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Qdrant

Open Source
RAG Stack Tools
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Rust-based vector database with high performance. Available as local, cloud, or self-hosted.

Key Features

  • Rust performance
  • Hybrid search
  • Filtering
  • Cloud available

Pros

  • High performance
  • Rust-based
  • Cloud option
  • Free tier

Cons

  • More complex than Chroma
  • Rust ecosystem

Best Use Cases

Production RAGHigh-scale appsPerformance-critical