santhosh-siddhardha / college.ai-main

AI toold for college students

College.ai

College.ai is a versatile project that harnesses the power of ChatGPT-4 to provide a range of features. The application includes functionalities such as exploring ChatGPT-4 features, training/uploading PDFs, resume analysis, and more.

Tutorial video: https://www.youtube.com/watch?v=K2QHmboTf8o

Table of Contents

• Introduction
• Dependencies
• Installation
• Getting Started
• Folder Structure
• Contributing
• License

Introduction

Welcome to College.ai, your comprehensive solution for exploring the capabilities of ChatGPT-4! This project offers a variety of features, including a Home page, an About section, Ask_To_PDF functionality for training/uploading PDFs, Resume_Analyser for analyzing resumes, ATS for matching job descriptions and resumes, and examples for prompting in Ask to PDF.

Dependencies

Make sure you have the following dependencies installed:

• Streamlit
• google-generativeai
• python-dotenv
• langchain
• PyPDF2
• faiss-cpu
• langchain_google_genai
• pdf2image
• poppler-utils
• streamlit_lottie

You can install them using the following:

pip install -r requirements.txt

Installation

1. Clone the repository:

git clone <link>

2. Navigate to the project directory:

cd <filename>

Getting Started

To start the application, run the following command:

streamlit run <app.py>

This will launch the College.ai application in your default web browser.

Folder Structure

• Pages/
  • home.py: Home page with an introduction to College.ai.
  • About.py: Information about the creator and other details.
  • Ask_To_PDF.py: Functionality to train/upload PDFs and make queries.
  • Resume_Analyser.py: Analyze resumes and provide recommendations.
  • ATS.py: Match job descriptions with resumes and show feedback.
  • Prompt_Examples.py: Examples for prompting in Ask to PDF.

Contributing

If you'd like to contribute to College.ai, please follow these steps:

1. Fork the repository.
2. Create a new branch for your feature or bug fix.
3. Make changes and commit them.
4. Push your changes to your fork.
5. Create a pull request.

License

This project is licensed under the MIT License. Feel free to use, modify, and distribute the code as per the terms of the license.