Book Image

OpenAI API Cookbook

By : Henry Habib
Book Image

OpenAI API Cookbook

By: Henry Habib

Overview of this book

As artificial intelligence continues to reshape industries with OpenAI at the forefront of AI research, knowing how to create innovative applications such as chatbots, virtual assistants, content generators, and productivity enhancers is a game-changer. This book takes a practical, recipe-based approach to unlocking the power of OpenAI API to build high-performance intelligent applications in diverse industries and seamlessly integrate ChatGPT in your workflows to increase productivity. You’ll begin with the OpenAI API fundamentals, covering setup, authentication, and key parameters, and quickly progress to the different elements of the OpenAI API. Once you’ve learned how to use it effectively and tweak parameters for better results, you’ll follow advanced recipes for enhancing user experience and refining outputs. The book guides your transition from development to live application deployment, setting up the API for public use and application backend. Further, you’ll discover step-by-step recipes for building knowledge-based assistants and multi-model applications tailored to your specific needs. By the end of this book, you’ll have worked through recipes involving various OpenAI API endpoints and built a variety of intelligent applications, ready to apply this experience to building AI-powered solutions of your own.
Table of Contents (10 chapters)

Technical requirements

All the recipes in this chapter require you to have access to the OpenAI API (via a generated API key) and have an API client installed. Please refer to the Making OpenAI API requests with Postman recipe in Chapter 1 for more information on how to obtain your API key. You will also require knowledge of Python and the Python OpenAI library, which we covered in the first recipe within Chapter 4.

We will also use GCP to host our public endpoint. GCP is a suite of cloud computing services offered by Google. It offers a range of hosting and computing services for databases, data storage, data analytics, machine learning, and more, all hosted on Google’s infrastructure. You can refer to the Creating a public endpoint server that calls the OpenAI API recipe in Chapter 5 for more information.

Finally, you need to be familiar with Bubble, which is a visual programming platform that allows users to create web applications without needing to write code. You...