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 1. GPT-4 and ChatGPT Essentials
The ability to unlock the power of artificial intelligence has never been more accessible for developers. Large language models (LLMs) such as GPT-4 and GPT-3.5 Turbo have showcased their capabilities through ChatGPT. Now we find ourselves in a whirlwind of progress, with a pace that has never been seen before in the software world. OpenAI has made these technological innovations readily available; what transformative applications will you craft with the tools now at your disposal?
The implications of these AI models go far beyond chatbots. Thanks to LLMs, developers can now exploit the power of natural language processing (NLP) to create applications that understand users’ needs, transforming what once was science fiction into tangible reality. Moreover, thanks to the new vision capabilities of GPT-4, it is now possible to build software that can interpret and generate text based on images. From innovative customer support systems that learn and adapt to personalized educational tools that understand each student’s unique learning style, GPT language models open up a whole new world of possibilities.
But what are these GPT models? The goal of this chapter is to take a deep dive into their foundations, origins, and key features. By understanding the basics of these AI models, you will be well on your way to building the next generation of LLM-powered applications.
Introducing Large Language Models
This section lays down the fundamental ...
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