Building AI Applications with ChatGPT API: Master ChatGPT, Whisper and DALL-E APIs by building nine innovative AI projects
by: Martin Yanev (Author)
Publisher finelybook 出版社: Packt Publishing – ebooks Account (October 10, 2023)
Language 语言: English
Print Length 页数: 265 pages
ISBN-10: 180512756X
ISBN-13: 9781805127567
Book Description
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.
Table of Contents
1. Beginning with ChatGPT API for NLP Tasks
2. Building a ChatGPT Clone
3. Creating and Deploying Al Code Bug Fixing SaaS Application using Flask
4. Integrating the Al Code Bug Fixing Application with a Payment Service
5. Language Translation Desktop App with ChatGPT API and Microsoft Word
6. Exam Generation Appthe ChatGPT and Django
7. Building an Outlook Email Reply Generator
8. Essay Generation Tool with PyQt and ChatGPT API
9. Integrating ChatGPT and DALL-E API: Build Endto End PowerPoint Presentation Generaton
10. Speech Recognition and Text-to-Speech with Whisper API
11. Choosing the Right ChatGPT API Model
12. ChatGPT Fine-tuning and Integrations
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