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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Summary

In this chapter, you learned the basics of getting started with the ChatGPT API. We covered the concept of NLP and how ChatGPT has revolutionized the field. You also learned how to access the ChatGPT API through the web interface and how to create an OpenAI account.

We dived into the technical details of using the ChatGPT API, including obtaining an API key, API tokens, and pricing. We covered how to set up a Python development environment, specifically using the VSCode IDE, and creating a virtual environment. To help you get started with using the ChatGPT API, we walked through a simple example of obtaining a ChatGPT API response.

Chapter 2, Building a ChatGPT Clone, builds upon the foundational knowledge gained in this chapter by guiding you through the process of creating your own ChatGPT clone using the Flask framework. This chapter will provide you with a comprehensive overview of how to seamlessly integrate the ChatGPT API with Flask to develop your first end-to...