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Exam AI-102 topic 14 question 2 discussion

Actual exam question from Microsoft's AI-102

Question #: 2
Topic #: 16

HOTSPOT -
You are developing the knowledgebase by using Azure Cognitive Search.
You need to build a skill that will be used by indexers.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

Show Suggested Answer

Suggested Answer:

Box 1: "categories": ["Locations", "Persons", "Organizations"],
Locations, Persons, Organizations are in the outputs.
Scenario: Contoso plans to develop a searchable knowledgebase of all the intellectual property
Note: The categories parameter is an array of categories that should be extracted. Possible category types: "Person", "Location", "Organization", "Quantity",
"Datetime", "URL", "Email". If no category is provided, all types are returned.
Box 2: {"name": " entities"}
The include wikis, so should include entities in the outputs.
Note: entities is an array of complex types that contains rich information about the entities extracted from text, with the following fields name (the actual entity name. This represents a "normalized" form) wikipediaId wikipediaLanguage wikipediaUrl (a link to Wikipedia page for the entity) etc.
Reference:
https://docs.microsoft.com/en-us/azure/search/cognitive-search-skill-entity-recognition

by RamonKaus at July 24, 2022, 2:35 a.m.

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Eltooth

Highly Voted 2 years, 11 months ago

Answer is correct however... the Entity Recognition skill is now discontinued replaced by Microsoft.Skills.Text.V3.EntityRecognitionSkill. Also categories will only allow "Person" as valid category type - not "Persons". This (old) version allows output to be either "entities" or "namedEntities" New version only allows "namedEntities" from answer list. https://docs.microsoft.com/en-us/azure/search/cognitive-search-skill-entity-reco

upvoted 22 times

BenALGuhl

5 months, 2 weeks ago

In the new V3 model you link to (https://learn.microsoft.com/en-us/azure/search/cognitive-search-skill-entity-recognition), namedEntities are not including any external source links like wiki. So namedEntities cannot be the answer. This functionality has been moved into a separate skill Entity Linking: https://learn.microsoft.com/en-us/azure/search/cognitive-search-skill-entity-linking-v3 So as it stands now, I would say the question would require alteration so that a second skill can be called to satisfy the requirement of supplying the sources in the output.

upvoted 2 times

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rober13

1 year, 3 months ago

So, the second option should be nameEntities, isn't it ??

upvoted 5 times

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rdemontis

1 year, 7 months ago

thanks for your contribution

upvoted 4 times

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az999999

Highly Voted 1 year, 11 months ago

I also got this on July 3 2023 exam, but it's changed to Skills.Text.V3.

upvoted 10 times

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syupwsh

Most Recent 4 months, 3 weeks ago

Dropdown 1 is "categories": ["Locations", "Person", "Organization"] because it specifies the categories of entities that the EntityRecognitionSkill should extract from the text. This matches the outputs defined in the skill, which are "person," "locations," and "organization." Dropdown 2 is { "name": "namedEntities" } because it aligns with the standard naming convention used in Azure Cognitive Search for storing the results of entity recognition. Using "namedEntities" makes it clear that the output includes various types of recognized entities, which can include persons, locations, organizations, etc.

upvoted 3 times

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mrg998

9 months, 2 weeks ago

person and namedEntity

upvoted 3 times

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JuneRain

10 months, 2 weeks ago

This question was in the test I took in August 2024

upvoted 4 times

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takaimomoGcup

1 year, 1 month ago

Is this question still available on May 21, 2024?

upvoted 2 times

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takaimomoGcup

1 year, 1 month ago

Is this question still available on May 21, 2024?

upvoted 2 times

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Murtuza

1 year, 3 months ago

The document processing solution aims to extract information related to persons, locations, and organizations. Additionally, it should recognize named entities and assign them to appropriate categories.

upvoted 2 times

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