You're reading from Building AI Applications with OpenAI APIs Leverage ChatGPT, Whisper, and DALL-E APIs to build 10 innovative AI projects

Product type Paperback

Published in Oct 2024

Publisher Packt

ISBN-13 9781835884003

Length 252 pages

Edition 2nd Edition

Languages

Python

Concepts

GPT/LLMs

Author (1):

Martin Yanev

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Table of Contents (19) Chapters

Preface

1. Part 1:Getting Started with OpenAI APIs FREE CHAPTER

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

3. Chapter 2: Building a ChatGPT Clone

4. Part 2: Build Web Applications with ChatGPT API

5. Chapter 3: Creating and Deploying a Code Bug-Fixing Application Using Flask

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

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

8. Part 3: 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 the ChatGPT and DALL-E APIs: Building an 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

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Choosing the Right ChatGPT API Model

In the ever-evolving landscape of AI, developers must stay up to date with the latest advancements to maximize the potential of their projects. In this chapter, we’ll talk about ChatGPT API models, explore the possibilities offered by GPT-3 and GPT-4, and even look beyond the horizon to future models. By gaining a comprehensive understanding of these models, you will be equipped with the knowledge to choose the most suitable one for your specific application. We will dive into the intricacies of each model, highlighting their strengths and unique characteristics to enable you to make informed decisions that align with your project requirements.

One of the key aspects of utilizing the ChatGPT API effectively is understanding how to optimize chat completions. We will guide you through the process of creating chat completion contexts and provide valuable insights into modifying API parameters to enhance the quality of responses. Through practical...