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Qdrant

Featured Open Source

High-performance vector database with rich filtering for production AI

Qdrant is an open-source vector similarity search engine built in Rust. It supports dense and sparse vectors, rich payload filtering, named vectors, and advanced quantization — designed for high-throughput production AI workloads.

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Product Overview

Use Cases

  • Semantic Search
  • Recommendation Systems
  • RAG Pipelines
  • Image Similarity

Ideal For

ML EngineersEnterprise AI TeamsSearch Platform Engineers

Architecture Fit

Enterprise ReadySelf HostedCloud NativeAPI FirstMulti-Agent CompatibleKubernetes SupportOpen Source

Technical Details

Deployment Model
self-hosted

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