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Building AI Applications with ChatGPT APIs

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
Author (1):
Martin Yanev Martin Yanev
Profile icon Martin Yanev

Table of Contents (19) Chapters

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

Summary

In this chapter, we covered the complete development of the Outlook email reply generator using Outlook and ChatGPT API with the state-of-the-art GPT-4 model. We learned how to retrieve email data from Outlook using the win32com library and display the email subjects in a drop-down menu using the tkinter library. We wrote the code to connect to the Outlook application, access the default email inbox folder, and retrieve the last 10 email subjects. We also covered the creation of the user interface, including the main window, the drop-down menu, and a label.

We also learned the process of building the reply() function, which retrieved email data from Outlook, generated AI-powered responses using the ChatGPT API, and displayed the generated reply in a separate window for reviewing and editing. The chapter also explained how to integrate the reply() function into the application and how to create a button in the user interface that triggers the reply() function. We also tested...

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