August 2026
Intermediate to advanced
336 pages
9h 5m
English
Content preview from Practical MLflow for Generative AI on DatabricksBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Index
A
- A/B testing deployment strategy, Deployment Rollout
- access controls, environment-specific, Environment Management
- Agent Operations (AgentOps), LLM Operations and Agent Operations
- agentic systems, What Are Agents, AI Agents, and Agentic AI?-What Are Agents, AI Agents, and Agentic AI?
- component architecture, Components of a Productionized AI Application-Components of a Productionized AI Application
- decoupling production from runtime, Decoupling Production Agent Systems from Runtime-Decoupling Production Agent Systems from Runtime
- integration with MLflow, Unifying GenAI Systems with MLflow, Integrating the Ecosystem Through Third-Party Judges
- MLflow Agent Server, MLflow Agent Server As a Stable Serving Layer
- versioning, Version the entire agent system
- AgentOps (Agent Operations), LLM Operations and Agent Operations
- agents, What Is a Tool-Calling Agent?, Advanced Agents and Tools-What Are Agents, AI Agents, and Agentic AI?, API-Calling Tool, Packaging and Deploying Advanced GenAI Applications with ResponsesAgent
- (see also AI agents)
- (see also applications)
- (see also tool-calling agents)
- authentication, Authentication for Agent Endpoint-On-behalf-of (OBO) authentication
- context management, Context Engineering-Context Engineering
- Mosaic AI Agent Framework, Deploying to Databricks Model Serving-Deploying to Databricks Model Serving
- multiagents orchestration, Multiagents Orchestration and Agents As Tools
- agents.deploy() function, Deploying to Databricks Model Serving-Deploying to Databricks Model ...
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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.