Mistral-Hackathon-2024

This was part of a 24-hour hackathan based in Paris.

CampusBOLT

Table of Contents

• Introduction
• Features
• Installation
• Contributors

Introduction

The CampusBOLT is a robust solution designed to assist students with administrative queries using RAG and LLMs. It serves as a virtual advisor, providing timely and accurate information, making the administrative process more efficient and student-friendly.

Features

• Uses Mistral large model/Groq: User can select between Groq for faster inference speeds, or Mistral for more thorough answers.
• Information Retrieval: Utilizes RAG to fetch relevant information from a vast knowledge base.
• User-Friendly Interface: Easy to interact with, providing a seamless user experience.
• Multi-Lingual Support: Responds to the user query in their language
• Ticket Generation: Summarizes the conversation and generates a support ticket to the admin team automatically if the user needs more help

Installation

Prerequisites

• Python 3.7 or higher
• pip (Python package installer)

Steps

1. Clone the repository:

   git clone https://github.com/AchilleasDrakou/mistral-hack.git
   

2. Create and activate a virtual environment In MacOS:

   virtualenv .venv
   source .venv/bin/activate
   

3. In Windows:

   virtualenv .venv
   .venv\Scripts\activate
   

4. Install the required packages(Note:change directory to 'Project folder')

   pip install -r requirements.txt
   

5. Run the Streamlit application

   streamlit run CampusBOLT.py
   
   

Contributors

1. Achilleas Drakou - LinkedIn
2. Irene Sunny - LinkedIn, Github
3. Poongkundran Thamaraiselvan - LinkedIn, GitHub
4. Roshan Velpula - LinkedIn, GitHub