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Generative AI Engineer Databricks Certified Generative AI Engineer Associate

Databricks Certified Generative AI Engineer Associate

Last Update Feb 18, 2025
Total Questions : 45

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Questions 2

A Generative AI Engineer wants to build an LLM-based solution to help a restaurant improve its online customer experience with bookings by automatically handling common customer inquiries. The goal of the solution is to minimize escalations to human intervention and phone calls while maintaining a personalized interaction. To design the solution, the Generative AI Engineer needs to define the input data to the LLM and the task it should perform.

Which input/output pair will support their goal?

Options:

A.  

Input: Online chat logs; Output: Group the chat logs by users, followed by summarizing each user’s interactions

B.  

Input: Online chat logs; Output: Buttons that represent choices for booking details

C.  

Input: Customer reviews; Output: Classify review sentiment

D.  

Input: Online chat logs; Output: Cancellation options

Discussion 0
Questions 3

A Generative Al Engineer has developed an LLM application to answer questions about internal company policies. The Generative AI Engineer must ensure that the application doesn’t hallucinate or leak confidential data.

Which approach should NOT be used to mitigate hallucination or confidential data leakage?

Options:

A.  

Add guardrails to filter outputs from the LLM before it is shown to the user

B.  

Fine-tune the model on your data, hoping it will learn what is appropriate and not

C.  

Limit the data available based on the user’s access level

D.  

Use a strong system prompt to ensure the model aligns with your needs.

Discussion 0
Questions 4

A Generative AI Engineer is creating an LLM-powered application that will need access to up-to-date news articles and stock prices.

The design requires the use of stock prices which are stored in Delta tables and finding the latest relevant news articles by searching the internet.

How should the Generative AI Engineer architect their LLM system?

Options:

A.  

Use an LLM to summarize the latest news articles and lookup stock tickers from the summaries to find stock prices.

B.  

Query the Delta table for volatile stock prices and use an LLM to generate a search query to investigate potential causes of the stock volatility.

C.  

Download and store news articles and stock price information in a vector store. Use a RAG architecture to retrieve and generate at runtime.

D.  

Create an agent with tools for SQL querying of Delta tables and web searching, provide retrieved values to an LLM for generation of response.

Discussion 0
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Questions 5

A Generative Al Engineer is tasked with developing a RAG application that will help a small internal group of experts at their company answer specific questions, augmented by an internal knowledge base. They want the best possible quality in the answers, and neither latency nor throughput is a huge concern given that the user group is small and they’re willing to wait for the best answer. The topics are sensitive in nature and the data is highly confidential and so, due to regulatory requirements, none of the information is allowed to be transmitted to third parties.

Which model meets all the Generative Al Engineer’s needs in this situation?

Options:

A.  

Dolly 1.5B

B.  

OpenAI GPT-4

C.  

BGE-large

D.  

Llama2-70B

Discussion 0

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