QuizQube
AI-powered quiz platform for learning and knowledge testing
Overview
QuizQube is an AI-powered quiz platform that helps users learn and test their knowledge by generating quizzes from uploaded documents. This project was created as a side project to explore Next.js and interactions with Large Language Models (LLMs).
Key Features
- Upload PDF documents (up to 3)
- Generate quizzes based on uploaded content
- Customize quiz settings (number of questions, difficulty, type of quiz)
- Interactive quiz-taking experience
- Results overview with correct answers
- User authentication
- Personalized settings
Development Process
The development of QuizQube followed an iterative process, starting with the implementation of document upload functionality and quiz generation. We then focused on creating an engaging user interface and integrating user authentication for personalized experiences.
Project Details
- Date
- 2024
- Category
- Personal
- Team
- El Jakani
- Client
- Side Project
Technologies Used
Project Links
Challenges and Solutions
Integrating AI for Quiz Generation
Implementing an effective algorithm for generating relevant and diverse quiz questions from uploaded documents.
Solution: Utilized Large Language Models and fine-tuned the quiz generation process to ensure high-quality, context-appropriate questions.
Handling Document Processing
Efficiently processing and extracting information from uploaded PDF documents.
Solution: Implemented a robust document processing pipeline using AWS S3 for storage and server-side parsing for content extraction.
Results and Impact
QuizQube successfully demonstrates the potential of AI-powered learning tools, offering users a personalized and interactive way to test and expand their knowledge based on their own materials.