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Building AI Applications with ChatGPT APIs

Building AI Applications with ChatGPT APIs: Master ChatGPT, Whisper, and DALL-E APIs by building ten innovative AI projects

By Martin Yanev
$35.99 $24.99
Book Sep 2023 258 pages 1st Edition
eBook
$35.99 $24.99
Print
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$15.99 Monthly
eBook
$35.99 $24.99
Print
$44.99
Subscription
$15.99 Monthly

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Product Details


Publication date : Sep 21, 2023
Length 258 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781805127567
Vendor :
OpenAI
Category :
Concepts :
toc View table of contents toc Preview Book toc Download Code

Key benefits

  • Become proficient in building AI applications with ChatGPT, DALL-E, and Whisper
  • Understand how to select the optimal ChatGPT model and fine-tune it for your specific use case
  • Monetize your applications by integrating the ChatGPT API with Stripe
  • Purchase of the print or Kindle book includes a free PDF eBook

Description

Combining ChatGPT APIs with Python opens doors to building extraordinary AI applications. By leveraging these APIs, you can focus on the application logic and user experience, while ChatGPT’s robust NLP capabilities handle the intricacies of human-like text understanding and generation. This book is a guide for beginners to master the ChatGPT, Whisper, and DALL-E APIs by building ten innovative AI projects. These projects offer practical experience in integrating ChatGPT with frameworks and tools such as Flask, Django, Microsoft Office APIs, and PyQt. Throughout this book, you’ll get to grips with performing NLP tasks, building a ChatGPT clone, and creating an AI-driven code bug fixing SaaS application. You’ll also cover speech recognition, text-to-speech functionalities, language translation, and generation of email replies and PowerPoint presentations. This book teaches you how to fine-tune ChatGPT and generate AI art using DALL-E APIs, and then offers insights into selling your apps by integrating ChatGPT API with Stripe. With practical examples available on GitHub, the book gradually progresses from easy to advanced topics, cultivating the expertise required to develop, deploy, and monetize your own groundbreaking applications by harnessing the full potential of ChatGPT APIs.

What you will learn

Develop a solid foundation in using the ChatGPT API for natural language processing tasks Build, deploy, and capitalize on a variety of desktop and SaaS AI applications Seamlessly integrate ChatGPT with established frameworks such as Flask, Django, and Microsoft Office APIs Channel your creativity by integrating DALL-E APIs to produce stunning AI-generated art within your desktop applications Experience the power of Whisper API's speech recognition and text-to-speech features Discover techniques to optimize ChatGPT models through the process of fine-tuning

What do you get with eBook?

Feature icon Instant access to your Digital eBook purchase
Feature icon Download this book in EPUB and PDF formats
Feature icon Access this title in our online reader with advanced features
Feature icon DRM FREE - Read whenever, wherever and however you want
Buy Now

Product Details


Publication date : Sep 21, 2023
Length 258 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781805127567
Vendor :
OpenAI
Category :
Concepts :

Table of Contents

19 Chapters
Preface Packt Packt
Part 1:Getting Started with OpenAI APIs Packt Packt
Chapter 1: Beginning with the ChatGPT API for NLP Tasks Packt Packt
Chapter 2: Building a ChatGPT Clone Packt Packt
Part 2: Building Web Applications with the ChatGPT API Packt Packt
Chapter 3: Creating and Deploying an AI Code Bug Fixing SaaS Application Using Flask Packt Packt
Chapter 4: Integrating the Code Bug Fixer Application with a Payment Service Packt Packt
Chapter 5: Quiz Generation App with ChatGPT and Django Packt Packt
Part 3: The ChatGPT, DALL-E, and Whisper APIs for Desktop Apps Development Packt Packt
Chapter 6: Language Translation Desktop App with the ChatGPT API and Microsoft Word Packt Packt
Chapter 7: Building an Outlook Email Reply Generator Packt Packt
Chapter 8: Essay Generation Tool with PyQt and the ChatGPT API Packt Packt
Chapter 9: Integrating ChatGPT and DALL-E API: Build End-to-End PowerPoint Presentation Generator Packt Packt
Chapter 10: Speech Recognition and Text-to-Speech with the Whisper API Packt Packt
Part 4:Advanced Concepts for Powering ChatGPT Apps Packt Packt
Chapter 11: Choosing the Right ChatGPT API Model Packt Packt
Chapter 12: Fine-Tuning ChatGPT to Create Unique API Models Packt Packt
Index Packt Packt
Other Books You May Enjoy Packt Packt

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N/A Jan 20, 2024
star-icon star-icon star-icon star-icon star-icon 4
The book is well written with clear instructions. However some of the code is out of date, for example, the model used by OpenAI. This has further implications for the functions called by the model so that considerable work is required to make the examples work. This is an unfortunate consequence of the rapid changes in this area. However, I noted that the code in the book's Github had not been changed during the past 7 months.
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Anthony Cox Jan 19, 2024
star-icon star-icon star-icon star-icon star-icon 5
As an AI enthusiast I consume books on AI, ML Ops and much more. Building AI Applications with ChatGPT APIs is undoubtedly a cutting edge book. However there are some interesting improvements that can be made to improve this amazing book. Thank you for having such a catalog of some of the most important and innovative books!!!!
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Kam F Siu Jan 30, 2024
star-icon star-icon star-icon star-icon star-icon 5
Feefo Verified review Feefo image
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