Repositories list

• miniCOIL

  Public
  Contextualized per-token embeddings

  Python

  •2•2•0•2•Updated Jan 11, 2025Jan 11, 2025

• examples

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

  Jupyter Notebook

  •

  Apache License 2.0

  •43•123•3•9•Updated Jan 10, 2025Jan 10, 2025

• 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/

  searchsearch-enginemachine-learning+ 17neural-networkmatchingnearest-neighbor-searchimage-searchrecommender-systemapproximate-nearest-neighbor-searchhacktoberfest+ 10

  Rust

  •

  Apache License 2.0

  •1.5k•21k•302•56•Updated Jan 10, 2025Jan 10, 2025

• landing_page

  Public
  Landing page for qdrant.tech

  SCSS

  •79•23•15•21•Updated Jan 10, 2025Jan 10, 2025

• rust-client

  Public
  Rust client for Qdrant vector search engine

  rust-clientvector-search-engineqdrant

  Rust

  •

  Apache License 2.0

  •49•245•13•3•Updated Jan 10, 2025Jan 10, 2025

• vector-db-benchmark

  Public
  Framework for benchmarking vector search engines

  benchmarkvector-searchvector-database+ 1vector-search-engine

  Python

  •

  Apache License 2.0

  •92•294•14•15•Updated Jan 10, 2025Jan 10, 2025

• qdrant-cloud-support-tools

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

  Shell

  •

  Apache License 2.0

  •1•0•0•0•Updated Jan 10, 2025Jan 10, 2025

• create-collection-form

  Public
  Sophisticated form to create qdrant collections simple

  0•0•0•0•Updated Jan 9, 2025Jan 9, 2025

• qdrant-helm

  Public
  Go

  •

  Apache License 2.0

  •52•109•15•5•Updated Jan 9, 2025Jan 9, 2025

• fastembed

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

  retrievalembeddingsopenai+ 3ragvector-searchretrieval-augmented-generation

  Python

  •

  Apache License 2.0

  •116•1.7k•56•9•Updated Jan 8, 2025Jan 8, 2025

• crasher

  Public
  Crashing the party

  Rust

  •3•2•0•0•Updated Jan 7, 2025Jan 7, 2025

• coach

  Public
  Coach running drills to train qdrant deployments

  Rust

  •1•2•5•0•Updated Jan 7, 2025Jan 7, 2025

• qdrant-client

  Public
  Python client for Qdrant vector search engine

  vector-searchvector-databasevector-search-engine+ 1qdrant

  Python

  •

  Apache License 2.0

  •128•832•76•9•Updated Jan 7, 2025Jan 7, 2025

• qdrant-js

  Public
  JavaScript/Typescript SDK for Qdrant Vector Database

  javascripttypescriptsdk+ 2vector-databasesdk-typescript

  TypeScript

  •

  Apache License 2.0

  •27•279•17•5•Updated Jan 7, 2025Jan 7, 2025

• qdrant-haystack

  Public
  An integration of Qdrant ANN vector database backend with Haystack

  Python

  •

  Apache License 2.0

  •13•44•7•2•Updated Jan 6, 2025Jan 6, 2025

• quaterion-models

  Public
  The collection of bulding blocks building fine-tunable metric learning models

  Python

  •

  Apache License 2.0

  •3•32•1•2•Updated Jan 6, 2025Jan 6, 2025

• quaterion

  Public
  Blazing fast framework for fine-tuning similarity learning models

  pythonmachine-learningdeep-learning+ 9pytorchnearest-neighbor-searchmetric-learningcosine-similarityknnsimilarity-searchsimilarity-learning+ 2

  Python

  •

  Apache License 2.0

  •46•647•8•3•Updated Jan 6, 2025Jan 6, 2025

• kubernetes-api

  Public
  API definitions for the Qdrant Kubernetes operator

  Go

  •

  Apache License 2.0

  •1•1•0•1•Updated Jan 6, 2025Jan 6, 2025

• qdrant-stars-handbook

  Public
  The primary goal of Qdrant Stars is to recognize, reward, and support our most active and helpful users making significant contributions to the vector search community. The Qdrant Stars Handbook is your go-to resource for navigating the Stars program and how to take the most advantage of it.

  communitycontent-creationambassadors-program+ 3vector-databasevector-search-engineqdrant

  0•5•0•0•Updated Jan 6, 2025Jan 6, 2025

• page-search-js

  Public
  Web interface for integrated web-site search powered by Qdrant

  JavaScript

  •1•5•0•0•Updated Jan 4, 2025Jan 4, 2025

• go-client

  Public
  Go client for Qdrant vector search engine

  Go

  •

  Apache License 2.0

  •16•174•1•0•Updated Jan 2, 2025Jan 2, 2025

• java-client

  Public
  Official Java client for Qdrant

  grpc-clientvector-searchvector-database+ 2vector-search-engineqdrant-client

  Java

  •

  Apache License 2.0

  •6•41•2•0•Updated Jan 2, 2025Jan 2, 2025

• qdrant-genkit

  Public
  TypeScript

  •

  Apache License 2.0

  •1•5•0•0•Updated Dec 30, 2024Dec 30, 2024

• qdrant-kafka

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

  Java

  •

  Apache License 2.0

  •0•7•0•0•Updated Dec 27, 2024Dec 27, 2024

• terraform-provider-qdrant-cloud

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

  Go

  •

  Apache License 2.0

  •2•3•1•1•Updated Dec 24, 2024Dec 24, 2024

• mini-coil-demo

  Public
  Web demo for miniCOIL model

  JavaScript

  •0•0•0•0•Updated Dec 23, 2024Dec 23, 2024

• qdrant-web-ui

  Public
  Self-hosted web UI for Qdrant

  JavaScript

  •

  Apache License 2.0

  •83•232•24•22•Updated Dec 20, 2024Dec 20, 2024

• autocomplete-openapi

  Public
  Autocomplete queries using OpenAPI spec

  JavaScript

  •1•6•0•1•Updated Dec 18, 2024Dec 18, 2024

• devopscon

  Public
  0•0•0•0•Updated Dec 16, 2024Dec 16, 2024

• mcp-server-qdrant

  Public
  Python

  •6•43•2•0•Updated Dec 13, 2024Dec 13, 2024