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Building AI Applications with ChatGPT APIs

You're reading from   Building AI Applications with ChatGPT APIs Master ChatGPT, Whisper, and DALL-E APIs by building ten innovative AI projects

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Product type Paperback
Published in Sep 2023
Publisher
ISBN-13 9781805127567
Length 258 pages
Edition 1st Edition
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Author (1):
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Martin Yanev Martin Yanev
Author Profile Icon Martin Yanev
Martin Yanev
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Table of Contents (19) Chapters Close

Preface 1. Part 1:Getting Started with OpenAI APIs
2. Chapter 1: Beginning with the ChatGPT API for NLP Tasks FREE CHAPTER 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 18. Other Books You May Enjoy

Setting Up Your Python Development Environment

Before we start writing our first code, it’s important to create an environment to work in and install any necessary dependencies. Fortunately, Python has an excellent tooling system for managing virtual environments. Virtual environments in Python are a complex topic, but for the purposes of this book, it’s enough to know that they are isolated Python environments that are separate from your global Python installation. This isolation allows developers to work with different Python versions, install packages within the environment, and manage project dependencies without interfering with Python’s global installation.

In order to utilize the ChatGPT API in your NLP projects, you will need to set up your Python development environment. This section will guide you through the necessary steps to get started, including the following:

  • Installing Python
  • Installing the PyCharm IDE
  • Installing pip
  • Setting...
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Building AI Applications with ChatGPT APIs
Published in: Sep 2023
Publisher:
ISBN-13: 9781805127567
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