May 2024
Intermediate to advanced
342 pages
8h 45m
English
Content preview from Building LLM Powered Applications
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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.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.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.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.
12
Responsible AI
In Part 2 of this book, we covered multiple applications of large language models (LLMs), gathering also a deeper understanding of how many factors could influence their behavior and outputs. In fact, LLMs open the doors to a new set of risks and biases to be taken into account while developing LLM-powered applications, in order to mitigate them with defensive attacks.
In this chapter, we are going to introduce the fundamentals of the discipline behind mitigating the potential harms of LLMs – and AI models in general – which is Responsible AI. We will then move on to the risks associated with LLMs and how to prevent or at least mitigate them using proper techniques. By the end of this chapter, you will have a deeper understanding ...
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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.