Study Databricks GENAI-ASSOC App Design: key concepts, common traps, and exam decision cues.
This chapter is the system-framing base of the exam. Databricks starts by testing whether you can convert a business need into the right AI task, tool order, and chain shape before you start debating models or frameworks.
| Lesson | Focus |
|---|---|
| 1.1 Requirements & Chains | Learn how to translate business goals into the right model task, input and output contract, and chain structure. |
| 1.2 Agents, Tools & Reasoning | Learn when Databricks packaged agent components, tool order, and multi-stage reasoning actually fit the problem. |
| If the question is really about… | Go first to… |
|---|---|
| business requirement, input or output design, model task, or chain components | 1.1 Requirements & Chains |
| tool ordering, agent choice, or Agent Bricks fit | 1.2 Agents, Tools & Reasoning |