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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 24.1k 1.7k

  2. fastembed fastembed Public

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

    Python 2.1k 139

  3. qdrant-client qdrant-client Public

    Python client for Qdrant vector search engine

    Python 986 146

  4. qdrant-js qdrant-js Public

    JavaScript/Typescript SDK for Qdrant Vector Database

    TypeScript 335 31

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

    Framework for benchmarking vector search engines

    Python 324 109

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

    An official Qdrant Model Context Protocol (MCP) server implementation

    Python 663 89

Repositories

Showing 10 of 105 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 24,052 Apache-2.0 1,650 329 (4 issues need help) 45 Updated Jun 9, 2025
  • qdrant-genkit Public
    qdrant/qdrant-genkit’s past year of commit activity
    Go 6 Apache-2.0 1 0 0 Updated Jun 9, 2025
  • landing_page Public

    Landing page for qdrant.tech

    qdrant/landing_page’s past year of commit activity
    SCSS 31 99 30 19 Updated Jun 9, 2025
  • n8n-nodes-qdrant Public

    Official n8n node for interfacing with Qdrant

    qdrant/n8n-nodes-qdrant’s past year of commit activity
    TypeScript 41 MIT 5 0 0 Updated Jun 9, 2025
  • vector-db-benchmark Public

    Framework for benchmarking vector search engines

    qdrant/vector-db-benchmark’s past year of commit activity
    Python 324 Apache-2.0 109 16 (3 issues need help) 17 Updated Jun 9, 2025
  • examples Public

    A collection of examples and tutorials for Qdrant vector search engine

    qdrant/examples’s past year of commit activity
    Jupyter Notebook 165 Apache-2.0 58 4 15 Updated Jun 9, 2025
  • block-embeddings Public

    Trainable embedding transformation for confidence estimation, feature extraction, explainability and conversion from dense to sparse.

    qdrant/block-embeddings’s past year of commit activity
    Python 3 0 0 0 Updated Jun 9, 2025
  • webinar-openai-agents-mcp Public
    qdrant/webinar-openai-agents-mcp’s past year of commit activity
    Python 2 Apache-2.0 1 0 0 Updated Jun 9, 2025
  • migration Public

    Tool to migrate data into Qdrant

    qdrant/migration’s past year of commit activity
    Go 38 Apache-2.0 2 1 5 Updated Jun 9, 2025
  • qdrant-client Public

    Python client for Qdrant vector search engine

    qdrant/qdrant-client’s past year of commit activity
    Python 986 Apache-2.0 146 96 (2 issues need help) 17 Updated Jun 7, 2025
View all repositories

Sponsors

  • @Divinci-AI
  • @petercool