Retrieval-Augmented Generation (RAG) powered Document Chat

DocChat is a Streamlit-based application that enables users to interact with their documents in a conversational manner. By leveraging the power of OpenAI's GPT models, DocChat allows users to upload documents and engage in a chat-like interface to extract information, ask questions, or simply explore the content of their documents in a more intuitive way.

Features

OpenAI Integration: Utilize various OpenAI models including GPT-3.5 and GPT-4 for understanding and generating responses based on the document's content.
Support for Multiple Document Types: Upload and interact with PDFs, DOCXs, Markdown, and text files.
Session Management: Unique session handling for each user, ensuring a personalized and secure experience.
Easy to Use Interface: A simple and intuitive UI/UX, making it accessible for users with varying levels of technical expertise.

Getting Started

Prerequisites

Before you begin, ensure you have met the following requirements:

Python 3.7 or later
An OpenAI API key. You can obtain one by signing up at OpenAI.

Installation

Follow the following instructions:

git clone https://github.com/bkhanal-11/DocChat.git
cd DocChat
python3 -m venv venv
source venv/bin/activate
pip3 install -r requirements.txt
streamlit run app.py

After running the command, Streamlit will start the application and provide a local URL which you can visit using your web browser to access DocChat.