Abstract

The Smart AI Quiz App is an interactive web-based tool that dynamically generates quizzes on any topic the user chooses. By integrating OpenAI's GPT API with a Flask backend and a simple HTML/CSS frontend, the app creates engaging quiz experiences for educational or casual use. It showcases the use of generative AI in edtech tools with real-time feedback and scoring features.

Introduction

AI-powered learning tools are reshaping education by personalizing content and automating assessments. The Smart AI Quiz App demonstrates how language models like GPT can be harnessed to create dynamic quizzes tailored to the user's input topic. This project was built as an educational prototype to explore the intersection of AI and interactive learning.

Methodology

• Input: The user submits a topic (e.g., “Planets”, “Bible”, “Human Body”).
• Prompt Engineering: The app sends a tailored prompt to OpenAI asking it to return a 5-question quiz based on the topic.
• API Integration: Python’s openai module handles the backend communication with GPT.
• UI: The frontend is built using HTML and styled with CSS to collect answers and display results.
• Logic: User answers are compared with GPT’s provided answer, and scores are tracked.
• Platform: Developed and deployed on Replit for ease of access and sharing.

Experiments

Results

• The app successfully generated quizzes in real-time across various subjects.
• Users found the quiz format intuitive and the feedback immediate.
• Accuracy of GPT-generated answers remained above 80% for most tested topics.
• The model responded better when topics were specific (e.g., “Human Respiratory System” vs. “Science”).

Conclusion

The Smart AI Quiz App proves that even with minimal UI and no database, a powerful AI tool can create highly interactive and topic-specific learning experiences. Future enhancements like difficulty settings, voice support, and timer-based scoring could make it a full-fledged edtech product. This project highlights how educators and developers can quickly prototype AI-driven applications.