Giter VIP home page Giter VIP logo

embedai's Introduction

PrivateGPT

Create a QnA chatbot on your documents without relying on the internet by utilizing the capabilities of local LLMs. Ensure complete privacy and security as none of your data ever leaves your local execution environment. Seamlessly process and inquire about your documents even without an internet connection. Inspired from imartinez

pgpt

Contents

Getting started

Code is up, โญ (Star) the repo meanwhile to receive updates

Follow Anil Chandra Naidu Matcha & Ankur Singh on twitter for updates

Requirements

  • Python 3.8 or later
  • NodeJS v18.12.1 or later
  • Minimum 16GB of memory

How to run

  1. Go to client folder and run the below commands

    npm install   
    npm run dev
  2. Go to server folder and run the below commands

    pip install -r requirements.txt
    python privateGPT.py
  3. Open http://localhost:3000, click on download model to download the required model initially

  4. Upload any document of your choice and click on Ingest data. Ingestion is fast

  5. Now run any query on your data. Data querying is slow and thus wait for sometime

Support

Join our discord https://discord.gg/A6EzvsKX4u to get support

Data

The supported extensions for documents are:

  • .csv: CSV,
  • .docx: Word Document,
  • .enex: EverNote,
  • .eml: Email,
  • .epub: EPub,
  • .html: HTML File,
  • .md: Markdown,
  • .msg: Outlook Message,
  • .odt: Open Document Text,
  • .pdf: Portable Document Format (PDF),
  • .pptx : PowerPoint Document,
  • .txt: Text file (UTF-8),

Check repos

embedai's People

Contributors

anil-matcha avatar vadootvpeer avatar ncodepro avatar joemccann avatar ashtrindade avatar djibe avatar staeiou avatar revskill10 avatar thephabulousphantom avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.