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)

What this book covers

Chapter 1, Unlocking OpenAI and Setting Up Your API Playground Environment, covers the steps required to start working with the API and the OpenAI API Playground.

Chapter 2, OpenAI API Endpoints Explained, delves into the various endpoints available in the OpenAI API, with practical examples and use cases.

Chapter 3, Understanding Key Parameters and Their Impact on Generated Responses, discusses the significance of the key API parameters.

Chapter 4, Incorporating Additional Features from the OpenAI API, explains how to use the hidden gems of the API such as embeddings and fine-tuning.

Chapter 5, Staging the OpenAI API for Application Development, transitions from fiddling with the API to using it to build real-life applications.

Chapter 6, Building Intelligent Applications with the OpenAI API, covers how to build various different intelligent applications with the API.

Chapter 7, Building Assistants with the OpenAI API, provides a tutorial on how to build knowledge-based assistants with the API.

This book contains many long screenshots. These have been captured to provide readers with an overview of various features. As a result, the text in these images may appear small at 100% zoom.