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

Building PowerPoint Apps with the PPTX Python Framework

In this section, we will guide you through the process of setting up your very own PowerPoint Presentation Generator app using the pptx Python library and the ChatGPT API. We’ll explore how to leverage the power of the pptx library to automate the creation of PowerPoint presentations, allowing you to dynamically generate slides with customized content. Furthermore, we’ll demonstrate how to integrate this PowerPoint generation functionality into a Tkinter application, enabling you to build a user-friendly interface for your slide generator.

For this project, we will use the PyCharm IDE, which is our preferred IDE when working with Python. Launch PyCharm and click on Create New Project or go to File | New Project. Choose the location where you want to create your project and name it PowerPoint Generator. Keep the default settings and click on the Create button.

Once your project is open, you can find the Terminal...