frontend-developer-ui / synergia-a_multi_document_chat_bot

An Interactive Multiple Document Chat Bot

SYNERGIA-A_MULTI_DOCUMENT_CHAT_BOT

This is an Interactive Multiple Document Chat Bot built using Streamlit, LangChain, Huggingface, and OpenAI.

Table of Contents

• Prerequisites
• Installation
• Running the application
• Copyright and License

Prerequisites

Install the following prerequisites:

1. Python 3.10.4 or higher
2. Streamlit
3. Huggingface.co API
4. OpenAI API

Installation

Backend

1. Create a virtual environment

From the root directory run:

python -m venv venv

2. Activate the virtual environment

From the root directory run:

On macOS:

source venv/bin/activate

On Windows:

venv\scripts\activate

3. Install required backend dependencies

From the root directory run:

pip install -r requirements.txt

4. Install Individually

From the root directory run:

pip install langchain

pip install torch

pip install accelerate

pip install sentence_transformers

pip install streamlit_chat

pip install streamlit

pip install faiss-cpu

pip install tiktoken

pip install ctransformers

pip install huggingface-hub

pip install pypdf

pip install python-dotenv

pip install replicate

pip install docx2txt

Running the application

From the root directory run:

streamlit run main.py

Copyright and License

Copyright © 2023 Frontend-Developer-ui. Code released under the MIT license.