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Exploring GPT-3

Exploring GPT-3

By : Tingiris
4.3 (16)
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Exploring GPT-3

Exploring GPT-3

4.3 (16)
By: 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)
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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

Preface

What if this book was written by artificial intelligence? Would you read it? I hope so because parts of it were. Yes, GPT-3 was used to create parts of this book. It's a bit meta I know, a book about GPT-3 written by GPT-3. But creating content is one of the many great uses for GPT-3. So why not? Also, for me, content generation was the use case that most piqued my interest. I wondered if GPT-3 could be used in a product I was working on to automate the generation of technical learning material.

You probably also have a specific reason why you're interested in GPT-3. Perhaps it's intellectual curiosity. Or maybe you have an idea that you think GPT-3 can enable. You've likely seen online demos of GPT-3 generating content, writing code, penning poetry, or something else, and you're wondering if GPT-3 could be used for an idea you have. If so, this book was written specifically for you.

My goal for this book is to provide a practical resource to help you get started with GPT-3, as quickly as possible, without any required technical background. That said, as I write this, GPT-3 is still in private beta. So, everyone is learning as they go. But the one thing I've learned for sure is that the possible applications for GPT-3 are vast and there is no way to know all of what's possible, let alone get it into a book. So, I hope this book makes getting started easy, but I also hope it's just the beginning of your journey Exploring GPT-3

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