Cloud Mentor

AI Tutor Platform

A cloud-based, AI-driven tutoring platform that leverages Google Cloud and GPT-4 to help students learn course content efficiently.

Table of Contents

• Project Overview
• Features
• Installation
• Usage
• Database Structure
• API Endpoints
• Current Development
• Future Development
• License

Project Overview

The AI Tutor Platform provides a customized learning experience using AI. It allows proctors to upload course documents, processes them to understand content, and enables students to ask questions on the material.

Features

• Cloud-based AI tutoring with OpenAI GPT-4
• Google Cloud Integration for file storage and database management
• Secure access and role-based management with PostgreSQL

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/yourrepository.git
   cd yourrepository

2. Install the dependencies:

   pip install -r requirements.txt

3. Set up environment variables in a .env file:

   OPENAI_API_KEY=your_openai_api_key
   GOOGLE_APPLICATION_CREDENTIALS="path/to/your/credentials.json"
   DB_HOST=35.196.108.73
   DB_NAME=your_db
   DB_USER=your_user
   DB_PASS=your_password
   

Usage

Run the application:

  python app.py

The platform will start on localhost:5000, accessible in your browser.

Database Structure

The platform includes the following database tables:

• Proctors - Stores proctor ID, email, and password.
• Courses - Stores course information, including name, proctor association, and file paths.
• Students - Stores student information, including usernames and passwords.
• Student_Courses - Links students to their courses and tracks individual learning contexts.

API Endpoints

• /upload - Upload course materials.
• /train - Process course documents to build an AI model.
• /chat - Interact with the AI tutor.

Current Development

• Full integration of the PostgreSQL database into the program
• Exploration of Mathematical support
• Test of more variety of models

Future Development

Add support for new file types Expand AI model capabilities with interactive and adaptive learning modules Integrate multi-language support

License

This project is licensed under the MIT License.