Qdrant
@qdrantOrganizationCreating advanced vector search technology
On the leaderboard
| Rank | Repository | Stars |
|---|---|---|
| 982 | qdrant/qdrant | 31,862 |
Top repositories by stars
- qdrant/qdrant(on leaderboard)
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/
Rust30,687 - qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Python2,889 - qdrant/mcp-server-qdrant
An official Qdrant Model Context Protocol (MCP) server implementation
Python1,365 - qdrant/qdrant-client
Python client for Qdrant vector search engine
Python1,273 - qdrant/quaterion
Blazing fast framework for fine-tuning similarity learning models
Python661 - qdrant/awesome-metric-learning
😎 A curated list of awesome practical Metric Learning and its applications
520 - qdrant/qdrant-js
JavaScript/Typescript SDK for Qdrant Vector Database
TypeScript443 - qdrant/rust-client
Rust client for Qdrant vector search engine
Rust401 - qdrant/qdrant-web-ui
Self-hosted web UI for Qdrant
JavaScript392 - qdrant/vector-db-benchmark
Framework for benchmarking vector search engines
Python360 - qdrant/go-client
Go client for Qdrant vector search engine
Go325 - qdrant/qdrant-dotnet
Qdrant .Net SDK
C#213 - qdrant/examples
A collection of examples and tutorials for Qdrant vector search engine
Jupyter Notebook210 - qdrant/qdrant_demo
Demo of the neural semantic search built with Qdrant
TypeScript190 - Go174
- qdrant/page-search
Neural search for web-sites, docs, articles - online!
Python152 - qdrant/java-client
Official Java client for Qdrant
Java92 - qdrant/skills
Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
Python86 - qdrant/qdrant-rag-eval
This repo is the central repo for all the RAG Evaluation reference material and partner workshop
Jupyter Notebook84 - qdrant/n8n-nodes-qdrant
Official n8n node for interfacing with Qdrant
TypeScript75 - qdrant/migration
Tool to migrate data into Qdrant
Go75 - qdrant/bm42_eval
Evaluation of bm42 sparse indexing algorithm
Python75 - qdrant/ann-filtering-benchmark-datasets
Collection of datasets for benchmarking filtered vector similarity retrieval
Python63 - TypeScript59
- qdrant/landing_page
Landing page for qdrant.tech
SCSS55 - qdrant/demo-food-discovery
Source code of the food discovery demo built on top of Qdrant
TypeScript51 - qdrant/qdrant-edge-demo
POC visual search with smart glasses and Qdrant Edge.
Python48 - qdrant/qdrant-spark
Qdrant's Apache Spark connector
Java48 - qdrant/workshop-ultimate-hybrid-search
Materials for the Ultimate Hybrid Search Workshop
Jupyter Notebook45 - qdrant/qdrant-haystack
An integration of Qdrant ANN vector database backend with Haystack
Python45 - qdrant/wal
Write Ahead Logging for Rust
Rust40 - Jupyter Notebook37
- qdrant/miniCOIL
Contextualized per-token embeddings
Python35 - qdrant/quaterion-models
The collection of bulding blocks building fine-tunable metric learning models
Python35 - qdrant/goods_categorization_demo
Demo example of consumer goods categorization
Jupyter Notebook30 - qdrant/block-embeddings
Trainable embedding transformation for confidence estimation, feature extraction, explainability and conversion from dense to sparse.
Python28 - qdrant/webinar-crewai-qdrant-obsidian
An implementation of a CrewAI agent acting as a personal assistant. The agent can draft emails based on the knowledge base built in Obsidian.
Python27 - qdrant/qdrant-txtai
An integration of Qdrant ANN vector database backend with txtai
Python25 - qdrant/workshop-rag-optimization
Notebooks for RAG optimization workshop, using HackerNews data
Jupyter Notebook21 - qdrant/qcloud-cli
The Command Line Interface for Qdrant Cloud
Go17 - qdrant/webinar-vibe-coding-rag
An attempt to live code a working Retrieval Augmented Generation app with AI coding tools
JavaScript17 - qdrant/bfb
*high-load* benchmarking tool
Rust17 - qdrant/laion-400m-benchmark
Upload and benchmark of LAION 400M dataset - large scale image similarity search
Python14 - qdrant/demo-cloud-faq
Demo of fine-tuning QA models for answering FAQ of cloud providers documentation
Python11 - qdrant/video-anomaly-edge
Real-time video anomaly detection from edge to cloud using Qdrant, Twelve Labs, and NVIDIA VSS
TypeScript10 - qdrant/workshop-improving-r-in-rag
Notebooks for RAG improving workshop, using HackerNews data
Jupyter Notebook10 - qdrant/qdrant-kafka
Kafka Sink connector for Qdrant. Stream vector data into a Qdrant collection. Supports named/unnamed dense/sparse vectors.
