satyamrathirar/minedroid

MineDroid

Problem Statement

Chatbot to respond to text queries pertaining to various Acts, Rules, and Regulations applicable to Mining industries

Features

1. Answers basic queries pertaining to anything in general like a smart chatbot.
2. Answers queries accurately related to rules, regulations and information about Indian Mining Industries in a detailed manner.

Local Setup and Installation

To get the chatbot running locally on your own device, install Langchain and other required dependencies:

pip install langchain openai chromadb tiktoken unstructured streamlit googletrans==3.1.0a0

Head over to constants.py and insert your own OpenAI API key.

To run the pdf_reader:

1. Create a python virtual environment and a .env file
2. Create and insert your own replicate api key as enviornment variable

REPLICATE_API_TOKEN = <your replicate api token>

3. Finally install all the required dependencies

pip install langchain tiktoken replicate streamlit_chat pypdf faiss-cpu sentence_transformers

Running the bot at your terminal:

To run the chatbot load your preferred .txt file.

> python chatbotCore.py
Input some text:

To run the pdf reader type in the following command at your terminal after following the instructions given in the Setup section

> streamlit run <path of your folder>.venv/pdfbot.py