Exam AI-100 topic 1 question 37 discussion

Seems domain (see decription of calendar domain in screen shot here https://docs.microsoft.com/en-us/azure/cognitive-services/LUIS/howto-add-prebuilt-models)

Answeris Domain

recommended component of LUIS to use for adding a meeting reminder functionality while minimizing the size of the model is: C. entities

The answer is intent. We need to add Calendar.Add intent from prebuilt Calendar. See the example in the below: https://www.codemag.com/Article/1809021/Natural-Language-Understanding-with-LUIS

this question was in the exam

Intent is for tasks or actions Entities is for object - names, dates, times, numbers, measurements, currency Hence answer is intent

This question was in the exam.

Response: Entity. Explanation: It's a tricky question for 2 factors: - reduce the size of the model - select the category \https://docs.microsoft.com/en-us/azure/cognitive-services/luis/luis-concept-intent Intent it's an action whereas entities are parameters of the action. One intent can have several entities. In the example, a meeting reminder, this is clearly an intent. About the size: you can use a prebuilt one through the LUIS portal (it doesn't require storage as far as I know as the intents come out of the box).

Given answer is correct - https://docs.microsoft.com/en-us/azure/cognitive-services/luis/howto-add-prebuilt-models

How can there be a distinction? Most of the LUIS documentation suggests these as process & actions of adding prebuilt domains, prebuilt intents & entities. I don't understand how to choose one of the other while the documentation says to do them all. Vague! https://docs.microsoft.com/en-us/azure/cognitive-services/luis/luis-get-started-create-app

But the solution must minimize the size of the model, doesn`t it mean that it should be entity?

Intents https://docs.microsoft.com/en-us/azure/cognitive-services/luis/luis-concept-enterprise

I think B (Intent) should be the answer. If we add an entity, we have to build the rest of the flow. We don't need the whole domain of meetings. And we can add only the meeting reminder intent in a specific domain https://docs.microsoft.com/en-us/azure/cognitive-services/LUIS/howto-add-prebuilt-models

Should be intent as we have a goal. As Microsoft describes: "An intent represents a task or action the user wants to perform. In addition to intents that you define, you can use prebuilt intents from one of the prebuilt domains." https://docs.microsoft.com/en-us/azure/cognitive-services/LUIS/howto-add-prebuilt-models

Answer should be "Domain"

The important word is prebuilt. I've checked in luis.ai, I am not able to find a PREBUILT intents for reminders. For entities, you can use DateTime prebuilt entities

I think it is "intent" - like creating a meeting reminder, "entity" is more like time, date, of the meeting