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

Passing Outlook Data to the ChatGPT API

To get started, we will first cover the essential steps to set up your development environment for building the Outlook email reply generator. Here, you will start by installing Microsoft Outlook on your computer and setting up an email account. Once you have all the libraries installed, we will show you how to use the win32com library to extract email data from Outlook and pass it to the ChatGPT API, to generate an automatic email reply.

Let’s set up your PyCharm project to build the Outlook email reply generator. To do this, open PyCharm and click on Create New Project. In the New Project dialog box, give your project the name EmailReplyGenerator. Keep the default location, and click on Create to create the new project. Once the project is created, you can create a new Python file called app.py and start writing the code to extract email data from Outlook, passing it to the ChatGPT API.

To complete the project setup, you will also...