Question 650
An Azure SQL table contains textual cases but the vector column is always NULL. Following remediation, what safeguard BEST prevents a repeat of this specific failure?
Explanation
Correct Answer
Validate dimension and model version before inserting. This guards against recurrence because embeddings are computed numeric representations and are not created merely by defining a VECTOR column. The direct remediation is: Call the approved embedding model through a supported integration and store fixed-dimension results.
Incorrect Answers
Alert on per-document cost and failed queue age. The current task instead requires this action: validate dimension and model version before inserting.
Version endpoint changes and restrict model creation rights. The current task instead requires this action: validate dimension and model version before inserting.
Protect queue durability and retry idempotently. The current task instead requires this action: validate dimension and model version before inserting.