Merge pull request #225434 from HeidiSteen/heidist-fix

[azure search] Samples link check

Author: prmerger-automator[bot]

articles/search/samples-dotnet.md

@@ -45,7 +45,7 @@ Code samples from the Cognitive Search team demonstrate features and workflows.
 
 | Code sample | Related article  | Purpose |
 |-------------|------------------|---------|
-| [quickstart](https://github.com/Azure-Samples/azure-search-dotnet-samples/tree/master/quickstart) | [Quickstart: Create a search index](search-get-started-dotnet.md) | Covers the basic workflow for creating, loading, and querying a search index in C# using sample data. |
+| [quickstart](https://github.com/Azure-Samples/azure-search-dotnet-samples/tree/master/quickstart/v11) | [Quickstart: Create a search index](search-get-started-dotnet.md) | Covers the basic workflow for creating, loading, and querying a search index in C# using sample data. |
 | [search-website](https://github.com/Azure-Samples/azure-search-dotnet-samples/tree/main/search-website-functions-v4) | [Tutorial: Add search to web apps](tutorial-csharp-overview.md) | Demonstrates an end-to-end search app that includes a rich client plus components for hosting the app and handling search requests.|
 | [DotNetHowTo](https://github.com/Azure-Samples/search-dotnet-getting-started/tree/master/DotNetHowTo)  | [How to use the .NET client library](search-howto-dotnet-sdk.md) | Steps through the basic workflow, but in more detail and with discussion of API usage.  |
 | [DotNetHowToSynonyms](https://github.com/Azure-Samples/search-dotnet-getting-started/tree/master/DotNetHowToSynonyms)  | [Example: Add synonyms in C#](search-synonyms-tutorial-sdk.md) | Synonym lists are used for query expansion, providing matchable  terms that are external to an index. |

articles/search/samples-java.md

@@ -42,7 +42,7 @@ Code samples from the Cognitive Search team are located in [**Azure-Samples/azur
 
 | Samples | Article | 
 |---------|-------------|
-| [search-java-getting-started](https://github.com/Azure-Samples/azure-search-java-samples/tree/main/search-java-getting-started) | Source code for [Quickstart: Create a search index in Java and REST](search-get-started-java.md). |
+| [quickstart](https://github.com/Azure-Samples/azure-search-java-samples/tree/main/quickstart) | Source code for [Quickstart: Create a search index in Java and REST](search-get-started-java.md). |
 
 > [!TIP]
 > Try the [Samples browser](/samples/browse/?languages=java&products=azure-cognitive-search) to search for Microsoft code samples in GitHub, filtered by product, service, and language.

articles/search/samples-python.md

@@ -44,7 +44,7 @@ Code samples from the Cognitive Search team demonstrate features and workflows.
 
 | Samples | Article |
 |---------|---------|
-| [quickstart](https://github.com/Azure-Samples/azure-search-python-samples/tree/master/Quickstart) | Source code for [Quickstart: Create a search index in Python](search-get-started-python.md). This article covers the basic workflow for creating, loading, and querying a search index using sample data. |
+| [quickstart](https://github.com/Azure-Samples/azure-search-python-samples/tree/master/Quickstart/v11) | Source code for [Quickstart: Create a search index in Python](search-get-started-python.md). This article covers the basic workflow for creating, loading, and querying a search index using sample data. |
 | [search-website](https://github.com/Azure-Samples/azure-search-python-samples/tree/main/search-website-functions-v4) | Source code for [Tutorial: Add search to web apps](tutorial-python-overview.md). Demonstrates an end-to-end search app that includes a rich client plus components for hosting the app and handling search requests.|
 | [tutorial-ai-enrichment](https://github.com/Azure-Samples/azure-search-python-samples/tree/master/Tutorial-AI-Enrichment)  | Source code for [Tutorial: Use Python and AI to generate searchable content from Azure blobs](cognitive-search-tutorial-blob-python.md). This article shows how to create a blob indexer with a cognitive skillset, where the skillset creates and transforms raw content to make it searchable or consumable. |
 | [AzureML-Custom-Skill](https://github.com/Azure-Samples/azure-search-python-samples/tree/master/AzureML-Custom-Skill)  | Source code for [Example: Create a custom skill using Python](cognitive-search-custom-skill-python.md). This article demonstrates indexer and skillset integration with deep learning models in Azure Machine Learning. |

articles/search/search-get-started-java.md

@@ -8,7 +8,7 @@ ms.author: heidist
 ms.devlang: java
 ms.service: cognitive-search
 ms.topic: quickstart
-ms.date: 03/04/2021
+ms.date: 12/23/2022
 ms.custom: devx-track-java, mode-api
 ---
 
