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Generative AI for Web Development
Building Web Applications Powered by OpenAI APIs and Next.js
Taschenbuch von Emma Saroyan (u. a.)
Sprache: Englisch

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Beschreibung
Explore the world of Generative AI and understand why it matters. This book is divided into two parts, introducing tools such as ChatGPT, DALL-E, and will show you how to use them to build AI-powered web apps.

The first part of the book describes Generative AI and covers the essential models and APIs from OpenAI. Legal, ethical, and security considerations are discussed to help you decide whether it is an appropriate tool for your projects. Yoüll then review ChatGPT and see how to use it effectively for generating code. This is followed by a review of best practices, and tips and techniques for getting around the limitations of ChatGPT and other OpenAI APIs.

The second part of the book provides practical guide to building a series of web apps with [...] that showcase how to use the OpenAI APIs. For example, yoüll learn how to build a Story/Poetry generator, a language learning app, and a blog site with a custom Chatbot widget. The code for the web apps is generated using ChatGPT.

When done with this book, yoüll have a clear understanding of Generative AI and be well on your way to building web applications powered by OpenAI APIs and [...].

What You Will Learn

Assess the legal, ethical, and security concerns with using Generative AI in web applications

Review the latest APIs provided by OpenAI for generating text and image

Use ChatGPT to generate code for web projects, as well as tips and tricks to working around the limitations.

Who This Book Is For¿

Experienced web developers and software engineers who know their way around HTML, CSS, and JavaScript, but have limited or no experience using Generative AI to build web applications.
Explore the world of Generative AI and understand why it matters. This book is divided into two parts, introducing tools such as ChatGPT, DALL-E, and will show you how to use them to build AI-powered web apps.

The first part of the book describes Generative AI and covers the essential models and APIs from OpenAI. Legal, ethical, and security considerations are discussed to help you decide whether it is an appropriate tool for your projects. Yoüll then review ChatGPT and see how to use it effectively for generating code. This is followed by a review of best practices, and tips and techniques for getting around the limitations of ChatGPT and other OpenAI APIs.

The second part of the book provides practical guide to building a series of web apps with [...] that showcase how to use the OpenAI APIs. For example, yoüll learn how to build a Story/Poetry generator, a language learning app, and a blog site with a custom Chatbot widget. The code for the web apps is generated using ChatGPT.

When done with this book, yoüll have a clear understanding of Generative AI and be well on your way to building web applications powered by OpenAI APIs and [...].

What You Will Learn

Assess the legal, ethical, and security concerns with using Generative AI in web applications

Review the latest APIs provided by OpenAI for generating text and image

Use ChatGPT to generate code for web projects, as well as tips and tricks to working around the limitations.

Who This Book Is For¿

Experienced web developers and software engineers who know their way around HTML, CSS, and JavaScript, but have limited or no experience using Generative AI to build web applications.
Über den Autor

Tom Auger is a senior software engineer with extensive experience in building web APIs and web applications for both startups and large enterprises. As an increasing number of breakthroughs were made in AI, Tom decided to take a sabbatical in 2020 and obtained a Master's degree in Computer Science at Edinburgh University researching AI, machine learning and computer security in greater depth. Tom regularly teaches workshops and bootcamps on Generative AI. He currently leads the development of AI in education at the Tumo Center for Creative Technologies to build an AI powered learning coach.

Emma Saroyan graduated with a BS in Computer Science from the American University of Armenia and is currently a developer advocate with a focus on developer products, platforms, and APIs. Before that, she worked at startups at the intersection of technology and education. Emma regularly speaks at international open-source conferences and is an active advocate for women in tech serving on the DISC Committee of NumFOCUS, an organization dedicated to supporting and advancing open-source scientific computing projects. She believes we are at one of the biggest inflection points in human history, given the disruption that Generative AI is creating.

Inhaltsverzeichnis

Part I- Generative AI.- Chapter 1: What is Generative AI.- Chapter 2: Legal, Ethical, and Security Considerations.- Chapter 3: Introduction to ChatGPT.- Chapter 4: ChatGPT for Web Development.- Chapter 5: Introduction to DALL-E.- Chapter 6: Overview of OpenAI APIs.- Chapter 7: Alternative Models.- Part II - Building Generative AI Powered Web Apps.- Chapter 8: Building a Story/Poetry Generator.- Chapter 9: Building a Language Learning App.- Chapter 10: Building a Blog Site with a Custom Chatbot Widget.- Chapter 11: Conclusion and Further Reading.

Details
Erscheinungsjahr: 2024
Genre: Importe, Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xviii
250 S.
91 s/w Illustr.
250 p. 91 illus.
ISBN-13: 9798868808845
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Saroyan, Emma
Auger, Tom
Auflage: First Edition
Hersteller: APRESS
Verantwortliche Person für die EU: APress in Springer Science + Business Media, Heidelberger Platz 3, D-14197 Berlin, juergen.hartmann@springer.com
Maße: 235 x 155 x 15 mm
Von/Mit: Emma Saroyan (u. a.)
Erscheinungsdatum: 21.11.2024
Gewicht: 0,411 kg
Artikel-ID: 129947445
Über den Autor

Tom Auger is a senior software engineer with extensive experience in building web APIs and web applications for both startups and large enterprises. As an increasing number of breakthroughs were made in AI, Tom decided to take a sabbatical in 2020 and obtained a Master's degree in Computer Science at Edinburgh University researching AI, machine learning and computer security in greater depth. Tom regularly teaches workshops and bootcamps on Generative AI. He currently leads the development of AI in education at the Tumo Center for Creative Technologies to build an AI powered learning coach.

Emma Saroyan graduated with a BS in Computer Science from the American University of Armenia and is currently a developer advocate with a focus on developer products, platforms, and APIs. Before that, she worked at startups at the intersection of technology and education. Emma regularly speaks at international open-source conferences and is an active advocate for women in tech serving on the DISC Committee of NumFOCUS, an organization dedicated to supporting and advancing open-source scientific computing projects. She believes we are at one of the biggest inflection points in human history, given the disruption that Generative AI is creating.

Inhaltsverzeichnis

Part I- Generative AI.- Chapter 1: What is Generative AI.- Chapter 2: Legal, Ethical, and Security Considerations.- Chapter 3: Introduction to ChatGPT.- Chapter 4: ChatGPT for Web Development.- Chapter 5: Introduction to DALL-E.- Chapter 6: Overview of OpenAI APIs.- Chapter 7: Alternative Models.- Part II - Building Generative AI Powered Web Apps.- Chapter 8: Building a Story/Poetry Generator.- Chapter 9: Building a Language Learning App.- Chapter 10: Building a Blog Site with a Custom Chatbot Widget.- Chapter 11: Conclusion and Further Reading.

Details
Erscheinungsjahr: 2024
Genre: Importe, Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: xviii
250 S.
91 s/w Illustr.
250 p. 91 illus.
ISBN-13: 9798868808845
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Saroyan, Emma
Auger, Tom
Auflage: First Edition
Hersteller: APRESS
Verantwortliche Person für die EU: APress in Springer Science + Business Media, Heidelberger Platz 3, D-14197 Berlin, juergen.hartmann@springer.com
Maße: 235 x 155 x 15 mm
Von/Mit: Emma Saroyan (u. a.)
Erscheinungsdatum: 21.11.2024
Gewicht: 0,411 kg
Artikel-ID: 129947445
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