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

Martin Yanev

$44.99

4.4 (27 Ratings)

Paperback Sep 2023 258 pages 1st Edition

Martin Yanev

$44.99

4.4 (27 Ratings)

Paperback Sep 2023 258 pages 1st Edition

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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.

Who is this book for?

With best practices, tips, and tricks for building applications using the ChatGPT API, this book is for programmers, entrepreneurs, and software enthusiasts. Python developers interested in AI applications involving ChatGPT, software developers who want to integrate AI technology, and web developers looking to create AI-powered web applications with ChatGPT will also find this book useful. A fundamental understanding of Python programming and experience of working with APIs will help you make the most of this book.

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

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What do you get with Print?

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Download this book in EPUB and PDF formats

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Lin Apr 02, 2024

Great book. The book explain how to customize own GPT but there is no how to deploy it to GPT store

Subscriber review

Kam F Siu Jan 30, 2024

Feefo Verified review

Anthony Cox Jan 19, 2024

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!!!!

Abhijit Nov 09, 2023

I enjoyed going through this book wavered around, "Buliding Web Apps from Chat GPT/Open AI APIs". Here I am sharing few of my relevant reviews:1. This is a comprehensive developer's companion going into details of tapping the offerings of OpenAI into a developer's desktop.2. The book implements typical lifecycle of Application Development starting right from setting up a custom environment in Pycharm.3. In subsequent chapters the book has followed an evolving structured approach of building a 2-tier web app with a Python backend and a web-enabled frontend.4. The book illustrates building an AI powered Saas bug-fixer application with the same generic architecture described above. It provides a detailed walktrough of key code blocks. Finally it illustrates the steps to deploy the application on free tier Azure cloud.The same approach of following a generic architecture is followed to llustrate the integration of a Payment Gateway from Stripe into your applayer, followed by building another project related to Quiz generation.5. In later part the author go beyond ChatGPT API and include DALL-E and Whisper APIs to build more generic projects covering Language Translator, Email Reply generator, Essay Generator, Power point slide generator and text to speech transcriber.

Amazon Verified review

tt0507 Oct 25, 2023

This book serves as an introduction for anyone wanting to master ChatGPT and its applications. The book will be useful for both beginners and experienced programmers, but anyone who knows how to program and make the most out of this book. The book offers many projects where each covers something a bit different (Microsoft Office API, integration into web frameworks such as Django and Flask, and using DALL-E APIs). Readers will also be introduced to techniques to optimize ChatGPT by fine-tuning the models for more specific needs. Overall, the book serves as a great manual for AI and NLP applications.

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

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