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

Quiz Generation App with ChatGPT and Django

In this chapter, we will delve into the exciting world of combining the power of ChatGPT, a cutting-edge language model, with Django, the widely acclaimed Python framework for app development. Together, we will explore how to build a dynamic and interactive exam generation application that leverages artificial intelligence.

In the previous chapters, we primarily focused on Flask, a lightweight and basic web framework. However, in this chapter, we will focus on Django, a robust and advanced framework that has been instrumental in constructing some of the most renowned and widely used applications, including Instagram, Dropbox, and Pinterest. You will have the opportunity to explore the capabilities of Django, which include features such as database management, authentication system, admin interface, and form handling.

You will learn how to build a Django project from scratch, including setting up the environment and creating the foundational...