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Building AI Applications with ChatGPT APIs
By :

Building AI Applications with ChatGPT APIs
By:
Overview of this book
Combining ChatGPT APIs with Python opens doors to building extraordinary AI applications. By leveraging these APIs, you can focus on the application logic and user experience, while ChatGPT’s robust NLP capabilities handle the intricacies of human-like text understanding and generation.
This book is a guide for beginners to master the ChatGPT, Whisper, and DALL-E APIs by building ten innovative AI projects. These projects offer practical experience in integrating ChatGPT with frameworks and tools such as Flask, Django, Microsoft Office APIs, and PyQt.
Throughout this book, you’ll get to grips with performing NLP tasks, building a ChatGPT clone, and creating an AI-driven code bug fixing SaaS application. You’ll also cover speech recognition, text-to-speech functionalities, language translation, and generation of email replies and PowerPoint presentations. This book teaches you how to fine-tune ChatGPT and generate AI art using DALL-E APIs, and then offers insights into selling your apps by integrating ChatGPT API with Stripe. With practical examples available on GitHub, the book gradually progresses from easy to advanced topics, cultivating the expertise required to develop, deploy, and monetize your own groundbreaking applications by harnessing the full potential of ChatGPT APIs.
Table of Contents (19 chapters)
Preface
Chapter 1: Beginning with the ChatGPT API for NLP Tasks
Chapter 2: Building a ChatGPT Clone
Part 2: Building Web Applications with the ChatGPT API
Chapter 3: Creating and Deploying an AI Code Bug Fixing SaaS Application Using Flask
Chapter 4: Integrating the Code Bug Fixer Application with a Payment Service
Chapter 5: Quiz Generation App with ChatGPT and Django
Part 3: The ChatGPT, DALL-E, and Whisper APIs for Desktop Apps Development
Chapter 6: Language Translation Desktop App with the ChatGPT API and Microsoft Word
Chapter 7: Building an Outlook Email Reply Generator
Chapter 8: Essay Generation Tool with PyQt and the ChatGPT API
Chapter 9: Integrating ChatGPT and DALL-E API: Build End-to-End PowerPoint Presentation Generator
Chapter 10: Speech Recognition and Text-to-Speech with the Whisper API
Part 4:Advanced Concepts for Powering ChatGPT Apps
Chapter 11: Choosing the Right ChatGPT API Model
Chapter 12: Fine-Tuning ChatGPT to Create Unique API Models
Index
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