Building AI Applications with ChatGPT APIs: Master ChatGPT, Whisper, and DALL-E APIs by building ten innovative AI projects - Softcover

Yanev, Martin

Softcover

ISBN 10: 180512756X ISBN 13: 9781805127567

Publisher: Packt Publishing, 2023

Synopsis

Enhance your application development skills by building a ChatGPT clone, code bug fixer, quiz generator, translation app, email auto-reply, PowerPoint generator, and more in just one read!

Key Features

• Become proficient in building AI applications with ChatGPT, DALL-E, and Whisper
• Understand how to select the optimal ChatGPT model and fine-tune it for your specific use case
• Monetize your applications by integrating the ChatGPT API with Stripe
• Purchase of the print or Kindle book includes a free PDF eBook

Book Description

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.

What you will learn

• Develop a solid foundation in using the ChatGPT API for natural language processing tasks
• Build, deploy, and capitalize on a variety of desktop and SaaS AI applications
• Seamlessly integrate ChatGPT with established frameworks such as Flask, Django, and Microsoft Office APIs
• Channel your creativity by integrating DALL-E APIs to produce stunning AI-generated art within your desktop applications
• Experience the power of Whisper API's speech recognition and text-to-speech features
• Discover techniques to optimize ChatGPT models through the process of fine-tuning

Who this book is for

With best practices, tips, and tricks for building applications using the ChatGPT API, this book is for programmers, entrepreneurs, and software enthusiasts. Python developers interested in AI applications involving ChatGPT, software developers who want to integrate AI technology, and web developers looking to create AI-powered web applications with ChatGPT will also find this book useful. A fundamental understanding of Python programming and experience of working with APIs will help you make the most of this book.

Table of Contents

1. Beginning with ChatGPT API for NLP Tasks
2. Building a ChatGPT Clone
3. Creating and Deploying an AI Code Bug Fixing SaaS Application Using Flask
4. Integrating the AI Code Bug Fixing Application with a Payment Service
5. Quiz Generation App with ChatGPT and Django
6. Language Translation Desktop App with ChatGPT API and Microsoft Word
7. Building an Outlook Email Reply Generator
8. Essay Generation Tool with PyQt and ChatGPT API
9. Integrating ChatGPT and DALL-E API: Build End-to-End PowerPoint Presentation Generator
10. Speech Recognition and Text-to-Speech with Whisper API
11. Choosing the Right ChatGPT API Model
12. ChatGPT Fine-tuning and Integrations

About this title

About the Author

Martin Yanev is an experienced Software Engineer who has worked in the aerospace and industries for over 8 years. He specializes in developing and integrating software solutions for air traffic control and chromatography systems. Martin is a well-respected instructor with over 280,000 students worldwide, and he is skilled in using frameworks like Flask, Django, Pytest, and TensorFlow. He is an expert in building, training, and fine-tuning AI systems with the full range of OpenAI APIs. Martin has dual master's degrees in Aerospace Systems and Software Engineering, which demonstrates his commitment to both practical and theoretical aspects of the industry.

Edition details

• Publisher: Packt Publishing
• Publication date: 2023
• Language: English
• ISBN 10: 180512756X
• ISBN 13: 9781805127567
• Binding: Paperback
• Number of pages: 258