Building AI Applications with OpenAI APIs - Second Edition
Building AI Applications with OpenAI APIs - Second Edition
Leverage ChatGPT, Whisper, and DALL-E APIs to build 10 innovative AI projects
About the Book
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.
About the Author
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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