Giter Site home page Giter Site logo

davidfrothin / chat-with-docs Goto Github PK

View Code? Open in Web Editor NEW

This project forked from anoopshrma/chat-with-docs

0.0 0.0 0.0 65 KB

Chat With your Docs and gain better insights. Understand Data via Graph

Home Page: https://pythonwarriors.com/chat-with-docs-project/

License: MIT License

Python 100.00%

chat-with-docs's Introduction

Chat-with-Docs

image

Chat with your Docs and gain better insights. Powered by LlamaIndex and Streamlit is used for UI. Handles CSV/PDFs/Txt/Doc. CSV file is catered via PandasAI loader and rest of the docs are handled via GPTVectorStoreIndex.

Clone the repo or copy the .py file in your local machine.

Install required Dependencies

pip install -r requirements.txt

Create a folder in the root dir and name it as documents

Run the application

streamlit run chat_with_docs.py

How to Contribute

Feel free to open any Issue or PR request. This small application can help anyone to interact with their docs more smartly in just 2-3 steps.

Roadmap

  • Add support for choosing in between GPT-3/GPT-3.5/GPT-4 or HuggingFace model for creating vectors and generating rich responses.
  • Blog explaining the entire application in detail.
  • Add Docker support.
  • Deploy the project on Streamlit or DataButton platform.
  • Add support to handle multiple files at once.

Snapshots

  • Upload a CSV file. Get better insights by just asking question, Render graphs based on the Data image image image

  • In Doc section, Upload PDFs/Txt/Docs to chat with your docs directly. No need to press CTRL+F to search for anything in the Docs image image

chat-with-docs's People

Contributors

anoopshrma 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.