May 2024
Intermediate to advanced
342 pages
8h 45m
English
Content preview from Building LLM Powered Applications
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10
Building Multimodal Applications with LLMs
In this chapter, we are going beyond LLMs, to introduce the concept of multimodality while building agents. We will see the logic behind the combination of foundation models in different AI domains – language, images, and audio – into one single agent that can adapt to a variety of tasks. By the end of this chapter, you will be able to build your own multimodal agent, providing it with the tools and LLMs needed to perform various AI tasks.
Throughout this chapter, we will cover the following topics:
- Introduction to multimodality and large multimodal models (LMMs)
- Examples of emerging LMMs
- How to build a multimodal agent with single-modal LLMs using LangChain
Technical requirements
To complete the ...
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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.