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Databricks Certified Generative AI Engineer Associate

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Q_01 domain/d1 · medium single discuss →

A generative AI engineer is designing a multi-agent assistant that must direct each incoming user question to the most appropriate specialized agent. Which architectural pattern best fits this requirement?

A A single monolithic LLM prompt that handles all question types without routing
B A Supervisor Agent that intelligently routes every question to the right specialist agent
C A batch scoring job that pre-computes answers for all anticipated questions
D A vector search index used directly as the user-facing chat interface

Q_02 domain/d1 · medium multi discuss →

When selecting AI Functions for building an intelligent document processing workflow, which dimensions does the recommended decision framework emphasize optimizing?

A Choosing the right function for each task
B Iterating on quality effectively
C Tuning for cost and throughput at scale
D Eliminating the need for Unity Catalog governance
E Replacing all LLM calls with rule-based regex parsers

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