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

 

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

by Martin Yanev

Length: 265 pages

Edition: 1

Language: English

Publisher: Packt Publishing

Publication Date: 2023-10-10

Join the AI revolution and take your skills to the next level by discovering the power of ChatGPT API learning to build innovative AI applications, fine-tuning models, and integrating with other tools through practical examples

Key Features

• Master building AI applications with ChatGPT, DALL-E, and Whisper
• Discover the art of selecting the optimal ChatGPT model and fine-tune it for your specific use case
• Effectively monetize your applications by integrating the ChatGPT API with Stripe

Book Description

ChatGPT APIs along with Python can be used to build truly remarkable AI applications. By leveraging these APIs, you can focus on the application logic and user experience while relying on the robust NLP capabilities of ChatGPT to handle the intricacies of human-like text understanding and generation.

This book is a hands-on guide that takes beginners on a journey to master the ChatGPT, Whisper, and DALL-E APIs by building ten innovative AI projects. These projects provide practical experience in integrating ChatGPT with frameworks and tools such as Flask, Django, Microsoft Office APIs, and PyQt. The book covers NLP tasks, building a ChatGPT clone, and creating an AI code bug fixing SaaS application. It also covers speech recognition, text-to-speech capabilities, language translation, and generating email replies and PowerPoint presentations. The book teaches how to fine-tune ChatGPT and generate AI art with DALL-E APIs. It even covers how to sell your apps by integrating ChatGPT API with Stripe. The book is structured with practical examples on GitHub and starts with easy topics, progressing to advanced ones.

By the end of this book, you will possess the expertise required to develop, deploy, and monetise 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 monetize a variety of Desktop and SaaS AI applications
• Seamlessly integrate ChatGPT with established frameworks like Flask, Django, and Microsoft Office APIs
• Unleash your creativity by integrating DALL-E APIs to generate stunning AI art within your desktop applications
• Experience the power of Whisper API’s speech recognition and text-to-speech features
• Discover the techniques to optimize ChatGPT models through the process of fine-tuning

Who This Book Is For

This book is for programmers, entrepreneurs, and software enthusiasts, with the goal of providing best practices, tips, and tricks for building applications using the ChatGPT API. It’s beneficial for Python developers interested in AI applications with ChatGPT, software developers who want to integrate AI technology, and web developers looking to create AI-powered web applications with ChatGPT. It is recommended that readers have a fundamental understanding of Python programming and working with APIs to fully engage with the content in this book.