August 2026
Beginner
272 pages
7h 45m
English
Content preview from Grokking AI Applications
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8 Deploying and orchestrating GenAI apps
In this chapter
- deploying applications so they can be accessed by others through websites and APIs
- understanding the role of agent protocols (MCP, A2A, ACP) in orchestrating GenAI systems
- monitoring and debugging your GenAI apps using observability tools such as LangSmith
- building an agent using an MCP server and embedding it on your personal website
Up to now, we’ve been happily running our GenAI applications on our own machines. That’s fine for experimenting, but sooner or later, you want your creations to be used by others—colleagues, customers, or strangers visiting a website. To make this possible, your applications must be accessible from the outside. You do so by deploying them somewhere so they ...
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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.