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

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Databricks-Generative-AI-Engineer-Associate
Last Update: Nov 17, 2024
45 Questions Answers with Explanation Detail
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Exam Code:
Databricks-Generative-AI-Engineer-Associate
Total Questions:
45 Q&A's
Single Choice Questions:
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Multiple Choice Questions:
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Databricks Certified Generative AI Engineer Associate Questions and Answers

Questions 1

When developing an LLM application, it’s crucial to ensure that the data used for training the model complies with licensing requirements to avoid legal risks.

Which action is NOT appropriate to avoid legal risks?

Options:

A.

Reach out to the data curators directly before you have started using the trained model to let them know.

B.

Use any available data you personally created which is completely original and you can decide what license to use.

C.

Only use data explicitly labeled with an open license and ensure the license terms are followed.

D.

Reach out to the data curators directly after you have started using the trained model to let them know.

Questions 2

A Generative AI Engineer I using the code below to test setting up a vector store:

Databricks-Generative-AI-Engineer-Associate Question 2

Assuming they intend to use Databricks managed embeddings with the default embedding model, what should be the next logical function call?

Options:

A.

vsc.get_index()

B.

vsc.create_delta_sync_index()

C.

vsc.create_direct_access_index()

D.

vsc.similarity_search()

Questions 3

A Generative AI Engineer has created a RAG application which can help employees retrieve answers from an internal knowledge base, such as Confluence pages or Google Drive. The prototype application is now working with some positive feedback from internal company testers. Now the Generative Al Engineer wants to formally evaluate the system’s performance and understand where to focus their efforts to further improve the system.

How should the Generative AI Engineer evaluate the system?

Options:

A.

Use cosine similarity score to comprehensively evaluate the quality of the final generated answers.

B.

Curate a dataset that can test the retrieval and generation components of the system separately. Use MLflow’s built in evaluation metrics to perform the evaluation on the retrieval and generation components.

C.

Benchmark multiple LLMs with the same data and pick the best LLM for the job.

D.

Use an LLM-as-a-judge to evaluate the quality of the final answers generated.

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