Book Image

Building AI Applications with ChatGPT APIs

By : Martin Yanev
4.2 (5)
Book Image

Building AI Applications with ChatGPT APIs

4.2 (5)
By: Martin Yanev

Overview of this book

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.
Table of Contents (19 chapters)
Free Chapter
1
Part 1:Getting Started with OpenAI APIs
4
Part 2: Building Web Applications with the ChatGPT API
8
Part 3: The ChatGPT, DALL-E, and Whisper APIs for Desktop Apps Development
14
Part 4:Advanced Concepts for Powering ChatGPT Apps

Using DALL-E and the DALL-E API

DALL-E is a remarkable AI model, that can generate stunning images from textual descriptions. In this section, you will gain an understanding of the concept behind DALL-E and its groundbreaking approach to image synthesis. You’ll learn about the unique capabilities of DALL-E in translating text prompts into vibrant and imaginative visual representations. Additionally, we’ll explore the practical application of DALL-E through the DALL-E API, empowering you to seamlessly integrate this powerful technology into your own applications and unlock a myriad of creative possibilities.

DALL-E is an advanced artificial intelligence model developed by OpenAI. It was introduced to the world in January 2021. DALL-E is a neural network-based model that combines elements of the ChatGPT language models with a generative adversarial network GAN architecture. The name DALL-E is a playful combination of the artist Salvador Dalí and the character WALL...