Databricks Certified Context Engineer Associate Practice Mode

Community Discussion

Written by other learners. Comments can disagree with the marked answer — check the official documentation when in doubt.

• Chose A0

  - Correct answer : A — Add a department metadata column to the source Delta table and apply it as a filter in the AI Search query API for every retrieval call A . Correct. Since AI Search lacks native row/column-level security, the documented application-level pattern is to tag rows with a security metadata column and enforce it via the query-time filter API on every call. B . Incorrect. Unity Catalog ACLs on the index govern who can manage or query the index object as a whole; they do not filter individual rows by a department value. C . Incorrect. Random selection provides no reliable access boundary and could just as easily return the wrong department's data. D . Incorrect. Embeddings capture semantic similarity, not access policy; they cannot reliably or deterministically exclude a department's records. E . Incorrect. Broad CAN MANAGE grants increase exposure rather than restrict it, and endpoint-level permissions do not implement row-level filtering.