Book Image

Exploring GPT-3

By : Steve Tingiris
Book Image

Exploring GPT-3

By: Steve Tingiris

Overview of this book

Generative Pre-trained Transformer 3 (GPT-3) is a highly advanced language model from OpenAI that can generate written text that is virtually indistinguishable from text written by humans. Whether you have a technical or non-technical background, this book will help you understand and start working with GPT-3 and the OpenAI API. If you want to get hands-on with leveraging artificial intelligence for natural language processing (NLP) tasks, this easy-to-follow book will help you get started. Beginning with a high-level introduction to NLP and GPT-3, the book takes you through practical examples that show how to leverage the OpenAI API and GPT-3 for text generation, classification, and semantic search. You'll explore the capabilities of the OpenAI API and GPT-3 and find out which NLP use cases GPT-3 is best suited for. You’ll also learn how to use the API and optimize requests for the best possible results. With examples focusing on the OpenAI Playground and easy-to-follow JavaScript and Python code samples, the book illustrates the possible applications of GPT-3 in production. By the end of this book, you'll understand the best use cases for GPT-3 and how to integrate the OpenAI API in your applications for a wide array of NLP tasks.
Table of Contents (15 chapters)
1
Section 1: Understanding GPT-3 and the OpenAI API
4
Section 2: Getting Started with GPT-3
8
Section 3: Using the OpenAI API

Filtering content with JavaScript

In this section, we'll look at a simple content filtering code example using JavaScript. We could write all the code ourselves, but there is a cool feature in Postman that generates code snippets for the requests we create. So, let's give that a try:

  1. To see Postman-generated code snippets, click on the code button on the right-side menu. The arrow in the following screenshot is pointing to the </> icon, which is the button to click:

    Figure 6.4 – Code button to open the code pane

  2. After clicking the code button, a code snippet pane will open in Postman. Change the code snippet type to NodeJs – Axios by selecting it from the drop-down list. Then, click the copy button shown in the following screenshot. This will copy the code snippet to your clipboard:

    Figure 6.5 – Postman code snippet for Node.js – Axios

  3. After copying the code snippet to the clipboard, perform the following steps:

    a) Log in to...