Giter VIP home page Giter VIP logo

weaviate-txtai's Introduction

Introduction

This package aims to provide a convenient way to use weaviate as a document store when building solutions using txtai.

Installation

pip install weaviate-txtai

Usage

Here is an example of a txtai configuration that uses this package for semantic search:

embeddings:
  path: sentence-transformers/nli-mpnet-base-v2

nop:

weaviate_txtai.client.Weaviate:
  url: http://weaviate:8080
  custom_schema:
      class: "Post"
      properties:
       - name: "content"
         dataType:
          - text
      vectorIndexConfig:
       distance: "dot"

workflow:
  index:
    batch: 2500
    tasks:
    - action: [nop, transform]
      unpack: False
    - action: weaviate_txtai.client.Weaviate
      unpack: False
  search:
    tasks:
    - action: transform
    - action: weaviate_txtai.client.Weaviate
      args: [search]

Read this blog post for an end-to-end example.

Roadmap

¯\_(ツ)_/¯

TODOs

  • Assess community interest in this package
  • Figure out roadmap to 1.0.0 release
  • Write docs for contributing

weaviate-txtai's People

Contributors

hsm207 avatar wseng avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

Forkers

stjordanis

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

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

  • Typescript photo Typescript

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

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo 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.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

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

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.