Skip to content
@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 -

Pinned Loading

  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 35k 2.7k

  2. fastembed fastembed Public

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

    Python 3.2k 267

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.4k 338

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 465 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 254 30

Repositories

Showing 10 of 132 repositories
  • py-rust-stemmers Public
    qdrant/py-rust-stemmers's past year of commit activity
    Python 9 MIT 7 0 0 Updated Oct 9, 2026
  • fastembed Public

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

    qdrant/fastembed's past year of commit activity
    Python 3,240 Apache-2.0 267 59 30 Updated Oct 9, 2026
  • 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 34,986 Apache-2.0 2,734 478 (3 issues need help) 279 Updated Oct 9, 2026
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page's past year of commit activity
    SCSS 61 149 15 93 Updated Oct 9, 2026
  • demo-midlibrary-explorer-nextjs Public

    Exploration of Midjourney Library styles using Qdrant and NextJS

    qdrant/demo-midlibrary-explorer-nextjs's past year of commit activity
    JavaScript 9 Apache-2.0 4 0 3 Updated Oct 9, 2026
  • java-client Public

    Official Java client for Qdrant

    qdrant/java-client's past year of commit activity
    Java 99 Apache-2.0 18 1 0 Updated Oct 9, 2026
  • qdrant-client Public

    Python client for Qdrant vector search engine

    qdrant/qdrant-client's past year of commit activity
    Python 1,370 Apache-2.0 337 122 (1 issue needs help) 101 Updated Oct 8, 2026
  • qdrant-web-ui Public

    Self-hosted web UI for Qdrant

    qdrant/qdrant-web-ui's past year of commit activity
    JavaScript 435 Apache-2.0 147 35 36 Updated Oct 8, 2026
  • examples Public

    A collection of examples and tutorials for Qdrant vector search engine

    qdrant/examples's past year of commit activity
    Jupyter Notebook 227 Apache-2.0 74 1 17 Updated Oct 8, 2026
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration's past year of commit activity
    Go 84 Apache-2.0 24 1 1 Updated Oct 8, 2026
View all repositories