Building AI Applications with OpenAI APIs: Leverage ChatGPT, Whisper, and DALL-E APIs to build 10 innovative AI, 2nd Edition By Martin Yanev
Author(s): Martin Yanev
Publisher: Packt Publishing Pvt ltd
Year: 2024
Edition: 2
Language: English
Pages: 322
ISBN: 1714533608, 1714533613
Size: 5 MB
Extension: epub
Building a ChatGPT clone, code bug fixer, quiz generator, translation app, email auto-reply, PowerPoint generator, and more will help you improve your app development skills.
Key Features: – Become an expert AI developer by learning ChatGPT fundamentals, including fine-tuning and integration.
- Get hands-on experience with real-world projects that cover a variety of AI applications.
- Integrate the ChatGPT API with Stripe to create payment solutions for your applications.
Book description
Unlock the potential of AI in your apps with ChatGPT with this practical guide that demonstrates how to effortlessly incorporate OpenAI APIs into your projects, allowing you to easily navigate complex APIs and assure smooth functionality.
This updated edition includes crucial topics like OpenAI Embeddings, which can help you comprehend the semantic linkages between words and phrases. You’ll learn how to use the ChatGPT, Whisper, and DALL-E APIs in 10 AI projects utilizing the latest OpenAI models, GPT-3.5 and GPT-4, with Visual Studio Code as the IDE. In these projects, you will integrate ChatGPT with frameworks and technologies like Flask, Django, Microsoft Office APIs, and PyQt. You’ll learn about NLP tasks, design a ChatGPT clone, and develop an AI-powered SaaS app that fixes bugs in code. The chapters will also walk you through speech recognition, text-to-speech capabilities, language translation, producing email responses, building PowerPoint presentations, fine-tuning ChatGPT, and adding payment methods by integrating the ChatGPT API with Stripe.
By the end of this book, you’ll be able to create, deploy, and monetize your own revolutionary applications that take full advantage of ChatGPT APIs.
What You’ll Learn
- Establish a strong basis for leveraging the OpenAI API for NLP tasks.
- Develop, implement, and integrate payments into a variety of desktop and SaaS AI apps.
- Integrate ChatGPT with frameworks like Flask, Django, and the Microsoft Office API.
- Unleash your creativity by integrating DALL-E APIs to create gorgeous AI art in your desktop apps.
- Discover the power of the Whisper API’s speech recognition and text-to-speech capabilities.
- Discover how to customize ChatGPT models for your individual use case.
- Use AI embeddings to determine the relatedness of text strings.
Who is this book for?
This book is intended for a broad spectrum of professionals, including programmers, entrepreneurs, and software aficionados. This book will be useful for beginner programmers, Python developers investigating AI applications with ChatGPT, software developers integrating AI technology, and web developers building AI-powered web applications with ChatGPT. Scholars and researchers working on AI projects with ChatGPT will find it useful. To understand the subjects discussed in this book, you must have a basic grasp of Python and be familiar with APIs.