Merge pull request #113997 from tchristiani/AzS-video-snips-knowledge-store

Azs: video snips knowledge store articles

Author: PRMerger10

articles/search/knowledge-store-concept-intro.md

@@ -8,7 +8,7 @@ manager: nitinme
 ms.author: heidist
 ms.service: cognitive-search
 ms.topic: conceptual
-ms.date: 12/11/2019
+ms.date: 05/05/2020
 ---
 
 # Introduction to knowledge stores in Azure Cognitive Search
@@ -23,6 +23,10 @@ If you have used cognitive skills in the past, you already know that *skillsets*
 
 Physically, a knowledge store is [Azure Storage](https://docs.microsoft.com/azure/storage/common/storage-account-overview), either Azure Table storage, Azure Blob storage, or both. Any tool or process that can connect to Azure Storage can consume the contents of a knowledge store.
 
+
+> [!VIDEO https://www.youtube.com/embed/XWzLBP8iWqg?version=3&start=235&end=426]
+
+
 ![Knowledge store in pipeline diagram](./media/knowledge-store-concept-intro/knowledge-store-concept-intro.svg "Knowledge store in pipeline diagram")
 
 ## Benefits of knowledge store
@@ -44,6 +48,10 @@ Enumerated, the benefits of knowledge store include the following:
 
 ## Physical storage
 
+
+> [!VIDEO https://www.youtube.com/embed/XWzLBP8iWqg?version=3&start=455&end=542]
+
+
 The physical expression of a knowledge store is articulated through the `projections` element of a `knowledgeStore` definition in a Skillset. The projection defines a structure of the output so that it matches your intended use.
 
 Projections can be articulated as tables, objects, or files.

articles/search/knowledge-store-connect-power-bi.md

@@ -8,7 +8,7 @@ ms.author: heidist
 manager: nitinme
 ms.service: cognitive-search
 ms.topic: conceptual
-ms.date: 11/26/2019
+ms.date: 05/05/2020
 ---
 
 # Connect a knowledge store with Power BI
@@ -17,7 +17,12 @@ ms.date: 11/26/2019
 > Knowledge store is currently in public preview. Preview functionality is provided without a service level agreement, and is not recommended for production workloads. For more information, see [Supplemental Terms of Use for Microsoft Azure Previews](https://azure.microsoft.com/support/legal/preview-supplemental-terms/). 
 > The [REST API version 2019-05-06-Preview](search-api-preview.md) provides preview features. There is currently limited portal support, and no .NET SDK support.
 
-In this article, learn how to connect to and explore a knowledge store using Power Query in the Power BI Desktop app. You can get started faster with templates, or build a custom dashboard from scratch.
+In this article, learn how to connect to and explore a knowledge store using Power Query in the Power BI Desktop app. You can get started faster with templates, or build a custom dashboard from scratch. This brief video below demonstrates how you can enrich your experience with your data by using Azure Cognitive Search in combination with Power BI.
+
+
+> [!VIDEO https://www.youtube.com/embed/XWzLBP8iWqg?version=3&start=593&end=663]
+
+
 
 + Follow the steps in [Create a knowledge store in the Azure portal](knowledge-store-create-portal.md) or [Create an Azure Cognitive Search knowledge store by using REST](knowledge-store-create-rest.md) to create the sample knowledge store used in this walkthrough. You will also need the name of the Azure Storage account that you used to create the knowledge store, along with its access key from the Azure portal.