@@ -22,7 +22,7 @@ ms.custom: devx-track-java, mode-api
 > * [Python](search-get-started-python.md)
 > * [REST](search-get-started-rest.md)
 
-Create a Java console application that creates, loads, and queries a search index using [Visual Studio Code](https://code.visualstudio.com/), [Java 11 SDK](/java/azure/jdk/), and the [Azure.Search.Documents client library in the Azure SDK for Java.](/java/api/overview/azure/search). This article provides step-by-step instructions for creating the application. Alternatively, you can [download and run the complete application](https://github.com/Azure-Samples/azure-search-java-samples).
+Create a Java console application that creates, loads, and queries a search index using [Visual Studio Code](https://code.visualstudio.com/), [Java 11 SDK](/java/azure/jdk/), and the [Azure.Search.Documents client library in the Azure SDK for Java.](/java/api/overview/azure/search). This article provides step-by-step instructions for creating the application. Alternatively, you can [download and run the complete application](https://github.com/Azure-Samples/azure-search-java-samples/quickstart).
 
 If you don't have an Azure subscription, create a [free account](https://azure.microsoft.com/free/?WT.mc_id=A261C142F) before you begin.
 

articles/search/search-get-started-javascript.md

@@ -26,6 +26,8 @@ Use the [JavaScript/TypeScript SDK for Azure Cognitive Search](/javascript/api/o
 
 This article demonstrates how to create the application step by step. Alternatively, you can [download the source code and data](https://github.com/Azure-Samples/azure-search-javascript-samples/tree/master/quickstart/v11) and run the application from the command line.
 
+If you don't have an Azure subscription, create a [free account](https://azure.microsoft.com/free/?WT.mc_id=A261C142F) before you begin.
+
 ## Prerequisites
 
 Before you begin, have the following tools and services:
@@ -34,9 +36,7 @@ Before you begin, have the following tools and services:
 
 + [Node.js](https://nodejs.org) and [npm](https://www.npmjs.com)
 
-+ Azure Cognitive Search. [Create a service](search-create-service-portal.md) or [find an existing service](https://portal.azure.com/#blade/HubsExtension/BrowseResourceBlade/resourceType/Microsoft.Search%2FsearchServices). 
-
-You can use a free service for this quickstart. 
++ Azure Cognitive Search. [Create a service](search-create-service-portal.md) or [find an existing service](https://portal.azure.com/#blade/HubsExtension/BrowseResourceBlade/resourceType/Microsoft.Search%2FsearchServices). You can use a free service for this quickstart. 
 
 ## Set up your project
 

articles/search/search-get-started-python.md

@@ -22,7 +22,7 @@ ms.custom: devx-track-python, mode-api
 > * [Portal](search-get-started-portal.md)
 >
 
-In this exercise, build a Jupyter Notebook that creates, loads, and queries an Azure Cognitive Search index using Python and the [azure-search-documents library](/python/api/overview/azure/search-documents-readme) in the Azure SDK for Python. This article explains how to build a notebook step by step. Alternatively, you can [download and run a finished Jupyter Python notebook](https://github.com/Azure-Samples/azure-search-python-samples).
+In this exercise, build a Jupyter Notebook that creates, loads, and queries an Azure Cognitive Search index using Python and the [azure-search-documents library](/python/api/overview/azure/search-documents-readme) in the Azure SDK for Python. This article explains how to build a notebook step by step. Alternatively, you can [download and run a finished Jupyter Python notebook](https://github.com/Azure-Samples/azure-search-python-samples/tree/master/Quickstart/v11).
 
 If you don't have an Azure subscription, create a [free account](https://azure.microsoft.com/free/?WT.mc_id=A261C142F) before you begin.