Book Image

Building AI Applications with ChatGPT APIs

By : Martin Yanev
4.2 (5)
Book Image

Building AI Applications with ChatGPT APIs

4.2 (5)
By: Martin Yanev

Overview of this book

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.
Table of Contents (19 chapters)
Free Chapter
1
Part 1:Getting Started with OpenAI APIs
4
Part 2: Building Web Applications with the ChatGPT API
8
Part 3: The ChatGPT, DALL-E, and Whisper APIs for Desktop Apps Development
14
Part 4:Advanced Concepts for Powering ChatGPT Apps

Part 3: The ChatGPT, DALL-E, and Whisper APIs for Desktop Apps Development

In this part, your attention will be directed toward the creation of desktop applications, broadening your expertise across an array of artificial intelligence APIs. You will explore AI art by seamlessly integrating the ChatGPT and DALL-E APIs to infuse your applications with captivating artistic capabilities. Additionally, you will explore the realm of language translation and transcription through the utilization of the Whisper API. Throughout this part, you will be exposed to various desktop application frameworks such as Tkinter, PyQt, and the Microsoft Office APIs, enabling you to craft robust and feature-rich applications.

This part has the following chapters:

  • Chapter 6, Language Translation Desktop App with the ChatGPT API and Microsoft Word
  • Chapter 7, Building an Outlook Email Reply Generator
  • Chapter 8, Essay Generation Tool with PyQt and the ChatGPT API
  • Chapter 9, Integrating...