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Building AI Applications with ChatGPT APIs
Building AI Applications with ChatGPT APIs

Building AI Applications with ChatGPT APIs: Master ChatGPT, Whisper, and DALL-E APIs by building ten innovative AI projects

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Building AI Applications with ChatGPT APIs

Part 1:Getting Started with OpenAI APIs

In the first part, encompassing two chapters, the focus is on providing a comprehensive overview of ChatGPT and its significance for natural language processing (NLP). We will discuss the fundamentals of ChatGPT, exploring its impact and usage in web applications, as well as introducing readers to the ChatGPT API. This part demonstrates the process of building a ChatGPT clone, which is a chatbot that utilizes OpenAI’s language model to generate human-like responses to user input. The application will be built using Flask, a lightweight web framework for Python.

This part has the following chapters:

  • Chapter 1, Beginning with the ChatGPT API for NLP Tasks
  • Chapter 2, Building a ChatGPT Clone
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Key benefits

  • Become proficient in building AI applications with ChatGPT, DALL-E, and Whisper
  • Understand how to select the optimal ChatGPT model and fine-tune it for your specific use case
  • Monetize your applications by integrating the ChatGPT API with Stripe
  • Purchase of the print or Kindle book includes a free PDF eBook

Description

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.

What you will learn

  • Develop a solid foundation in using the ChatGPT API for natural language processing tasks
  • Build, deploy, and capitalize on a variety of desktop and SaaS AI applications
  • Seamlessly integrate ChatGPT with established frameworks such as Flask, Django, and Microsoft Office APIs
  • Channel your creativity by integrating DALL-E APIs to produce stunning AI-generated art within your desktop applications
  • Experience the power of Whisper API's speech recognition and text-to-speech features
  • Discover techniques to optimize ChatGPT models through the process of fine-tuning

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Sep 21, 2023
Length 258 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781805127567
Vendor :
OpenAI
Category :
Concepts :

What do you get with eBook?

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Product feature icon DRM FREE - Read whenever, wherever and however you want

Product Details

Publication date : Sep 21, 2023
Length 258 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781805127567
Vendor :
OpenAI
Category :
Concepts :

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Frequently bought together

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Total $ 82.96 119.97 37.01 saved
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Table of Contents

19 Chapters
Preface Chevron down icon Chevron up icon
1. Part 1:Getting Started with OpenAI APIs Chevron down icon Chevron up icon
2. Chapter 1: Beginning with the ChatGPT API for NLP Tasks Chevron down icon Chevron up icon
3. Chapter 2: Building a ChatGPT Clone Chevron down icon Chevron up icon
4. Part 2: Building Web Applications with the ChatGPT API Chevron down icon Chevron up icon
5. Chapter 3: Creating and Deploying an AI Code Bug Fixing SaaS Application Using Flask Chevron down icon Chevron up icon
6. Chapter 4: Integrating the Code Bug Fixer Application with a Payment Service Chevron down icon Chevron up icon
7. Chapter 5: Quiz Generation App with ChatGPT and Django Chevron down icon Chevron up icon
8. Part 3: The ChatGPT, DALL-E, and Whisper APIs for Desktop Apps Development Chevron down icon Chevron up icon
9. Chapter 6: Language Translation Desktop App with the ChatGPT API and Microsoft Word Chevron down icon Chevron up icon
10. Chapter 7: Building an Outlook Email Reply Generator Chevron down icon Chevron up icon
11. Chapter 8: Essay Generation Tool with PyQt and the ChatGPT API Chevron down icon Chevron up icon
12. Chapter 9: Integrating ChatGPT and DALL-E API: Build End-to-End PowerPoint Presentation Generator Chevron down icon Chevron up icon
13. Chapter 10: Speech Recognition and Text-to-Speech with the Whisper API Chevron down icon Chevron up icon
14. Part 4:Advanced Concepts for Powering ChatGPT Apps Chevron down icon Chevron up icon
15. Chapter 11: Choosing the Right ChatGPT API Model Chevron down icon Chevron up icon
16. Chapter 12: Fine-Tuning ChatGPT to Create Unique API Models Chevron down icon Chevron up icon
17. Index Chevron down icon Chevron up icon
18. Other Books You May Enjoy Chevron down icon Chevron up icon

Customer reviews

Rating distribution
Full star icon Full star icon Full star icon Full star icon Half star icon 4.7
(3 Ratings)
5 star 66.7%
4 star 33.3%
3 star 0%
2 star 0%
1 star 0%
Kam F Siu Jan 30, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Feefo Verified review Feefo image
N/A Jan 20, 2024
Full star icon Full star icon Full star icon Full star icon Empty star icon 4
The book is well written with clear instructions. However some of the code is out of date, for example, the model used by OpenAI. This has further implications for the functions called by the model so that considerable work is required to make the examples work. This is an unfortunate consequence of the rapid changes in this area. However, I noted that the code in the book's Github had not been changed during the past 7 months.
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Anthony Cox Jan 19, 2024
Full star icon Full star icon Full star icon Full star icon Full star icon 5
As an AI enthusiast I consume books on AI, ML Ops and much more. Building AI Applications with ChatGPT APIs is undoubtedly a cutting edge book. However there are some interesting improvements that can be made to improve this amazing book. Thank you for having such a catalog of some of the most important and innovative books!!!!
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