Light

snakeztc / elastiknn Goto Github PK

View Code? Open in Web Editor NEW

This project forked from alexklibisz/elastiknn

1.0 1.0 0.0 114.4 MB

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

Home Page: http://elastiknn.com

License: Apache License 2.0

Java 17.22% Scala 64.73% Python 13.24% Shell 0.27% Dockerfile 0.13% HCL 4.42%

elastiknn's Introduction

Elastiknn

Elasticsearch plugin for similarity search on dense floating point and sparse boolean vectors.

Documentation

Comprehensive documentation is hosted at elastiknn.com

If you're looking to contribute to Elastiknn, please see developer-guide.md.

Community

For questions and discussion, start a Github discussion.
For obvious bugs and feature requests, post a Github issue.

Users

Are you using Elastiknn? If so, please consider submitting a pull request to list your organization below.

Apache Jackrabbit: Uses Elastiknn for image similarity search
rep0st: Uses Elastiknn for reverse image lookups in a set of millions of images

Builds

Build	Status
Github CI Builds
Github Release Build

Releases

Artifact	Release	Snapshot	Downloads
Elasticsearch plugin zip file
Python HTTP client for Elastiknn
Java library w/ exact and approximate vector similarity models
Java library w/ Lucene queries and constructs used in Elastiknn
Scala case classes and circe codecs for the Elastiknn JSON API
Scala HTTP client for Elastiknn, based on elastic4s

Sponsors

YourKit supports open source projects with innovative and intelligent tools for monitoring and profiling Java and .NET applications. YourKit is the creator of YourKit Java Profiler, YourKit .NET Profiler, and YourKit YouMonitor.

elastiknn's People

Contributors

Stargazers

Watchers

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.