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

Essay Generation Tool with PyQt and the ChatGPT API

In this chapter, we will dive into the exciting world of integrating the ChatGPT API with one of the most popular Python frameworks for app development, PyQt. You will build a user-friendly desktop essay generation tool, powered by the integration of PyQt and the ChatGPT API, allowing users to effortlessly generate well-written essays on any topic. Here, you will gain valuable insights into the design stages involved in building a PyQt desktop application.

We’ll guide you through the process of designing a desktop app using an object-oriented approach with PyQt, helping you to understand the fundamental concepts and components involved in that framework. With a solid foundation in place, we’ll then shift our focus to leveraging the capabilities of the ChatGPT API. You will learn how to integrate the API into your PyQt application, enabling you to generate essays seamlessly.

By combining the strengths of PyQt and...