QnA Maker

E828316

Azure Cognitive Service cloud-based service question answering service

QnA Maker is a cloud-based Azure Cognitive Service that lets developers build, train, and deploy question-answering knowledge bases from FAQs and other content using natural language processing.

Try in SPARQL Jump to: Surface forms Disambiguation Statements Elicitation Referenced by

All labels observed (3)

Label	Occurrences
Azure Cognitive Service for Language question answering	1
QnA Maker canonical	1
QnA Maker (deprecated in favor of Language Studio)	1

How this entity was disambiguated

This entity first appeared as the object of triple T9899267 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: QnA Maker
Context triple: [Azure Cognitive Services, includesService, QnA Maker]

A. Power Virtual Agents
Power Virtual Agents is a Microsoft low-code platform service for building and deploying AI-powered chatbots that can interact with users across websites, apps, and messaging channels.
B. Dialogflow
Dialogflow is a Google Cloud service for building conversational interfaces, such as chatbots and voice apps, that understand natural language.
C. Meta AI assistant
Meta AI assistant is an artificial intelligence–powered virtual assistant created by Meta to help users with tasks like answering questions, generating content, and interacting across Meta’s platforms.
D. Libera Chat
Libera Chat is a prominent free and open-source–focused IRC network that hosts real-time discussion channels for numerous software projects and online communities.
E. OpenAI Chat Completions API
The OpenAI Chat Completions API is a cloud-based interface that lets developers integrate advanced conversational AI models into their applications for tasks like dialogue, assistance, and content generation.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: QnA Maker
Target entity description: QnA Maker is a cloud-based Azure Cognitive Service that lets developers build, train, and deploy question-answering knowledge bases from FAQs and other content using natural language processing.

A. Power Virtual Agents
Power Virtual Agents is a Microsoft low-code platform service for building and deploying AI-powered chatbots that can interact with users across websites, apps, and messaging channels.
B. Dialogflow
Dialogflow is a Google Cloud service for building conversational interfaces, such as chatbots and voice apps, that understand natural language.
C. Meta AI assistant
Meta AI assistant is an artificial intelligence–powered virtual assistant created by Meta to help users with tasks like answering questions, generating content, and interacting across Meta’s platforms.
D. Libera Chat
Libera Chat is a prominent free and open-source–focused IRC network that hosts real-time discussion channels for numerous software projects and online communities.
E. OpenAI Chat Completions API
The OpenAI Chat Completions API is a cloud-based interface that lets developers integrate advanced conversational AI models into their applications for tasks like dialogue, assistance, and content generation.
F. None of above. chosen

Statements (48)

Predicate	Object
instanceOf	Azure Cognitive Service ⓘ cloud-based service ⓘ question answering service ⓘ
accessControl	Azure Active Directory ⓘ
billingModel	consumption-based ⓘ
deploymentModel	cloud ⓘ
developedBy	Microsoft ⓘ
documentationUrl	https://learn.microsoft.com/azure/cognitive-services/qnamaker/overview ⓘ
hasPurpose	build question answering knowledge bases ⓘ deploy question answering endpoints ⓘ train question answering models ⓘ
hasSuccessor	Azure Cognitive Service for Language question answering ⓘ linked to: QnA Maker
hostedOn	Microsoft Azure ⓘ linked to: Azure
integratesWith	Azure Bot Service ⓘ linked to: Bot Framework Azure Functions ⓘ Microsoft Bot Framework ⓘ linked to: Bot Framework Power Virtual Agents ⓘ
ownedBy	Microsoft Corporation ⓘ linked to: Microsoft
partOf	Azure Cognitive Services ⓘ Microsoft Azure ⓘ linked to: Azure
provides	REST API ⓘ knowledge base management ⓘ question answering endpoint ⓘ web-based portal ⓘ
retiredOn	2025-03-31 ⓘ
retirementAnnounced	2021 ⓘ
status	retired ⓘ
supportsExport	knowledge base backup ⓘ
supportsFeature	active learning ⓘ chit-chat personality packs ⓘ metadata-based filtering ⓘ multi-turn conversations ⓘ ranked answer selection ⓘ synonym management ⓘ
supportsImport	Excel files ⓘ SharePoint FAQ pages ⓘ public website FAQs ⓘ
supportsInputType	FAQ documents ⓘ URLs with FAQ content ⓘ product manuals ⓘ structured question-answer pairs ⓘ
supportsLanguage	multiple natural languages ⓘ
typicalUseCase	FAQ bots ⓘ customer support virtual agents ⓘ internal knowledge assistants ⓘ
uses	Azure Search ⓘ linked to: Azure Cognitive Search machine learning ⓘ natural language processing ⓘ

How these facts were elicited

Referenced by (3)

Full triples — surface form annotated when it differs from this entity's canonical label.

Azure Cognitive Services → includesService → QnA Maker ⓘ

QnA Maker → hasSuccessor → Azure Cognitive Service for Language question answering ⓘ

linked to: QnA Maker

Bot Framework → integratesWith → QnA Maker (deprecated in favor of Language Studio) ⓘ