1 Understanding generative AI web apps

This chapter covers

Introducing generative AI web applications
How AI is used in web applications
How generative AI compares to traditional AI
Concerns and implications of generative AI

Web development is experiencing a revolution driven by generative AI. This technology allows applications to generate creative text, images, and even video content, pushing the boundaries of what's possible. The adoption of generative AI has been swift, with tools emerging just a few years ago (like ChatGPT) now finding widespread use.

These advancements translate into powerful benefits for web apps. Generative AI can create engaging conversational interfaces, streamline workflows through automation, and unlock entirely new user experiences. Unlike traditional web apps that rely on static data or predefined responses, Generative AI web apps can adapt and generate personalized content based on user input or context. This dynamic generation of content opens possibilities for more interactive and engaging applications.

This book shows you how to harness the potential of generative AI and build next-generation web applications If you're a web developer interested in integrating generative AI features but unsure how to start, this book will guide you through building web applications powered by generative AI.

1.1 What are generative AI web applications?

First, let’s establish a working definition of generative web applications.

1.1.1 What generative AI can do

1.1.2 Real-world uses of generative AI

1.2 What you'll gain from this book

1.2.1 Learn the AI Ecosystem

1.2.2 Explore tools for building generative AI web applications

1.2.3 Practical application: Two comprehensive projects

1.3 Key components of generative AI web apps

1.3.1 A mental model for generative AI web apps

1.4 Recent developments in generative AI

1.4.1 Evolution and impact of transformers

1.4.2 The generative AI aspect

1.4.3 “Generative” AI vs traditional AI

1.4.4 What are the types of generative AI?

1.5 Concerns and implications of Generative AI

1.5.1 What are the limitations of generative AI?

1.5.2 Will developers lose jobs because of AI?

1.5.3 Are generative AI outputs reliable?

1.6 References

1.7 Summary