You're reading from Building AI Applications with ChatGPT APIs

Product type Book

Published in Sep 2023

Publisher Packt

ISBN-13 9781805127567

Pages 258 pages

Edition 1st Edition

Languages

Concepts

GPT/LLMs

Author (1):

Martin Yanev

Table of Contents (19) Chapters

Preface

1. Part 1:Getting Started with OpenAI APIs

2. Chapter 1: Beginning with the ChatGPT API for NLP Tasks

3. Chapter 2: Building a ChatGPT Clone

4. Part 2: Building Web Applications with the ChatGPT API

5. Chapter 3: Creating and Deploying an AI Code Bug Fixing SaaS Application Using Flask

6. Chapter 4: Integrating the Code Bug Fixer Application with a Payment Service

7. Chapter 5: Quiz Generation App with ChatGPT and Django

8. Part 3: The ChatGPT, DALL-E, and Whisper APIs for Desktop Apps Development

9. Chapter 6: Language Translation Desktop App with the ChatGPT API and Microsoft Word

10. Chapter 7: Building an Outlook Email Reply Generator

11. Chapter 8: Essay Generation Tool with PyQt and the ChatGPT API

12. Chapter 9: Integrating ChatGPT and DALL-E API: Build End-to-End PowerPoint Presentation Generator

13. Chapter 10: Speech Recognition and Text-to-Speech with the Whisper API

14. Part 4:Advanced Concepts for Powering ChatGPT Apps

15. Chapter 11: Choosing the Right ChatGPT API Model

16. Chapter 12: Fine-Tuning ChatGPT to Create Unique API Models

17. Index

Why subscribe?

18. Other Books You May Enjoy

Preface

Hello there! The ChatGPT API is a powerful tool provided by OpenAI that enables developers to integrate the state-of-the-art ChatGPT language model into their own applications, allowing for interactive and dynamic conversational experiences through API calls. As the field of AI rapidly evolves, so does the demand for intelligent and interactive systems that can understand and respond to human language and generate creative visual content.

There are three main OpenAI APIs that can enable developers to harness the power of the Artificial Intelligence:

ChatGPT API: Unleash human-like text generation capabilities
Whisper API: Enhance speech recognition and text-to-speech capabilities
DALL-E API: Dive into the world of AI-generated art

The aim of this book is to empower you, the reader, with the knowledge and skills required to leverage these powerful APIs effectively. Through a series of nine innovative AI projects, we will take you on a step-by-step journey toward becoming a proficient developer, capable of creating, deploying, and monetizing your own intelligent applications.

Throughout this book, you will gain practical experience in integrating ChatGPT with popular frameworks and tools, such as Flask, Django, Microsoft Office APIs, and PyQt. We will cover a wide range of NLP tasks, and you will learn how to build your very own ChatGPT clone and create an AI-powered code-bug-fixing SaaS application. Additionally, we will explore speech recognition, text-to-speech capabilities, language translation, and generating email replies and PowerPoint presentations.

Furthermore, I will teach you how to fine-tune your own ChatGPT model. ChatGPT API fine-tuning opens possibilities to create highly tailored and specialized AI applications. By fine-tuning the ChatGPT model, we can train it on specific datasets, allowing the AI to learn and adapt to specific domains, industries, or user requirements. This fine-tuning process enables the creation of AI applications with enhanced accuracy, improved relevance, and a deeper understanding of specific contexts.

In this era of the AI revolution, an abundance of opportunities awaits those with the skills to develop AI applications.