Microsoft Azure AI Engineer Associate AI-102 Practice Question
You are developing an Azure Function that receives user-submitted comments. Compliance rules state that the function must return the comment text with every detected piece of personally identifiable information (PII) replaced by asterisks, leaving all other content unchanged. Which Azure AI Language feature should the function invoke to satisfy this requirement?
Sentiment analysis action with opinion mining enabled
General named entity recognition action
Key phrase extraction action
PII entity recognition action with redaction enabled
The PII entity recognition action is specifically designed to locate personally identifiable information in text. When the request is made with redaction enabled, the service returns an additional redactedText field in which every detected PII entity is replaced by asterisks, so the original structure and remaining content are preserved. Sentiment analysis, key phrase extraction, and general named entity recognition do not automatically mask PII data, and therefore cannot meet the requirement without extra custom code.
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Microsoft Azure AI Engineer Associate AI-102
Implement natural language processing solutions
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