July 2024
Intermediate to advanced
272 pages
7h 22m
English
Content preview from Developing Apps with GPT-4 and ChatGPT, 2nd Edition
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Chapter 2. A Deep Dive into the OpenAI API
OpenAI has set an example for LLMs available behind an API, inspiring numerous providers and frameworks to adopt similar conventions. Even if you’re utilizing alternative LLMs or another library, familiarity with the OpenAI API can be valuable.
This chapter examines the OpenAI API in detail. The goal of this chapter is to give you a solid understanding of the use of these APIs so that you can effectively integrate them into your Python applications. By the end of this chapter, you will be well equipped to use these APIs and exploit their powerful capabilities in your own development projects.
We’ll start with an introduction to the OpenAI Playground. This will allow you to get a better understanding of the models before writing any code. Next, we will look at the OpenAI Python library. This includes the login information and a simple “Hello World” example. We will then cover the process of creating and sending requests to the APIs. We will also look at how to manage API responses. This will ensure that you know how to interpret the data returned by these APIs. In addition, this chapter will cover considerations such as security best practices and cost management.
As we progress, you will gain practical knowledge that will be very useful in your journey as a Python developer working with GPT models. All the Python code included in this chapter is available in the book’s GitHub repository.
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.