Milvus Distributed is the cluster mode of the scalable open-source vector database for AI embeddings search, supporting HNSW, IVF, and NGT indexes in high-availability distributed setups. It provides GPU support, billion-scale capacity, real-time upsert/query capabilities, and multi-modal vector handling. Suited for RAG, recommendations, and image/video search at enterprise scale. Self-hosted unlike Pinecone's managed offering, and more ANN-centric than Weaviate.
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Milvus Distributed
Milvus Distributed is the production-ready cluster mode of the open-source Milvus vector database, built for massive scale GenAI and similarity search workloads.
Vs Qdrant distributed: Milvus provides broader index algorithms, mature Kubernetes tooling, and larger ecosystem; Qdrant emphasizes Rust performance and simpler single-binary clustering for high-throughput distrib setups.
Free open-source (Apache 2.0). Managed via Zilliz Cloud with pay-as-you-go pricing.
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