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Building AI Applications with OpenAI APIs - Second Edition: Leverage ChatGPT, Whisper, and DALL-E APIs to build 10 innovative AI projects
Paperback
ISBN13: 9781835884003
Publisher: Packt Publishing
Published: Oct 4 2024
Pages: 252
Weight: 0.97
Height: 0.53 Width: 7.50 Depth: 9.25
Language: English
Improve your app development skills by building a ChatGPT clone, code bug fixer, quiz generator, translation app, email auto-reply, PowerPoint generator, and more
Key Features:
- Transition into an expert AI developer by mastering ChatGPT concepts, including fine-tuning and integrations
- Gain hands-on experience through real-world projects covering a wide range of AI applications
- Implement payment systems in your applications by integrating the ChatGPT API with Stripe
- Purchase of the print or Kindle book includes a free PDF eBook
Book Description:
Unlock the power of AI in your applications with ChatGPT with this practical guide that shows you how to seamlessly integrate OpenAI APIs into your projects, enabling you to navigate complex APIs and ensure seamless functionality with ease.
This new edition is updated with key topics such as OpenAI Embeddings, which'll help you understand the semantic relationships between words and phrases. You'll find out how to use ChatGPT, Whisper, and DALL-E APIs through 10 AI projects using the latest OpenAI models, GPT-3.5, and GPT-4, with Visual Studio Code as the IDE. Within these projects, you'll integrate ChatGPT with frameworks and tools such as Flask, Django, Microsoft Office APIs, and PyQt. You'll get to grips with NLP tasks, build a ChatGPT clone, and create an AI code bug-fixing SaaS app. The chapters will also take you through speech recognition, text-to-speech capabilities, language translation, generating email replies, creating PowerPoint presentations, and fine-tuning ChatGPT, along with adding payment methods by integrating the ChatGPT API with Stripe.
By the end of this book, you'll be able 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 OpenAI API for NLP tasks
- Build, deploy, and integrate payments into various desktop and SaaS AI applications
- Integrate ChatGPT with frameworks such as Flask, Django, and Microsoft Office APIs
- Unleash your creativity by integrating DALL-E APIs to generate stunning AI art within your desktop apps
- Experience the power of Whisper API's speech recognition and text-to-speech features
- Find out how to fine-tune ChatGPT models for your specific use case
- Master AI embeddings to measure the relatedness of text strings
Who this book is for:
This book is for a diverse range of professionals, including programmers, entrepreneurs, and software enthusiasts. Beginner programmers, Python developers exploring AI applications with ChatGPT, software developers integrating AI technology, and web developers creating AI-powered web applications with ChatGPT will find this book beneficial. Scholars and researchers working on AI projects with ChatGPT will also find it valuable. Basic knowledge of Python and familiarity with APIs is needed to understand the topics covered in this book.
Table of Contents
- Getting Started with the ChatGPT API for NLP Tasks
- Building a ChatGPT Clone
- Creating and Deploying a Code Bug-Fixing Application Using Flask
- Integrating the Code Bug-Fixing Application with a Payment Service
- Quiz Generation App with ChatGPT and Django
- Language Translation Desktop App with the ChatGPT API and Microsoft Word
- Building an Outlook Email Reply Generator
- Essay Generation Tool with PyQt and the ChatGPT API
- Integrating the ChatGPT and DALL-E APIs: Building an End-to-End PowerPoint Presentation Generator
- Speech Recognition and Text-to-Speech with the Whisper API
- Choosing the Right ChatGPT API Model
- Fine-Tuning ChatGPT to Create Unique API Models
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