Java10 - qdrant/qdrant-markdown-indexer
Simple pipeline to index markdown files into Qdrant using OpenAI embeddings
Python10 - qdrant/mcp-for-docs
MCP server for accessing documentation and code snippets of dev tools. Based on `mcp-server-qdrant`
Python9 - qdrant/demo-midlibrary-explorer-nextjs
Exploration of Midjourney Library styles using Qdrant and NextJS
JavaScript9 - qdrant/haloperidol
Antipsychotic therapy for qdrant cluster
Shell9 - qdrant/openapi-typescript-fetch
A typed fetch client for openapi-typescript
TypeScript9 - qdrant/sparse-finetune
Fine-tune SPLADE sparse embedding models for your product catalog. CLI, web dashboard, and Python API.
Python8 - Python8
- TypeScript8
- qdrant/api-reference
Repository for Qdrant's API Reference Documentation
Java8 - qdrant/contexto
A simple script to solve contexto.me using word embeddings
JavaScript8 - Jupyter Notebook8
- qdrant/benchmark
Collection of Qdrant benchmarks
Python8 - Python7
- qdrant/qdrant-fluvio
Stream records from Fluvio topics to a Qdrant collection.
Rust7 - qdrant/qdrant-stars-handbook
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.
7 - qdrant/rust-parser
Extracts semantics from rust code
Rust7 - Python6
- qdrant/benchmark-cohere-wiki-50m
Scripts for benchmarking Qdrant with Cohere Wiki dataset
Python6 - qdrant/dspy-qdrant
Qdrant powered retriever module for DSPy
Python6 - qdrant/mri
A simple tool to monitor process resource usage as frequent as possible
Rust6 - qdrant/autocomplete-openapi
Autocomplete queries using OpenAPI spec
JavaScript6 - Rust6
- qdrant/demo-distributed-deployment-docker
An example of setting up the distributed deployment of Qdrant with docker-compose
Shell6 - qdrant/kubernetes-api
API definitions for the Qdrant Kubernetes operator
Go5 - qdrant/template-hybrid-search-fasthtml
A template for a FastHTML app implementing hybrid search with Qdrant
Python5 - qdrant/terraform-provider-qdrant-cloud
A Terraform plugin that allows to manage and configure Qdrant Cloud resources
Go5 - qdrant/sparse-vectors-benchmark
This is a benchmarking tool for Qdrant's sparse vector implementation
Python5 - qdrant/crasher
Crashing the party
Rust5 - qdrant/page-search-js
Web interface for integrated web-site search powered by Qdrant
JavaScript5 - qdrant/localstack-qdrant
LocalStack Extension for developing Qdrant-based applications locally.
Python3 - qdrant/rust-stemmers
A rust implementation of some popular snowball stemming algorithms
Rust3 - qdrant/search-feedback-loop
Using discovery API for improving agentic RAG
Python3 - qdrant/mini-coil-demo
Web demo for miniCOIL model
Python3 - qdrant/mmap-payload-storage
Experiment with new designs for payload storage
Rust3 - qdrant/qdrant-cloud-support-tools
Tools to help Qdrant Cloud users troubleshoot issues and help Qdrant Support Engineers diagnose problems
Shell3 - TypeScript3
- qdrant/internal-examples
A collection of examples and tutorials for Qdrant vector search engine
Jupyter Notebook3 - Jupyter Notebook3
- qdrant/qdrant_python_client
Qdrant Python client, generated from OpenAPI specification (with minor fixes)
Python3 - qdrant/code-along-grounded-vibe-coding
Grounded Vibe Coding with Model Context Protocol and Qdrant
Shell2 - qdrant/go-commons
Common helper packages to use across Go based Qdrant projects.
Go2 - qdrant/fluxcd-helm-controller
The GitOps Toolkit Helm reconciler, for declarative Helming
Go2 - qdrant/coach
Coach running drills to train qdrant deployments
Rust2 - qdrant/demo-qdrant-fiftyone
An example of integrating Qdrant with FiftyOne
Python2 - qdrant/homebrew-tap
Qdrant's Homebrew Tap
Ruby1 - qdrant/prometheus-monitoring
Simple example of monitoring Qdrant cluster with Prometheus and Grafana
1