Microsoft Azure AI Engineer Associate AI-102 Practice Question
You are building an Azure Function that receives a single paragraph of user-generated text. The function must return both the key phrases and the list of recognized entities while keeping network round-trips to a minimum. You are using the Azure.AI.TextAnalytics SDK (v5.x) against the v3.2 REST API. Which TextAnalyticsClient method should you invoke to satisfy the requirement?
Call TextAnalyticsClient.StartAnalyzeHealthcareEntitiesAsync with the text as input.
Call TextAnalyticsClient.StartAnalyzeActionsAsync and include both a RecognizeEntitiesAction and an ExtractKeyPhrasesAction.
Call TextAnalyticsClient.StartRecognizeEntitiesAsync, then separately call ExtractKeyPhrasesAsync for the same text.
Call TextAnalyticsClient.AnalyzeSentimentAsync with a combined analysis type.
The StartAnalyzeActionsAsync (or its synchronous counterpart StartAnalyzeActions) method lets you submit one request that contains multiple analysis actions. By creating an ExtractKeyPhrasesAction and a RecognizeEntitiesAction in the same call, the service processes both tasks in a single long-running operation, eliminating the need for two separate requests. Methods such as StartRecognizeEntitiesAsync or ExtractKeyPhrasesAsync can process only one type of analysis per call, resulting in additional network round-trips. StartAnalyzeHealthcareEntitiesAsync and AnalyzeSentimentAsync apply to different workloads and do not extract general entities or key phrases.
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Why can't methods like StartRecognizeEntitiesAsync or ExtractKeyPhrasesAsync achieve the same results as StartAnalyzeActionsAsync?
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Microsoft Azure AI Engineer Associate AI-102
Implement natural language processing solutions
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