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Practical Generative AI with ChatGPT

You're reading from   Practical Generative AI with ChatGPT Unleash your prompt engineering potential with OpenAI technologies for productivity and creativity

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Product type Paperback
Published in Apr 2025
Publisher Packt
ISBN-13 9781836647850
Length 386 pages
Edition 2nd Edition
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Author (1):
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Valentina Alto Valentina Alto
Author Profile Icon Valentina Alto
Valentina Alto
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Toc

Table of Contents (18) Chapters Close

Preface 1. Fundamentals of Generative AI and OpenAI
2. Introduction to Generative AI FREE CHAPTER 3. OpenAI and ChatGPT: Beyond the Market Hype 4. ChatGPT in Action
5. Understanding Prompt Engineering 6. Boosting Day-to-Day Productivity with ChatGPT 7. Developing the Future with ChatGPT 8. Mastering Marketing with ChatGPT 9. Research Reinvented with ChatGPT 10. Unleashing Creativity Visually with ChatGPT 11. Exploring GPTs 12. OpenAI for Enterprises
13. Leveraging OpenAI’s Models for Enterprise-Scale Applications 14. Epilogue and Final Thoughts 15. Other Books You May Enjoy
16. Index
Appendix

An overview of OpenAI Playground

Today, OpenAI offers a set of pre-trained, ready-to-use models that can be consumed by the general public. This has two important implications:

  • Powerful foundation models can be consumed without the need for long and expensive training
  • It’s not necessary to be a data scientist or an ML engineer to manipulate those models

Users can test OpenAI models in two ways:

  • OpenAI Playground, a friendly user interface where you can interact with models without the need to write any code.
  • Via REST API with a pro-code approach. In fact, all OpenAI models – and, generally speaking, LLMs – comes as pre-built components that can be consumed by applications via endpoints and keys.

In this chapter, we will explore the first approach, while we will see how to incorporate OpenAI models’ APIs in Chapter 11.

Before jumping into the Playground, let’s first have an overview of OpenAI’s models families.

OpenAI Models Families

Over...

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