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

Choosing the Right ChatGPT API Model

In the ever-evolving landscape of AI, it is crucial for developers to stay up to date with the latest advancements to maximize the potential of their projects. In this chapter, we talk about ChatGPT API models, explore the possibilities offered by GPT-3 and GPT-4, and even look beyond the horizon to future models. By gaining a comprehensive understanding of these models, you will be equipped with the knowledge to choose the most suitable one for your specific application. We will dive into the intricacies of each model, highlighting their strengths and unique characteristics to enable you to make informed decisions that align with your project requirements.

One of the key aspects of utilizing the ChatGPT API effectively is understanding how to optimize chat completions. We will guide you through the process of creating chat completion contexts and provide valuable insights into modifying API parameters to enhance the quality of responses. Through...