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Agent Bricks Deep Dive: Retrieval, Reasoning, and Tooling Architectures

Jason Yip, Nikhil Gupta, Marcin Wojtyczka

Apress eBooks, 2026

Abstract

In Chapter 3 , we discussed the first two use cases for Agent Bricks: Information Extraction and Custom LLM. To recap, Agent Bricks is a UI-based product that packs the best of Databricks research behind the scenes, so we don’t need to learn or keep up with the latest techniques to make our GenAI solutions work with our data. There are two different types of bricks: generative bricks and non-generative bricks.

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