AI-Powered NSMQ Quiz Application

Description

The AI-Powered NSMQ Quiz Application is designed to help high school students prepare for the National Science and Maths Quiz (NSMQ). Utilizing advanced technologies such as Natural Language Processing (NLP), Speech-to-Text (STT), and Text-to-Speech (TTS), this application provides an immersive and interactive learning experience. The system features adaptive learning paths, personalized feedback, and realistic quiz simulations to enhance students' preparation for the competition.

Table of Contents

• Description
• Features
• Technologies Used
• Project Structure
• Installation
• Usage
• API Endpoints
• Contributing
• License

Features

• Realistic Quiz Simulations: Timed quizzes that mimic the NSMQ competition environment.
• Adaptive Learning Paths: Personalized feedback and adaptive question paths based on performance.
• Speech Interaction: Integration of speech-to-text and text-to-speech for interactive learning.
• Practice and Tournament Modes: Separate modes for practice and competitive preparation.
• Audio Recording and Transcription: Allows users to answer questions through audio inputs, enhancing the realistic feel of a quiz competition.

Technologies Used

• Frontend:
  • React: For building the user interface.
  • Tailwind CSS: For styling.
  • Vite: As a build tool.
  • Tauri: For wrapping the application into a desktop application.
• Backend:
  • FastAPI: To handle backend services.
  • Python: Programming language used.
• Machine Learning:
  • NLP: For processing and understanding human language.
  • STT: For converting spoken language into text.
  • TTS: For converting text into spoken audio.

Installation

Prerequisites

• Node.js and npm
• Python 3 and pip
• Virtual environment (optional but recommended)

Frontend Installation

cd frontend
npm install
npm run dev

Backend Installation

cd backend
python -m venv venv
source venv/bin/activate  # On Windows use `venv\Scripts\activate`
pip install -r requirements.txt
uvicorn main:app --reload

Sceenshots