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

Generating Art with the DALL-E API

In this section, we will explore the exciting integration of the ChatGPT API and the DALL-E API. We will demonstrate how these two powerful artificial intelligence tools can be combined to create unique and visually stunning artwork. By leveraging the ChatGPT API, we will generate a DALL-E prompt based on user-provided paragraphs from our application. We will then utilize the DALL-E API to transform that prompt into a captivating image.

To begin, we can start building the slide_generator() function, which will play a crucial role in generating the PowerPoint slides based on the user’s input. It is important to note that this function should be created right after the API key definition in the app.py file and above the get_slides() function. Placing it in this position ensures that it is defined and available for use when we invoke it within the get_slides() function. This approach allows for the structured organization of the code and ensures...