Auger T. Generative AI for Web Development. Building Web Applications...2024.pdf

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Generative
AI for Web
Development
Building Web Applications Powered
by OpenAI APIs and Next.js
—
Tom Auger
Emma Saroyan
Generative AI for Web
Development
Building Web Applications
Powered by OpenAI APIs
and Next.js
Tom Auger
Emma Saroyan
Generative AI for Web Development: Building Web Applications Powered
by OpenAI APIs and Next.js
Tom Auger
Edinburgh, Midlothian, UK
ISBN-13 (pbk): 979-8-8688-0884-5
https://doi.org/10.1007/979-8-8688-0885-2
Emma Saroyan
Yerevan, Armenia
ISBN-13 (electronic): 979-8-8688-0885-2
Copyright © 2024 by Tom Auger and Emma Saroyan
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Table of Contents
About the Authors�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½xi
About the Technical Reviewer �½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½xiii
Acknowledgments �½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½xv
Introduction �½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½xvii
Part I: Generative AI�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½1
Chapter 1: What Is Generative AI? �½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½3
1.1 Introduction .....................................................................................................3
1.2 In the Beginning ..............................................................................................4
1.3 The Research Transforming AI ........................................................................6
1.4 The Birth of ChatGPT .......................................................................................7
1.5 Imagining New Worlds ..................................................................................10
1.6 Web Development in the AI Era .....................................................................12
1.7 Summary.......................................................................................................13
Chapter 2: Legal, Ethical, and Security Considerations �½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½�½15
2.1 Introduction ...................................................................................................15
2.2 Copyright and Liability ..................................................................................15
2.3 Veracity and Deepfakes ................................................................................17
2.4 Bias and Fairness..........................................................................................21
2.5 Security and Safety .......................................................................................23
2.6 Summary.......................................................................................................25
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