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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
LinkedIn
Martin Yanev is an experienced Software Engineer who has worked in the aerospace and industries for over 8 years. He specializes in developing and integrating software solutions for air traffic control and chromatography systems. Martin is a well-respected instructor with over 280,000 students worldwide, and he is skilled in using frameworks like Flask, Django, Pytest, and TensorFlow. He is an expert in building, training, and fine-tuning AI systems with the full range of OpenAI APIs. Martin has dual master's degrees in Aerospace Systems and Software Engineering, which demonstrates his commitment to both practical and theoretical aspects of the industry.
See other products by 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

This chapter explored the capabilities of DALL-E, an advanced AI model, to generate realistic, novel images based on textual descriptions. You learned how to integrate DALL-E into your own applications using the DALL-E API. Additionally, we guided you in developing a PowerPoint Presentation Generator app using the pptx Python library and the ChatGPT API. We built the GUI using Tkinter, allowing users to generate slides with the get_slides() function, which retrieved user input and created a PowerPoint presentation.

We built the slide_generator() function, which played a key role in transforming the user input into AI-generated slides. The chapter also provided instructions for seamlessly incorporating AI-generated images and text, such as bullet points and slide headers, into the PowerPoint slides. We tested our AI Presentation Generator app, enabling you to run and evaluate your enhanced PowerPoint presentations.

In Chapter 10, titled Speech Recognition and Text-to-Speech...

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Authors (1)

Profile icon Martin Yanev
LinkedIn
Martin Yanev is an experienced Software Engineer who has worked in the aerospace and industries for over 8 years. He specializes in developing and integrating software solutions for air traffic control and chromatography systems. Martin is a well-respected instructor with over 280,000 students worldwide, and he is skilled in using frameworks like Flask, Django, Pytest, and TensorFlow. He is an expert in building, training, and fine-tuning AI systems with the full range of OpenAI APIs. Martin has dual master's degrees in Aerospace Systems and Software Engineering, which demonstrates his commitment to both practical and theoretical aspects of the industry.
Read more
See other products by Martin Yanev

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