Flamingo Class 12 Q/A Bot

Project Overview

This project is a RAG based Streamlit web application designed to answer class 12 Book flamingo Q/A.

Setup Instructions

Prerequisites

Ensure you have the following installed:

• llama3 model API served by Ollama
• Python 3.7 or higher
• pip (Python package installer)
• Jupyter Notebook (for generating the required files)

Installation

1. Clone the repository:

   git clone https://github.com/MankiratSingh1315.git
   cd yourproject

2. Install required packages:

   pip install -r requirements.txt

3. Generate .pkl and index files: Open the Jupyter Notebook (generate_files.ipynb) and run all cells to generate the necessary .pkl and index files.

   jupyter notebook generate_files.ipynb

Running the Application

1. Start the Streamlit application:

   streamlit run app.py

2. Access the application: Open your web browser and navigate to http://localhost:8501.