March 2027
Intermediate to advanced
450 pages
4h 26m
English
book
Generative AI Solutions with Databricks
by Alan L. Dennis, Mahesh Das, Vipul Choudhary, Thomas Hart
Overview
Struggling to turn generative AI theory into real solutions your team can actually build? Generative AI Solutions with Databricks gives you the hands-on guidance you need to go from experimentation to implementation using the platform designed for scalable data and AI innovation.
This playbook connects theory with real-world application through step-by-step examples you can run, modify, and deploy immediately. You'll learn how to create retrieval-augmented generation (RAG) pipelines, develop intelligent agentic systems, and harness the power of LLMs—all within the Databricks environment.
Written by a team of Databricks-certified experts with extensive enterprise experience, this book is for data engineers, scientists, and architects who want to start using GenAI in practical ways without starting from scratch. You'll move quickly, build intelligently, and understand not just what works but why it works. Start building GenAI systems that deliver—on a platform your team already knows and trusts.
- Understand core GenAI concepts, including LLMs, embeddings, and prompt engineering
- Deploy scalable RAG and agentic AI solutions using Python, LangChain, and Databricks
- Explore security, governance, and ethical considerations for enterprise-grade deployments
- Learn from working code examples designed to be reused and adapted in real projects
Become 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,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
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.