Description: Exploring GPT-3: An unofficial first look at the general-purpose language processing API from OpenAI Get started with GPT-3 and the OpenAI API for natural language processing using JavaScript and PythonKey FeaturesUnderstand the power of potential GPT-3 language models and the risks involvedExplore core GPT-3 use cases such as text generation, classification, and semantic search using engaging examplesPlan and prepare a GPT-3 application for the OpenAI review process required for publishing a live applicationBook DescriptionGenerative 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.What you will learnUnderstand what GPT-3 is and how it can be used for various NLP tasksGet a high-level introduction to GPT-3 and the OpenAI APIImplement JavaScript and Python code examples that call the OpenAI APIStructure GPT-3 prompts and options to get the best possible resultsSelect the right GPT-3 engine or model to optimize for speed and cost-efficiencyFind out which use cases would not be suitable for GPT-3Create a GPT-3-powered knowledge base application that follows OpenAI guidelinesWho this book is forExploring 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.Table of ContentsIntroducing GPT-3 and the OpenAI APIGPT-3 Applications and Use CasesWorking with the OpenAI PlaygroundWorking with the OpenAI API Calling the OpenAI API in CodeContent FilteringGenerating and Transforming TextClassifying and Categorizing TextBuilding a GPT-3 Powered Question-Answering AppGoing Live with OpenAI- Powered Apps Read more
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EAN: 9781800563193
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ISBN: 1800563191
Brand: NA
Book Title: Exploring GPT-3: An unofficial first look at the general-purpose
GTIN: 09781800563193
ISBN10: 1800563191
ISBN13: 9781800563193
Author: Bret Kinsella, Steve Tingiris
Publication Name: Exploring GPT-3 : An Unofficial First Look at the General-Purpose Language Processing API from OpenAI
Format: Trade Paperback
Language: English
Publisher: Packt Publishing, The Limited
Publication Year: 2021
Type: Textbook
Number of Pages: 296 Pages