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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

Using files with the Answers endpoint

To use documents from a file, the first thing we'll need to do is get the file uploaded to OpenAI so it can be used by the Answers endpoint. The process involves creating a file containing our documents, then using the files endpoint to upload the file and get a file ID that can be used when we make requests to the Answers endpoint. To create and upload the answer file, complete the following steps:

  1. Create a new jsonl file named answers.jsonl and some answers for the file in the following format:
    {"text": "I am a day younger than I will be tomorrow"}
    {"text": "I like to code in Python."}
    {"text": "My favorite food is carrot cake."}
  2. Create another new file named files-upload.js.
  3. Add the following code in file-upload.js:
  4. Require a few modules that will be used:
    const fs = require('fs');
    const axios = ...
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