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articles/ai-services/language-service/question-answering/how-to/best-practices.md

@@ -1,8 +1,8 @@
 ---
 title: Project best practices
 description: Best practices for Question Answering
-ms.service: cognitive-services
-ms.subservice: qna-maker
+ms.service: azure-ai-language
+ms.subservice: azure-ai-qna-maker
 ms.topic: how-to
 author: jboback
 ms.author: jboback

articles/ai-services/language-service/question-answering/how-to/export-import-refresh.md

@@ -1,8 +1,8 @@
 ---
 title: Export/import/refresh | question answering projects and projects
 description: Learn about backing up your question answering projects and projects
-ms.service: cognitive-services
-ms.subservice: qna-maker
+ms.service: azure-ai-language
+ms.subservice: azure-ai-qna-maker
 ms.topic: how-to
 author: jboback
 ms.author: jboback

articles/ai-services/qnamaker/Concepts/azure-resources.md

@@ -1,11 +1,11 @@
 ---
 title: Azure resources - QnA Maker
 description: QnA Maker uses several Azure sources, each with a different purpose. Understanding how they are used individually allows you to plan for and select the correct pricing tier or know when to change your pricing tier. Understanding how they are used in combination allows you to find and fix problems when they occur.
-ms.service: cognitive-services
+ms.service: azure-ai-language
 manager: nitinme
 ms.author: jboback
 author: jboback
-ms.subservice: qna-maker
+ms.subservice: azure-ai-qna-maker
 ms.topic: conceptual
 ms.date: 02/02/2022
 ms.custom: ignite-fall-2021

articles/ai-services/qnamaker/Concepts/best-practices.md

@@ -1,11 +1,11 @@
 ---
 title: Best practices - QnA Maker
 description: Use these best practices to improve your knowledge base and provide better results to your application/chat bot's end users.
-ms.service: cognitive-services
+ms.service: azure-ai-language
 manager: nitinme
 ms.author: jboback
 author: jboback
-ms.subservice: qna-maker
+ms.subservice: azure-ai-qna-maker
 ms.topic: conceptual
 ms.date: 11/19/2021
 ms.custom: ignite-fall-2021

articles/ai-services/qnamaker/Concepts/confidence-score.md

@@ -6,8 +6,8 @@ services: cognitive-services
 manager: nitinme
 ms.author: jboback
 author: jboback
-ms.service: cognitive-services
-ms.subservice: qna-maker
+ms.service: azure-ai-language
+ms.subservice: azure-ai-qna-maker
 ms.topic: conceptual
 ms.date: 01/27/2020
 ms.custom: seodec18

articles/ai-services/qnamaker/Concepts/data-sources-and-content.md

@@ -1,11 +1,11 @@
 ---
 title: Data sources and content types - QnA Maker
 description: Learn how to import question and answer pairs from data sources and supported content types, which include many standard structured documents such as PDF, DOCX, and TXT - QnA Maker.
-ms.service: cognitive-services
+ms.service: azure-ai-language
 manager: nitinme
 ms.author: jboback
 author: jboback
-ms.subservice: qna-maker
+ms.subservice: azure-ai-qna-maker
 ms.topic: conceptual
 ms.date: 01/11/2022
 ---

articles/ai-services/qnamaker/Concepts/development-lifecycle-knowledge-base.md

@@ -1,11 +1,11 @@
 ---
 title: Lifecycle of knowledge base - QnA Maker
 description: QnA Maker learns best in an iterative cycle of model changes, utterance examples, publishing, and gathering data from endpoint queries.
-ms.service: cognitive-services
+ms.service: azure-ai-language
 manager: nitinme
 ms.author: jboback
 author: jboback
-ms.subservice: qna-maker
+ms.subservice: azure-ai-qna-maker
 ms.topic: conceptual
 ms.date: 09/01/2020
 ---

articles/ai-services/qnamaker/Concepts/plan.md

@@ -1,11 +1,11 @@
 ---
 title: Plan your app - QnA Maker
 description: Learn how to plan your QnA Maker app. Understand how QnA Maker works and interacts with other Azure services and some knowledge base concepts.
-ms.service: cognitive-services
+ms.service: azure-ai-language
 manager: nitinme
 ms.author: jboback
 author: jboback
-ms.subservice: qna-maker
+ms.subservice: azure-ai-qna-maker
 ms.topic: conceptual
 ms.date: 11/02/2021
 ms.custom: ignite-fall-2021

articles/ai-services/qnamaker/Concepts/question-answer-set.md

@@ -1,8 +1,8 @@
 ---
 title: Design knowledge base - QnA Maker concepts
 description: Learn how to design a knowledge base - QnA Maker.
-ms.service: cognitive-services
-ms.subservice: qna-maker
+ms.service: azure-ai-language
+ms.subservice: azure-ai-qna-maker
 ms.topic: conceptual
 manager: nitinme
 ms.author: jboback

articles/ai-services/qnamaker/Concepts/role-based-access-control.md

@@ -1,8 +1,8 @@
 ---
 title: Collaborate with others - QnA Maker
 description: Learn how to collaborate with other authors and editors using Azure role-based access control.
-ms.service: cognitive-services
-ms.subservice: qna-maker
+ms.service: azure-ai-language
+ms.subservice: azure-ai-qna-maker
 ms.topic: conceptual
 manager: nitinme
 ms.author: jboback