Microsoft Certified Azure AI Engineer Associate - AI-102
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You are developing a language understanding model for a virtual assistant that can handle various tasks such as setting reminders, playing music, and providing weather updates. How would you approach the task of creating entities to extract relevant information from user messages?
A
Create a single entity called 'task' and include all possible variations of setting reminders, playing music, and providing weather updates.
B
Create separate entities for each task type and include specific variations for setting reminders, playing music, and providing weather updates.
C
Create a single entity for each task type and use regular expressions to extract the relevant information.
D
Do not create any entities and rely solely on the model's ability to understand the context of user messages.