Pipeline Brief

Milvus

Open-source vector database for scalable similarity search

About Milvus

Milvus is an open-source vector database built for billion-scale similarity search. Supports GPU acceleration, hybrid search, and distributed architecture. Managed cloud via Zilliz.

Best for

Best for teams needing billion-scale vector search with GPU acceleration

Pros & Cons

Pros

  • Built for billion-scale vector search
  • GPU acceleration support
  • Distributed architecture for high availability

Cons

  • Complex to deploy and manage self-hosted
  • Steeper learning curve
  • Resource-intensive

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