Book Image

GPT-3

By : Sandra Kublik, Shubham Saboo
3 (2)
Book Image

GPT-3

3 (2)
By: Sandra Kublik, Shubham Saboo

Overview of this book

GPT-3 has made creating AI apps simpler than ever. This book provides a comprehensive guide on how to utilize the OpenAI API with ease. It explores imaginative methods of utilizing this tool for your specific needs and showcases successful businesses that have been established through its use. The book is divided into two sections, with the first focusing on the fundamentals of the OpenAI API. The second part examines the dynamic and thriving environment that has arisen around GPT-3. Chapter 1 sets the stage with background information and defining key terms. Chapter 2 goes in-depth into the API, breaking it down into its essential components, explaining their functions and offering best practices. Chapter 3, you will build your first app with GPT-3. Chapter 4 features interviews with the founders of successful GPT-3-based products, who share challenges and insights gained. Chapter 5 examines the perspective of enterprises on GPT-3 and its potential for adoption. The problematic consequences of widespread GPT-3 adoption, such as misapplication and bias, are addressed along with efforts to resolve these issues in Chapter 6. Finally, Chapter 7 delves into the future by exploring the most exciting trends and possibilities as GPT-3 becomes increasingly integrated into the commercial ecosystem.
Table of Contents (12 chapters)
Preface
Free Chapter
1
Contents
2
Chapter 1: The Large Language Model Revolution
3
Chapter 2. Getting Started with OpenAI API
4
Chapter 3: GPT-3 and Programming
5
Chapter 4: GPT-3 as Enabler for Next-Gen Startups
6
Chapter 5: GPT-3 as the Next Step in Corporate Innovation
7
Chapter 6: GPT-3: The Good, the Bad, and the Ugly
8
Conclusion: Democratizing Access to AI
9
Acknowledgements
10
About The Author
11
About The Author
Chapter 2. Getting Started with OpenAI API
Even though GPT-3 is the most sophisticated and complex language model in the world, its capabilities are abstracted as a simple "text-in-text-out" interface to end users. This chapter will get you started with using that interface, Playground, and cover the technical nuances of the OpenAI API because it is always the details that reveal the true gems.
To work through this chapter, you must sign up for an OpenAI account at https://beta.openai.com/signup. If you haven’t done that, please do so now.
OpenAI Playground
Your OpenAI developer account provides access to the API and infinite possibilities. We’ll start with Playground, a private web-based sandbox environment that allows you to experiment with the API, learn how its components work, and access developer documentation and the OpenAI community. We will then show you how to build robust prompts that generate favorable responses for your application. We’ll...