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🎓 EduSpace - Intelligent Learning Management System

EduSpace is a next-generation Learning Management System (LMS) designed specifically for IT education. The platform goes beyond traditional course management by integrating AI to provide personalized learning experiences through a RAG architecture.


🌟 AI-Powered Features

  • 🤖 AI Virtual Tutor: A 24/7 virtual assistant that provides instant academic support. It utilizes the Llama-3.1-8b-instant model combined with internal course data (PDFs, lectures) to deliver high-precision answers, effectively preventing AI hallucinations.
  • 📝 AI Quiz Generator: Automatically generates Multiple-Choice Questions (MCQs) directly from PDF documents. This helps instructors save up to 80% of time on assessment design and allows students to perform instant self-evaluations.
  • 💳 Online Payment: Integrated with the PayOS payment gateway (supporting QR Codes and Bank Transfers), enabling seamless enrollment in specialized premium courses.
  • 📊 Progress Analytics: Visualizes learning journeys and academic performance through interactive dashboards.

📚 Core LMS Functionalities

  • 👨‍🏫 Instructor Studio: A dedicated workspace for educators to create courses, upload multimedia content (Videos, Slides, PDFs), and manage student enrollments.
  • 📖 Interactive Learning: * Multimedia Player: Seamlessly study through video lectures and integrated slide viewers.
    • Assignment Management: Submit tasks, track deadlines, and receive feedback from instructors.
  • 💳 Secure Payments: Fully integrated with the PayOS gateway, supporting VietQR and Bank Transfers for seamless course purchases.
  • 👥 Multi-Role System: Secure access control for Students, Instructors, and Administrators to ensure a streamlined educational workflow.
  • 📑 Certification: Automated generation of completion certificates upon fulfilling course requirements.

🛠 Tech Stack

Frontend

  • Framework: React.js (v18.2.0) powered by Vite
  • State Management: Redux Toolkit
  • Styling: Tailwind CSS
  • Animations: Framer Motion

Backend

  • Runtime: Node.js & Express.js
  • Database: MongoDB (NoSQL) with Vector Search capabilities
  • AI Engine: * Inference: Llama-3.1-8b-instant (via Groq/Ollama)
    • Embedding: models/gemini-embedding-001
  • Payment Gateway: PayOS API

🚀 Installation and Setup

Prerequisites

  • Node.js (v18 or higher)
  • MongoDB Atlas or Local MongoDB instance
  • API Keys: Google Gemini, Groq (for Llama 3.1), and PayOS credentials.

Step-by-Step Guide

  1. Clone the repository:

    git clone [https://github.com/yourusername/eduspace-lms.git](https://github.com/yourusername/eduspace-lms.git)
    cd eduspace-lms
  2. Backend Configuration:

    cd server
    npm install

    Create a .env file in the server directory:

    DATABASE_URL=mongodb://127.0.0.1:27017/yourdbname
    PORT=5000
    MAIL_HOST=smtp.gmail.com
    MAIL_USER="example@example.com"
    MAIL_PASS="examplepassword"
    JWT_SECRET="example"
    PAYOS_CLIENT_ID="example"
    PAYOS_API_KEY="example"
    PAYOS_CHECKSUM_KEY="example"
    GROQ_API_KEY="example"
    GOOGLE_API_KEY="example"
    PINECONE_API_KEY="example"
    PINECONE_INDEX="example"
    CLIENT_URL=http://localhost:5173
  3. Frontend Configuration:

    cd ../client
    npm install
  4. Run the application: From the root directory, execute:

    npm run dev

    The application will be accessible at: http://localhost:5173

About

EduAI is a modern AI-powered Learning Management System that enables students to access courses, track their progress, and receive personalized learning recommendations. The system is designed to provide an interactive and scalable online learning experience. Tech Stack: React (Vite), Node.js, RESTful API, MongoDB.

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