-throughput vector operations.