QuizAI

Overview

QuizAI is an intelligent quiz platform designed to revolutionize the way quizzes are conducted and taken. Utilizing advanced Natural Language Processing (NLP) and Machine Learning (ML) technologies, QuizAI aims to provide a more interactive and adaptive quiz environment.

Features

AI-Based Questions: Utilizes GPT-3.5 Turbo to generate and answer questions.
Personalized Quizzing: Machine learning algorithms adapt the quiz according to the user's performance.
Efficient Storage: Uses ElasticSearch for efficient storage, retrieval, and search of quiz questions and answers.
Dockerized: Containerization using Docker for easy deployment.
Responsive Design: A user-friendly interface optimized for both mobile and desktop, built with Streamlit or FastAPI.

Tech Stack

Programming Language: Python
Web Framework: Flask for backend, Streamlit/FastAPI for frontend
Machine Learning: TensorFlow/Keras or PyTorch
NLP Libraries: SpaCy or NLTK
Database: ElasticSearch
DevOps: Docker, Google Cloud Platform (GCP)
Version Control: Git/GitHub
Project Management: Google Workspace (Drive, Docs, Sheets, Slides)

How To Run

Clone the repository

git clone https://github.com/PatrickAttankurugu/QuizAI.git

Navigate to the project directory and install dependencies
```
cd QuizAI
pip install -r requirements.txt
```
Run the project
```
python main.py
```

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

PatrickAttankurugu / QuizAI