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

Integrating ChatGPT and DALL-E API: Build End-to-End PowerPoint Presentation Generator

In this exciting chapter, we dive into the world of AI art and explore the incredible capabilities of DALL-E, an artificial intelligence model developed by OpenAI. We’ll start by introducing you to DALL-E and its groundbreaking approach to generating images from textual descriptions. You’ll learn how to access the power of DALL-E through the DALL-E API, allowing you to integrate this cutting-edge technology into your own Python applications. We will unleash your creativity as you discover the fascinating possibilities of generating AI art with DALL-E.

Presentations play a crucial role in conveying information effectively, and in this chapter, we’ll show you how to automate the development of PowerPoint presentations using a Python framework and DALL-E image generation. You’ll gain hands-on experience in leveraging the power of programming to streamline the creation...