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Build an AI-Powered Halloween Quiz Game with Gradio & GPT-5

BeginnerGuided Project

Create a spooky AI-powered Halloween Quiz Game using the powerful UI framework Gradio and OpenAI’s GPT-5 model. Learn how to auto-generate themed questions, add lifelines like 50-50 and Flip Question, track player scores, and design an interactive game interface. Build and launch a fully functional AI-driven web app without writing complex frontend code — the perfect beginner-friendly project that blends Python, AI, and creativity into one engaging experience.

Language

  • English

Topic

  • Artificial Intelligence

Skills You Will Learn

  • Python, OpenAI, Gradio, Artificial Intelligence, Front-End Development

Offered By

  • IBMSkillsNetwork

Estimated Effort

  • 40 minutes

Platform

  • SkillsNetwork

Last Update

  • November 4, 2025
About this Guided Project
This hands-on project introduces you to building AI-interactive web apps using Gradio and GPT-5. You’ll create a Halloween-themed quiz game that automatically generates fresh, themed questions using GPT-5 — from spooky riddles to horror movie trivia.
Players can use lifelines like 50-50, Flip Question, or Pass, and the app will track their score and show final results at the end.

You’ll learn how to design interactive interfaces using Gradio Components, connect GPT-5 for real-time content generation, and handle user logic such as scoring, timers, and state persistence. The result is a fun, AI-driven game that demonstrates real-world concepts of LLM-based interactivity, event handling, and creative user experience design.

Who Should Enroll

  • Beginners in AI or Python looking for a creative, hands-on project
  • Developers who want to learn Gradio for building quick AI demos
  • Educators or students who want to design interactive AI-based games
  • Anyone curious about combining GPT models with real-time user interfaces

Why Enroll

In just 30 minutes, you’ll go from idea to execution — building a complete AI quiz game that can be hosted locally or shared via Gradio’s public URL. You’ll understand how to turn GPT-5 prompts into dynamic gameplay elements and walk away with a working interactive app that’s fun, educational, and portfolio-ready.
Whether you’re showcasing your AI skills or just want to create something unique for Halloween, this project gives you a perfect blend of learning and entertainment.


A Look at the Project Ahead

After completing this guided project, you will be able to:
  • Understand Gradio’s architecture — Build and organize components for user input, output, and UI flow.
  • Generate AI-based quiz questions — Use GPT-5 to create creative, random Halloween-themed questions.
  • Implement game logic — Manage lifelines (50-50, flip, pass), scoring, and player progression.
  •  Host and share — Run your quiz locally or deploy it with Gradio’s public share link for friends or students to play.

What You’ll Need

Technical Requirements:
  • Basic knowledge of Python programming
  • No prior AI or web development experience required
Browser Setup:
  • A modern web browser (e.g., Chrome, Firefox) to access Gradio interface.
  •  Internet connection for GPT-5 model access.

Instructors

Jigisha Barbhaya

Data Scientist

I am a Data scientist at IBM and Lead instructor at Skills network. I love to learn and educate. I have completed my MSc(Computer Application) specialisation in Data science from Symbiosis University.

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Contributors

Tenzin Migmar

Data Scientist

Hi, I'm Tenzin. I'm a data scientist intern at IBM interested in applying machine learning to solve difficult problems. Prior to joining IBM, I worked as a research assistant on projects exploring perspectivism and personalization within large language models. In my free time, I enjoy recreational programming and learning to cook new recipes.

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