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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

Creating chatbots

For the last set of examples, we'll look at creating chatbots. Technically, this would be classified as generating text so it could have been covered in Generating content and lists. But creating chatbots with GPT-3 is so much fun it deserves a section of its own. We'll start with a simple conversational chatbot.

A simple chatbot

For our simple chatbot, we'll be using the following prompt. We'll look at code for both Node.js/JavaScript and Python but the prompt for both is the same.

The first part of the prompt provides instructions for how the bot should respond and the general conversational style. You can change a lot about how the bot responds by changing the instructions and the example dialog. For instance, you could change the conversational tone by changing the words friendly and polite to rude and sarcastic.

Here is the prompt text for our simple bot:

The following is a conversation with an AI bot. The bot is very friendly...
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