Exploring GPT-3

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.

Type
ebook
Category
Data
publication date
2021-08-27
what you will learn

Understand what GPT-3 is and how it can be used for various NLP tasks
Get a high-level introduction to GPT-3 and the OpenAI API
Implement JavaScript and Python code examples that call the OpenAI API
Structure GPT-3 prompts and options to get the best possible results
Select the right GPT-3 engine or model to optimize for speed and cost-efficiency
Find out which use cases would not be suitable for GPT-3
Create a GPT-3-powered knowledge base application that follows OpenAI guidelines

no of pages
296
duration
592
key features
Understand the power of potential GPT-3 language models and the risks involved * Explore core GPT-3 use cases such as text generation, classification, and semantic search using engaging examples * Plan and prepare a GPT-3 application for the OpenAI review process required for publishing a live application
approach
Readers of any skill level are provided with a hands-on introduction to using GPT-3 and the OpenAI API. Practical examples illustrate how GPT-3 can be used for various natural language processing tasks and sample code is provided in multiple programming languages. In addition, examples are also provided in a graphical environment for readers who want to learn and use GPT-3 without programming.
audience
Exploring GPT-3 is for anyone interested in natural language processing or learning GPT-3 with or without a technical background. Developers, product managers, entrepreneurs, and hobbyists looking to get to grips with NLP, AI, and GPT-3 will find this book useful. Basic computer skills are all you need to get the most out of this book.
meta description
Get started with GPT-3 and the OpenAI API for natural language processing using JavaScript and Python
short description
Gain a high-level introduction to GPT-3 and the OpenAI API with Exploring GPT-3. Get started without prior programming experience and learn how to work with GPT-3 for text generation, classification, semantic search, and more either without coding using the OpenAI Playground or by following simple code examples in both JavaScript and Python.
subtitle
An unofficial first look at the general-purpose language processing API from OpenAI
keywords
nlp book; JavaScript programming; JavaScript book; gpt book; chatgpt; chatbot gpt; gpt-3 book
Product ISBN
9781800563193