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

Deploying the ChatGPT App to the Azure Cloud

Now let’s upload our Code Bug Fixer application to the Azure cloud platform. Azure is a cloud computing service provided by Microsoft that allows developers to host, manage, and scale their applications in the cloud. By hosting our application on Azure, we can make our application accessible to a wider audience. We will go through the steps required to create an Azure account, set up our application for deployment, and deploy it to Azure using the Azure CLI.

You can create your Azure account by following these steps:

  1. Go to the Azure website at https://azure.microsoft.com/free/ and click on Start free.
  2. Sign in with your Microsoft account or create one if you don’t have one.
  3. Enter your personal information and payment details. You won’t be charged unless you upgrade to a paid plan.
  4. Choose your subscription type and agree to the terms and conditions.
  5. Verify your account by entering a phone number...