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 Microsoft Word Text with the ChatGPT API

In this section, we will provide you with step-by-step instructions on how to create two core functions using Python, which are crucial to building a text translation application. The first function, translate_text(), uses OpenAI’s GPT-3.5 language model to translate text from a Microsoft Word file into a target language selected by the user. The second function, browse_file(), allows users to browse and select a Word file from their local system and trigger the text translation process. Both functions will be explained in detail with code examples to help you understand and implement them in your own projects.

Translating a Word Text with ChatGPT 3.5 Turbo

In this section, you will learn how to build the translate_text() function. This function is responsible for translating the text of a Microsoft Word file into the language chosen by the user through the GUI. We will use the OpenAI API, specifically the GPT 3.5 Turbo...