Merge pull request #218834 from pritamso/Broken-link-fix-HeidiSteen

Broken link fixed

Author: prmerger-automator[bot]

articles/search/samples-dotnet.md

@@ -43,7 +43,7 @@ Code samples from the Cognitive Search team demonstrate features and workflows.
 | Samples | Article  |
 |---------|-------------|
 | [quickstart](https://github.com/Azure-Samples/azure-search-dotnet-samples/tree/master/quickstart) | Source code for [Quickstart: Create a search index ](search-get-started-dotnet.md). Covers the basic workflow for creating, loading, and querying a search index using sample data. |
-| [search-website](https://github.com/azure-samples/azure-search-dotnet-samples/tree/master/search-website) | Source code for [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.|
+| [search-website](https://github.com/Azure-Samples/azure-search-dotnet-samples/tree/main/search-website-functions-v4) | Source code for [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)  | Source code for [How to use the .NET client library](search-howto-dotnet-sdk.md). Steps through the basic workflow, but in more detail and discussion of API usage.  |
 | [DotNetHowToSynonyms](https://github.com/Azure-Samples/search-dotnet-getting-started/tree/master/DotNetHowToSynonyms)  | Source code for [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. |
 | [DotNetToIndexers](https://github.com/Azure-Samples/search-dotnet-getting-started/tree/master/DotNetHowToIndexers) | Source code for [Tutorial: Index Azure SQL data using the .NET SDK](search-indexer-tutorial.md). This article shows how to configure an Azure SQL indexer that has a schedule, field mappings, and parameters.  |

articles/search/samples-javascript.md

@@ -53,7 +53,7 @@ Code samples from the Cognitive Search team demonstrate features and workflows.
 | Samples | Article |
 |---------|---------|
 | [quickstart](https://github.com/Azure-Samples/azure-search-javascript-samples/tree/master/quickstart/v11) | Source code for [Quickstart: Create a search index in JavaScript](search-get-started-javascript.md). Covers the basic workflow for creating, loading, and querying a search index using sample data. |
-| [search-website](https://github.com/azure-samples/azure-search-javascript-samples/tree/master/search-website) | Source code for [Tutorial: Add search to web apps](tutorial-javascript-overview.md). Demonstrates an end-to-end search app that includes a rich client plus components for hosting the app and handling search requests.|
+| [search-website](https://github.com/Azure-Samples/azure-search-javascript-samples/tree/main/search-website-functions-v4) | Source code for [Tutorial: Add search to web apps](tutorial-javascript-overview.md). Demonstrates an end-to-end search app that includes a rich client plus components for hosting the app and handling search requests.|
 
 > [!Tip]
 > Try the [Samples browser](/samples/browse/?languages=javascript&products=azure-cognitive-search) to search for Microsoft code samples in GitHub, filtered by product, service, and language.

articles/search/samples-python.md

@@ -45,7 +45,7 @@ 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. |
-| [search-website](https://github.com/azure-samples/azure-search-python-samples/tree/master/search-website) | 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.|
+| [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/semantic-how-to-query-request.md

@@ -44,7 +44,7 @@ You'll need a search client that supports preview APIs on the query request. Her
 
 + [Search explorer](search-explorer.md) in Azure portal, recommended for initial exploration.
 
-+ [Postman Desktop App](https://www.postman.com/downloads/) using the [2021-04-30-Preview REST APIs](/rest/api/searchservice/preview-api/). See this [Quickstart](search-get-started-rest.md) for help with setting up your requests.
++ [Postman Desktop App](https://www.postman.com/downloads/) using the [2021-04-30-Preview REST APIs](/rest/api/searchservice/preview-api/search-documents). See this [Quickstart](search-get-started-rest.md) for help with setting up your requests.
 
 + [Azure.Search.Documents 11.4.0-beta.5](https://www.nuget.org/packages/Azure.Search.Documents/11.4.0-beta.5) in the Azure SDK for .NET Preview.