December 2023
Intermediate to advanced
376 pages
9h 15m
English
Content preview from Generative AI with LangChain
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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.
6
Developing Software with Generative AI
While this book is about integrating generative AI, particularly LLMs, into software applications, in this chapter, we’ll talk about how we can leverage LLMs to help in software development. This is a big topic; software development has been highlighted in reports by several consultancies, such as KPMG and McKinsey, as one of the domains impacted most by generative AI.
We’ll first discuss how LLMs could help in coding tasks, and I’ll provide an overview to see how far we have come in automating software development. Then, we’ll play around with a few models, evaluating the generated code qualitatively. Next, we’ll implement a fully automated agent for software development tasks. We’ll go through the design ...
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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.