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Exploring GPT-3

You're reading from   Exploring GPT-3 An unofficial first look at the general-purpose language processing API from OpenAI

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Product type Paperback
Published in Aug 2021
Publisher Packt
ISBN-13 9781800563193
Length 296 pages
Edition 1st Edition
Languages
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Author (1):
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Steve Tingiris Steve Tingiris
Author Profile Icon Steve Tingiris
Steve Tingiris
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Table of Contents (15) Chapters Close

Preface 1. Section 1: Understanding GPT-3 and the OpenAI API
2. Chapter 1: Introducing GPT-3 and the OpenAI API FREE CHAPTER 3. Chapter 2: GPT-3 Applications and Use Cases 4. Section 2: Getting Started with GPT-3
5. Chapter 3: Working with the OpenAI Playground 6. Chapter 4: Working with the OpenAI API 7. Chapter 5: Calling the OpenAI API in Code 8. Section 3: Using the OpenAI API
9. Chapter 6: Content Filtering 10. Chapter 7: Generating and Transforming Text 11. Chapter 8: Classifying and Categorizing Text 12. Chapter 9: Building a GPT-3-Powered Question-Answering App 13. Chapter 10: Going Live with OpenAI-Powered Apps 14. Other Books You May Enjoy

Chapter 2: GPT-3 Applications and Use Cases

GPT-3 was designed to be a general-purpose language processing model, meaning it wasn't explicitly trained for any one type of language processing task. So, possible use cases include virtually any natural language processing task you can imagine and others that probably haven't been imagined yet. New use cases for GPT-3 are constantly being discovered and that is a big part of the allure for many users. Sure, it does better with some tasks than others, but still, there are hundreds of possible uses. In this chapter, we'll break down some general use cases, and see how you can get started testing prompts of your own.

Our topics for this chapter are as follows:

  • Understanding general GPT-3 use cases
  • Introducing the Playground
  • Handling text generation and classification tasks
  • Understanding semantic search
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