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Databricks Databricks-Generative-AI-Engineer-Associate Dumps Questions Answers

Databricks-Generative-AI-Engineer-Associate exam

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Databricks Certified Generative AI Engineer Associate

Last Update Dec 4, 2025
Total Questions : 61 With Comprehensive Analysis

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The Databricks-Generative-AI-Engineer-Associate exam consists of multiple-choice questions and practical tasks. The exam duration is 120 minutes, and the passing score is 70%.
The Databricks-Generative-AI-Engineer-Associate exam covers generative AI model development and deployment using Databricks. Topics include machine learning workflows, data engineering, and scaling AI models.
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Databricks Certified Generative AI Engineer Associate Questions and Answers

Questions 1

What is an effective method to preprocess prompts using custom code before sending them to an LLM?

Options:

A.

Directly modify the LLM’s internal architecture to include preprocessing steps

B.

It is better not to introduce custom code to preprocess prompts as the LLM has not been trained with examples of the preprocessed prompts

C.

Rather than preprocessing prompts, it’s more effective to postprocess the LLM outputs to align the outputs to desired outcomes

D.

Write a MLflow PyFunc model that has a separate function to process the prompts

Questions 2

What is the most suitable library for building a multi-step LLM-based workflow?

Options:

A.

Pandas

B.

TensorFlow

C.

PySpark

D.

LangChain

Questions 3

A Generative Al Engineer is tasked with developing an application that is based on an open source large language model (LLM). They need a foundation LLM with a large context window.

Which model fits this need?

Options:

A.

DistilBERT

B.

MPT-30B

C.

Llama2-70B

D.

DBRX