May 2024
Intermediate to advanced
342 pages
8h 45m
English
Content preview from Building LLM Powered Applications
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8
Using LLMs with Structured Data
In this chapter, we are going to cover yet another great capability of large language models (LLMs): the ability to handle structured, tabular data. We will see how, thanks to plugins and an agentic approach, we can use LLMs as a natural language interface between us and our structured data, reducing the gap between the business user and the structured information.
During this chapter, we will cover the following topics:
- Introduction to the main structured data systems
- Using tools and plugins to connect LLMs to tabular data
- Building a database copilot with LangChain
By the end of this chapter, you will be able to build your own natural language interface for your data estate and be able to combine unstructured ...
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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.