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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 35.1k 2.8k

  2. fastembed fastembed Public

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

    Python 3.2k 279

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 354

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 466 49

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

    Framework for benchmarking vector search engines

    Python 374 156

  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 260 30

Repositories

Showing 10 of 132 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 35,140 Apache-2.0 2,764 485 (3 issues need help) 301 Updated Oct 19, 2026
  • qdrant-spark Public

    Qdrant's Apache Spark connector

    qdrant/qdrant-spark's past year of commit activity
    Java 50 Apache-2.0 1 0 0 Updated Oct 19, 2026
  • qcloud-cli Public

    The Command Line Interface for Qdrant Cloud

    qdrant/qcloud-cli's past year of commit activity
    Go 19 Apache-2.0 2 0 4 Updated Oct 19, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page's past year of commit activity
    SCSS 61 149 16 104 Updated Oct 19, 2026
  • terraform-provider-qdrant-cloud Public

    A Terraform plugin that allows to manage and configure Qdrant Cloud resources

    qdrant/terraform-provider-qdrant-cloud's past year of commit activity
    Go 6 Apache-2.0 6 0 3 Updated Oct 19, 2026
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api's past year of commit activity
    Shell 11 Apache-2.0 1 0 2 Updated Oct 19, 2026
  • bfb Public

    *high-load* benchmarking tool

    qdrant/bfb's past year of commit activity
    Rust 22 4 1 7 Updated Oct 19, 2026
  • kubernetes-api Public

    API definitions for the Qdrant Kubernetes operator

    qdrant/kubernetes-api's past year of commit activity
    Go 6 Apache-2.0 1 0 3 Updated Oct 19, 2026
  • 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, Go, .NET, Java

    qdrant/skills's past year of commit activity
    Python 260 Apache-2.0 30 5 4 Updated Oct 19, 2026
  • qdrant-cloud-support-tools Public

    Tools to help Qdrant Cloud users troubleshoot issues and help Qdrant Support Engineers diagnose problems

    qdrant/qdrant-cloud-support-tools's past year of commit activity
    Shell 4 Apache-2.0 3 2 0 Updated Oct 19, 2026
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