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qdrant

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Top repositories

1

qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Rust
16,757
star
2

fastembed

Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Jupyter Notebook
738
star
3

quaterion

Blazing fast framework for fine-tuning similarity learning models
Python
604
star
4

qdrant-client

Python client for Qdrant vector search engine
Python
537
star
5

awesome-metric-learning

😎 A curated list of awesome practical Metric Learning and its applications
426
star
6

vector-db-benchmark

Framework for benchmarking vector search engines
Python
218
star
7

qdrant-js

JavaScript/Typescript SDK for Qdrant Vector Database
TypeScript
192
star
8

rust-client

Rust client for Qdrant vector search engine
Rust
167
star
9

qdrant-web-ui

Self-hosted web UI for Qdrant
JavaScript
164
star
10

page-search

Neural search for web-sites, docs, articles - online!
Rust
117
star
11

qdrant_demo

Demo of the neural semantic search built with Qdrant
TypeScript
104
star
12

go-client

Go client for Qdrant vector search engine
Shell
99
star
13

qdrant-helm

Go
75
star
14

qdrant-dotnet

Qdrant .Net SDK
C#
67
star
15

examples

A collection of examples and tutorials for Qdrant vector search engine
Jupyter Notebook
61
star
16

qdrant-haystack

An integration of Qdrant ANN vector database backend with Haystack
Python
39
star
17

qdrant-spark

Qdrant Apache Spark connector
Java
38
star
18

quaterion-models

The collection of bulding blocks building fine-tunable metric learning models
Python
30
star
19

ann-filtering-benchmark-datasets

Collection of datasets for benchmarking filtered vector similarity retrieval
Python
24
star
20

demo-food-discovery

Source code of the food discovery demo built on top of Qdrant
TypeScript
23
star
21

qdrant-txtai

An integration of Qdrant ANN vector database backend with txtai
Python
22
star
22

workshop-rag-optimization

Notebooks for RAG optimization workshop, using HackerNews data
Jupyter Notebook
19
star
23

goods_categorization_demo

Demo example of consumer goods categorization
Jupyter Notebook
18
star
24

wal

Write Ahead Logging for Rust
Rust
16
star
25

java-client

Official Java client for Qdrant
Java
13
star
26

landing_page

Landing page for qdrant.tech
CSS
12
star
27

bfb

*high-load* benchmarking tool
Rust
11
star
28

demo-cloud-faq

Demo of fine-tuning QA models for answering FAQ of cloud providers documentation
Python
9
star
29

benchmark

Collection of Qdrant benchmarks
Python
7
star
30

demo-hnm

Jupyter Notebook
5
star
31

qdrant-markdown-indexer

Simple pipeline to index markdown files into Qdrant using OpenAI embeddings
Python
5
star
32

quantization

Rust
5
star
33

autocomplete-openapi

Autocomplete queries using OpenAPI spec
JavaScript
4
star
34

demo-distributed-deployment-docker

An example of setting up the distributed deployment of Qdrant with docker-compose
Shell
4
star
35

contexto

A simple script to solve contexto.me using word embeddings
JavaScript
4
star
36

page-search-js

Web interface for integrated web-site search powered by Qdrant
JavaScript
4
star
37

demo-code-search

Python
3
star
38

haloperidol

Antipsychotic therapy for qdrant cluster
Shell
3
star
39

qdrant_python_client

Qdrant Python client, generated from OpenAPI specification (with minor fixes)
Python
3
star
40

dataset-cloud-platform-faq

HTML
3
star
41

qdrant-qa-workshop

Jupyter Notebook
3
star
42

sparse-vectors-experiments

Rust
3
star
43

qdrant-langchain-qa

HTML
2
star
44

coach

Coach running drills to train qdrant deployments
Rust
2
star
45

rust-parser

Extracts semantics from rust code
Rust
2
star
46

tutorials

This repo contains tutorials, demos, and how-to guides on how to use Qdrant and adjacent technologies.
Jupyter Notebook
1
star
47

demo-qdrant-fiftyone

An example of integrating Qdrant with FiftyOne
Python
1
star
48

sparse-vectors-benchmark

This is a benchmarking tool for Qdrant's sparse vector implementation
Python
1
star
49

crasher

Crashing the party
Rust
1
star