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

Finalizing and Testing the AI Presentation Generator

In this final section, you will learn the process of creating slide content for our PowerPoint presentations using AI-generated images and text. We will explore how to seamlessly integrate AI-generated elements, including images from DALL-E and text from ChatGPT, into our slides. By following the steps outlined here, you will be able to pass AI-generated content to your PowerPoint slides, adding a touch of uniqueness and sophistication to your presentations.

You will learn how to retrieve an AI-generated image URL and apply it as a slide background or insert it into a specific slide element. Additionally, you will incorporate AI-generated text as bullet points in a slide. By combining the power of AI image generation with ChatGPT’s text completion capabilities, users will be able to enrich their slides with visually appealing images and relevant text.

To begin, we will demonstrate how to create slide headers and bullet...