Introduction

Imagine an app that not only understands what you say but also generates images to set the scene and speaks back to you, all while guiding you through real-world language scenarios. That’s exactly what you’ll be creating!

In this comprehensive lesson, you’ll take your AI skills to the next level by developing a language tutor app that integrates text, image, and audio processing. This app will provide an immersive and interactive learning experience by simulating real-life situations, such as ordering coffee in a cafe. It will generate appropriate images, provide text prompts, offer audio narration, understand spoken responses, and continue the interaction based on the user’s input.

By the end of this lesson, you’ll be able to:

• Integrate text, image, and audio processing in a single app.
• Implement a user interface for multimodal interactions.
• Evaluate the effectiveness of multimodal integration in enhancing user experience.

Throughout this lesson, you’ll build the user interface using the Gradio library. You’ll learn how to orchestrate these text, image, and audio components to work together seamlessly in a friendly UI. You’ll also dive into the challenges and considerations of designing user interfaces for multimodal apps. You’ll learn how to present information in a way that’s intuitive and enhances learning.

By the end of this lesson, you’ll have created a functional multimodal AI app that demonstrates the exciting possibilities at the intersection of various AI technologies.