Repositories list

• 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.qdran…

  searchsearch-enginemachine-learning+ 17

  searchsearch-enginemachine-learningneural-networknearest-neighbor-searchimage-searchrecommender-systemsearch-enginessimilarity-searchai-search+ 10

  Rust

  •

  Apache License 2.0

  •2.6k2.6k forks•34k34k stars•493493 issues•203203 pull requests•Updated Aug 22, 2026Aug 22, 2026

• miniCOIL

  Public
  Contextualized per-token embeddings

  Python

  •66 forks•4141 stars•00 issues•1414 pull requests•Updated Aug 22, 2026Aug 22, 2026

• qdrant-fluvio

  Public
  Stream records from Fluvio topics to a Qdrant collection.

  Rust

  •

  Apache License 2.0

  •22 forks•77 stars•00 issues•00 pull requests•Updated Aug 21, 2026Aug 21, 2026

• landing_page

  Public
  Landing page for qdrant.tech

  SCSS

  •141141 forks•6060 stars•1515 issues•4646 pull requests•Updated Aug 21, 2026Aug 21, 2026

• demo-code-search

  Public
  Python

  •1919 forks•6363 stars•22 issues•1212 pull requests•Updated Aug 21, 2026Aug 21, 2026

• crasher

  Public
  Crashing the party

  Rust

  •33 forks•66 stars•00 issues•11 pull request•Updated Aug 21, 2026Aug 21, 2026

• qdrant-cloud-public-api

  Public
  Shell

  •

  Apache License 2.0

  •11 fork•1111 stars•00 issues•22 pull requests•Updated Aug 21, 2026Aug 21, 2026

• vector-db-benchmark

  Public
  Framework for benchmarking vector search engines

  benchmarkvector-searchvector-database+ 1

  benchmarkvector-searchvector-databasevector-search-engine

  Python

  •

  Apache License 2.0

  •153153 forks•368368 stars•1717 issues•1818 pull requests•Updated Aug 21, 2026Aug 21, 2026

• examples

  Public
  A collection of examples and tutorials for Qdrant vector search engine

  Jupyter Notebook

  •

  Apache License 2.0

  •7575 forks•220220 stars•11 issue•2121 pull requests•Updated Aug 21, 2026Aug 21, 2026

• kubernetes-api

  Public
  API definitions for the Qdrant Kubernetes operator

  Go

  •

  Apache License 2.0

  •11 fork•66 stars•00 issues•22 pull requests•Updated Aug 21, 2026Aug 21, 2026

• terraform-provider-qdrant-cloud

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

  Go

  •

  Apache License 2.0

  •66 forks•66 stars•00 issues•33 pull requests•Updated Aug 21, 2026Aug 21, 2026

• go-commons

  Public
  Common helper packages to use across Go based Qdrant projects.

  Go

  •00 forks•33 stars•00 issues•11 pull request•Updated Aug 21, 2026Aug 21, 2026

• qdrant-helm

  Public
  Go

  •

  Apache License 2.0

  •9797 forks•186186 stars•2727 issues•1313 pull requests•Updated Aug 21, 2026Aug 21, 2026

• bfb

  Public
  *high-load* benchmarking tool

  Rust

  •44 forks•1919 stars•11 issue•55 pull requests•Updated Aug 21, 2026Aug 21, 2026

• java-client

  Public
  Official Java client for Qdrant

  grpc-clientvector-searchvector-database+ 2

  grpc-clientvector-searchvector-databasevector-search-engineqdrant-client

  Java

  •

  Apache License 2.0

  •1717 forks•9494 stars•11 issue•00 pull requests•Updated Aug 21, 2026Aug 21, 2026

• demo-midlibrary-explorer-nextjs

  Public
  Exploration of Midjourney Library styles using Qdrant and NextJS

  JavaScript

  •

  Apache License 2.0

  •44 forks•99 stars•00 issues•55 pull requests•Updated Aug 21, 2026Aug 21, 2026

• qdrant-client

  Public
  Python client for Qdrant vector search engine

  vector-searchvector-databasevector-search-engine+ 1

  vector-searchvector-databasevector-search-engineqdrant

  Python

  •

  Apache License 2.0

  •275275 forks•1.3k1.3k stars•120120 issues•7575 pull requests•Updated Aug 21, 2026Aug 21, 2026

• create-collection-form

  Public
  Sophisticated form to create qdrant collections simple

  JavaScript

  •11 fork•00 stars•00 issues•88 pull requests•Updated Aug 20, 2026Aug 20, 2026

• qdrant-cloud-buf-plugins

  Public
  Collection of Buf plugins used by Qdrant Cloud APIs

  Go

  •

  Apache License 2.0

  •00 forks•22 stars•00 issues•22 pull requests•Updated Aug 19, 2026Aug 19, 2026

• mini-coil-demo

  Public
  Web demo for miniCOIL model

  Python

  •00 forks•33 stars•00 issues•1313 pull requests•Updated Aug 19, 2026Aug 19, 2026

• qdrant-to-cuvs

  Public
  Repository for experiments of Qdrant to cuVS interchange

  00 forks•00 stars•00 issues•00 pull requests•Updated Aug 19, 2026Aug 19, 2026

• go-client

  Public
  Go client for Qdrant vector search engine

  Go

  •

  Apache License 2.0

  •2323 forks•346346 stars•00 issues•00 pull requests•Updated Aug 19, 2026Aug 19, 2026

• fastembed

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

  retrievalembeddingsopenai+ 3

  retrievalembeddingsopenairagvector-searchretrieval-augmented-generation

  Python

  •

  Apache License 2.0

  •231231 forks•3.2k3.2k stars•7575 issues•3636 pull requests•Updated Aug 19, 2026Aug 19, 2026

• skills

  Public
  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usa…

  performancemonitoringembeddings+ 13

  performancemonitoringembeddingscursorscalingquantizationmultitenancycodexai-agentsvector-search+ 6

  Python

  •

  Apache License 2.0

  •2828 forks•222222 stars•99 issues•77 pull requests•Updated Aug 19, 2026Aug 19, 2026

• coach

  Public
  Coach running drills to train qdrant deployments

  Rust

  •11 fork•33 stars•55 issues•00 pull requests•Updated Aug 19, 2026Aug 19, 2026

• page-search

  Public
  Neural search for web-sites, docs, articles - online!

  Python

  •

  Apache License 2.0

  •99 forks•154154 stars•11 issue•1313 pull requests•Updated Aug 19, 2026Aug 19, 2026

• migration

  Public
  Tool to migrate data into Qdrant

  Go

  •

  Apache License 2.0

  •2020 forks•8181 stars•11 issue•44 pull requests•Updated Aug 19, 2026Aug 19, 2026

• fluxcd-source-controller

  Public
  The GitOps Toolkit source management component

  Go

  •

  Apache License 2.0

  •247247 forks•00 stars•00 issues•1212 pull requests•Updated Aug 19, 2026Aug 19, 2026

• qdrant-web-ui

  Public
  Self-hosted web UI for Qdrant

  JavaScript

  •

  Apache License 2.0

  •145145 forks•425425 stars•3535 issues•2828 pull requests•Updated Aug 18, 2026Aug 18, 2026

• n8n-nodes-qdrant

  Public
  Official n8n node for interfacing with Qdrant

  mcpai-searchvector-search+ 2

  mcpai-searchvector-searchvector-databaseqdrant

  TypeScript

  •

  MIT License

  •99 forks•7878 stars•11 issue•11 pull request•Updated Aug 18, 2026Aug 18, 2026