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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 26.8k 1.9k

  2. fastembed fastembed Public

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

    Python 2.5k 164

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 1.1k 172

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 394 37

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

    Framework for benchmarking vector search engines

    Python 338 127

  6. mcp-server-qdrant mcp-server-qdrant Public

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 1k 176

Repositories

Showing 10 of 116 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 26,803 Apache-2.0 1,872 365 (4 issues need help) 82 Updated Oct 29, 2025
  • qdrant-client Public

    Python client for Qdrant vector search engine

    qdrant/qdrant-client’s past year of commit activity
    Python 1,126 Apache-2.0 172 114 (2 issues need help) 21 Updated Oct 29, 2025
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 59 Apache-2.0 6 0 2 Updated Oct 29, 2025
  • qdrant-cloud-public-api Public
    qdrant/qdrant-cloud-public-api’s past year of commit activity
    Shell 4 Apache-2.0 1 0 3 Updated Oct 29, 2025
  • webinar-openai-agents-mcp Public
    qdrant/webinar-openai-agents-mcp’s past year of commit activity
    Python 4 Apache-2.0 1 0 6 Updated Oct 28, 2025
  • kubernetes-api Public

    API definitions for the Qdrant Kubernetes operator

    qdrant/kubernetes-api’s past year of commit activity
    Go 3 Apache-2.0 2 0 7 Updated Oct 28, 2025
  • bfb Public

    *high-load* benchmarking tool

    qdrant/bfb’s past year of commit activity
    Rust 15 4 1 1 Updated Oct 28, 2025
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 44 124 42 28 Updated Oct 28, 2025
  • qdrant-kafka Public

    Kafka Sink connector for Qdrant. Stream vector data into a Qdrant collection. Supports named/unnamed dense/sparse vectors.

    qdrant/qdrant-kafka’s past year of commit activity
    Java 9 Apache-2.0 0 0 0 Updated Oct 28, 2025
  • 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 5 Apache-2.0 4 1 0 Updated Oct 28, 2025
View all repositories

Sponsors

  • @Divinci-AI
  • @petercool