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DatabricksCertified Generative AI Engineer Associate

Domain 1Objective 3

Select Chain Components for a Desired Model Input and Output GENERATIVE-AI-ENGINEER-ASSOCIATE Practice Questions (Page 1)

Part of the Section 1: Design Applications domain, which makes up ~19% of our current practice bank. Databricks does not publish an official question count, but from its 90-minute exam (~35–60 total, ~7–11 in this domain), expect 1–2 from this objective — we provide 19 practice questions to prepare you well beyond it. (estimate)

19questions here
4free pages
4concepts

Questions 1–5

  1. 1foundation · easy

    In a chain, which component should be placed immediately after the model call to ensure the output is in the desired format?

    Select an answer first
  2. 2foundation · easy

    A chain uses a retriever that returns multiple documents. To ensure the model receives the retrieved context in a clear, consistent format, which component should be used to construct the prompt?

    Select an answer first
  3. 3foundation · easy

    A chain must allow the model to call an external weather API to answer user queries. Which chain component should be added to enable this capability?

    Select an answer first
  4. 4foundation · easy

    A developer is building a chain that must retrieve relevant documents from a vector store before generating an answer. Which chain component should be included to provide the model with the retrieved context?

    Select an answer first
  5. 5application · medium

    A developer is building a chain that first summarizes a long document and then translates the summary into French. The summary step uses a model, and the translation step uses a different model. What is the correct orchestration of components?

    Select an answer first
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