Milvus

Cloud-native vector database for billion-scale similarity search.

33.8kstars
AI FrameworksOpen SourceFreeUpdated 2026-06-06
vector-databaseai-infrastructure

Advantages

  • +Billion-scale vector search, production-grade
  • +Multiple index types and distance metrics
  • +Cloud-native, elastic scaling

Limitations

  • -High deployment and ops complexity
  • -Resource-heavy (16GB+ RAM recommended)
  • -Overkill for small-scale use cases
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