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@qdrant

Qdrant

Creating advanced vector search technology
README.md

Qdrant

Powering the next generation of AI applications
with advanced and high-performant vector similarity search technology.
Qdrant is an enterprise-ready, high-performance, massive-scale Vector Database available as open-source, cloud, and managed on-premise solution.

- Homepage - Documentation - Cloud platform - Discord Community -

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  1. qdrant qdrant Public

    Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

    Rust 30.3k 2.2k

  2. fastembed fastembed Public

    Fast, Accurate, Lightweight Python library to make State of the Art Embedding

    Python 2.9k 194

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.3k 214

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 440 40

  5. vector-db-benchmark vector-db-benchmark Public

    Framework for benchmarking vector search engines

    Python 356 141

  6. skills skills Public

    Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, G…

    Python 69 9

Repositories

Showing 10 of 129 repositories
  • qdrant Public

    Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

    qdrant/qdrant’s past year of commit activity
    Rust 30,330 Apache-2.0 2,170 405 (4 issues need help) 113 Updated Apr 14, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 54 136 49 33 Updated Apr 14, 2026
  • examples Public

    A collection of examples and tutorials for Qdrant vector search engine

    qdrant/examples’s past year of commit activity
    Jupyter Notebook 209 Apache-2.0 71 6 15 Updated Apr 14, 2026
  • qdrant-client Public

    Python client for Qdrant vector search engine

    qdrant/qdrant-client’s past year of commit activity
    Python 1,261 Apache-2.0 214 115 (2 issues need help) 38 Updated Apr 14, 2026
  • qcloud-cli Public

    The Command Line Interface for Qdrant Cloud

    qdrant/qcloud-cli’s past year of commit activity
    Go 16 Apache-2.0 1 0 0 Updated Apr 14, 2026
  • kubernetes-api Public

    API definitions for the Qdrant Kubernetes operator

    qdrant/kubernetes-api’s past year of commit activity
    Go 5 Apache-2.0 1 0 5 Updated Apr 14, 2026
  • qdrant-spark Public

    Qdrant's Apache Spark connector

    qdrant/qdrant-spark’s past year of commit activity
    Java 48 Apache-2.0 1 0 0 Updated Apr 14, 2026
  • qdrant-edge-demo Public

    POC visual search with smart glasses and Qdrant Edge.

    qdrant/qdrant-edge-demo’s past year of commit activity
    Python 48 2 0 5 Updated Apr 14, 2026
  • relevance-feedback Public
    qdrant/relevance-feedback’s past year of commit activity
    Python 5 0 0 3 Updated Apr 13, 2026
  • qdrant-cloud-buf-plugins Public

    Collection of Buf plugins used by Qdrant Cloud APIs

    qdrant/qdrant-cloud-buf-plugins’s past year of commit activity
    Go 1 Apache-2.0 0 0 0 Updated Apr 13, 2026
View all repositories

Sponsors

  • @petercool

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