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

Part 2: Building Web Applications with the ChatGPT API

In this part, you will master web application development through the seamless integration of ChatGPT with renowned Python web frameworks such as Django and Stripe. You will embark on the journey of creating two cutting-edge applications from the ground up: a dynamic code-fixing tool and an innovative quiz generation application, harnessing the immense potential of the ChatGPT API. Additionally, you will acquire valuable insights on deploying your web application to the Azure cloud, uploading it to your website, and implementing user payment functionalities with the Stripe API.

This part has the following chapters:

  • Chapter 3, Creating and Deploying an AI Code Bug Fixing SaaS Application Using Flask
  • Chapter 4, Integrating the Code Bug Fixer Application with a Payment Service
  • Chapter 5, Quiz Generation App with ChatGPT and Django
...