GlobalLearn

A Modern Learning-Management-System

Team Members

Project Architecture

• Frontend server to interact with user
• Backend server to implement the bussiness logics
• AI server to handle all heavy AI powered asyncernous task

Project Objectives

• Develop Next gen AI integrated LMS Platform.
• Provide courses in multiple language
• Auto notes generation and quiz creation

Project Setup

Setup the .env file using env_example for respective server.

Frontend Server (Nodejs v20.10.0)

for development

npm i
npm run dev

for Production

npm run build
npm start

Backend Server (Nodejs v20.10.0)

for development

npm i
npm run dev

for Production

npm run build
npm start

AI Server (Python 3.11 || Python 3.9)

for development ,initially create virtual environment

pip install virtualenv
virtualenv venv

if unix/linux

source venv/bin/activate

if windows

venv/Scripts/activate

Below steps are common

pip install -r requirements.txt
python manage.py runserver 0.0.0.0:5000

Project Planning

• authentication system
  • signUp
  • login
  • Update
  • social authentication
  • refresh token + access token for authentication
  • Profile Page
  • Banned user
• User Friendly Layout Update ( from admi n Portal)
  • Update front page Banner
  • Update FAQ
  • Admin can update Course and Course Category
• Courses
  • CRUD
• Admin Dashboard
  • Analytics
  • Orders and Invoices
• Notification System
• Maintaining Cache (frontend + backend)
• AI Video Dubbing
• Using AI, Notes Generation
• Using AI, Quiz Creation ( Tentative Feature )

Future Scopes

• Auto Merging Similar Question and Give Answer in EveryScopes using GenAI
• Voice Cloning using ElevenLabs API
• Multiple Voice Detection and Its voice cloning
• Extraction of background Track
• Reducing overlap by reducing literal Tranlation

Current Bugs and Issue

• Currently Demo video is configure yet as it not been accepted
• AWS SDK at client server has security issue as we need to set up AWS-sdk server side of next js.