removed azure-search-lab

Author: HeidiSteen

articles/search/TOC.yml

@@ -264,9 +264,9 @@
       href: search-howto-concurrency.md
     - name: Develop in .NET
       href: search-howto-dotnet-sdk.md
-    - name: Upgrade to 11.0
+    - name: Upgrade .NET libraries
       href: search-dotnet-sdk-migration-version-11.md
-    - name: Upgrade the Management SDK
+    - name: Manage with Azure SDKs
       href: search-dotnet-mgmt-sdk-migration.md
     - name: Upgrade the REST API
       href: search-api-migration.md

articles/search/resource-demo-sites.md

@@ -7,7 +7,7 @@ manager: nitinme
 ms.author: heidist
 ms.service: cognitive-search
 ms.topic: conceptual
-ms.date: 08/22/2023
+ms.date: 09/18/2023
 ---
 
 # Demos - Azure Cognitive Search
@@ -19,7 +19,6 @@ The following demos are built and hosted by Microsoft.
 | Demo name | Description | Source code |
 |-----------|------------ |-------------|
 | [Chat with your data](https://entgptsearch.azurewebsites.net/) | An Azure web app that uses ChatGPT in Azure OpenAI with fictitous health plan data in a search index. | [https://github.com/Azure-Samples/azure-search-openai-demo/](https://github.com/Azure-Samples/azure-search-openai-demo/)  |
-| [AzSearchLab](https://azuresearchlab.azurewebsites.net/) | A web front end that makes calls to a search index. | [https://github.com/Azure-Samples/azure-search-lab](https://github.com/Azure-Samples/azure-search-lab) |
 | [NYC Jobs demo](https://azjobsdemo.azurewebsites.net/) | An ASP.NET app with facets, filters, details, geo-search (map controls). | [https://github.com/Azure-Samples/search-dotnet-asp-net-mvc-jobs](https://github.com/Azure-Samples/search-dotnet-asp-net-mvc-jobs) |
 | [JFK files demo](https://jfk-demo-2019.azurewebsites.net/#/) | An ASP.NET web app built on a public data set, transformed with custom and predefined skills to extract searchable content from scanned document (JPEG) files. [Learn more...](https://www.microsoft.com/ai/ai-lab-jfk-files) | [https://github.com/Microsoft/AzureSearch_JFK_Files](https://github.com/Microsoft/AzureSearch_JFK_Files) |
 | [Semantic search for retail](https://brave-meadow-0f59c9b1e.1.azurestaticapps.net/) | Web app for a fictitious online retailer, "Terra" | Not available |

articles/search/resource-tools.md

@@ -16,7 +16,6 @@ Productivity tools are built by engineers at Microsoft, but aren't part of the A
 
 | Tool name | Description | Source code |
 |-----------|------------ |-------------|
-| [Azure Cognitive Search Lab readme](https://github.com/Azure-Samples/azure-search-lab/blob/main/README.md) | Connects to your search service with a Web UI that exercises the full REST API, including the ability to edit a live search index. | [https://github.com/Azure-Samples/azure-search-lab](https://github.com/Azure-Samples/azure-search-lab) |
 | [Back up and Restore readme](https://github.com/liamca/azure-search-backup-restore/blob/master/README.md) | Download a populated search index to your local device and then upload the index and its content to a new search service. | [https://github.com/liamca/azure-search-backup-restore](https://github.com/liamca/azure-search-backup-restore) |
 | [Knowledge Mining Accelerator readme](https://github.com/Azure-Samples/azure-search-knowledge-mining/blob/main/README.md) | Code and docs to jump start a knowledge store using your data. | [https://github.com/Azure-Samples/azure-search-knowledge-mining](https://github.com/Azure-Samples/azure-search-knowledge-mining) |
 | [Performance testing readme](https://github.com/Azure-Samples/azure-search-performance-testing/blob/main/README.md) | This solution helps you load test Azure Cognitive Search. It uses Apache JMeter as an open source load and performance testing tool and Terraform to dynamically provision and destroy the required infrastructure on Azure. | [https://github.com/Azure-Samples/azure-search-performance-testing](https://github.com/Azure-Samples/azure-search-performance-testing) |

articles/search/search-dotnet-mgmt-sdk-migration.md

@@ -1,7 +1,7 @@
 ---
-title: Upgrade to the Azure Search .NET Management SDK
+title: Management SDKs
 titleSuffix: Azure Cognitive Search
-description: Upgrade to the Azure Search .NET Management SDK from previous versions. Learn about new features and the code changes necessary for migration.
+description: Learn about the management libraries and packages used for control plane operations in Azure Cognitive Search.
 
 manager: nitinme
 author: bevloh
@@ -10,10 +10,14 @@ ms.service: cognitive-search
 ms.devlang: csharp
 ms.custom: devx-track-dotnet
 ms.topic: conceptual
-ms.date: 10/03/2022
+ms.date: 09/15/2023
 ---
 
-# Upgrading versions of the Azure Search .NET Management SDK
+# Manage a search service using Azure SDKs
+
+Azure SDKs include libraries and packages for provisioning and managing an Azure Cognitive Search service. This article enumerates the c
+## Control plane tasks
+
 
 This article explains how to migrate to successive versions of the Azure Search .NET Management SDK, used to provision or deprovision search services, adjust capacity, and manage API keys.
 

articles/search/whats-new.md

@@ -68,7 +68,6 @@ Learn about the latest updates to Azure Cognitive Search functionality, docs, an
 | November | [Query performance dashboard](https://github.com/Azure-Samples/azure-samples-search-evaluation). This Application Insights sample demonstrates an approach for deep monitoring of query usage and performance of an Azure Cognitive Search index. It includes a JSON template that creates a workbook and dashboard in Application Insights and a Jupyter Notebook that populates the dashboard with simulated data. |
 | October | [Compliance risk analysis using Azure Cognitive Search](/azure/architecture/guide/ai/compliance-risk-analysis). On Azure Architecture Center, this guide covers the implementation of a compliance risk analysis solution that uses Azure Cognitive Search. |
 | October | [Beiersdorf customer story using Azure Cognitive Search](https://customers.microsoft.com/story/1552642769228088273-Beiersdorf-consumer-goods-azure-cognitive-search). This customer story showcases semantic search and document summarization to provide researchers with ready access to institutional knowledge. |
-| September | [Azure Cognitive Search Lab](https://github.com/Azure-Samples/azure-search-lab/blob/main/README.md). This C# sample provides the source code for building a web front-end that accesses all of the REST API calls against an index. This tool is used by support engineers to investigate customer support issues. You can try this [demo site](https://azuresearchlab.azurewebsites.net/) before building your own copy. |
 | September |  [Event-driven indexing for Cognitive Search](https://github.com/aditmer/Event-Driven-Indexing-For-Cognitive-Search/blob/main/README.md). This C# sample is an Azure Function app that demonstrates event-driven indexing in Azure Cognitive Search. If you've used indexers and skillsets before, you know that indexers can run on demand or on a schedule, but not in response to events. This demo shows you how to set up an indexing pipeline that responds to data update events. |
 | August | [Tutorial: Index large data from Apache Spark](search-synapseml-cognitive-services.md). This tutorial explains how to use the SynapseML open-source library to push data from Apache Spark into a search index. It also shows you how to make calls to Azure AI services to get AI enrichment without skillsets and indexers. |
 | June | [Semantic search (preview)](semantic-search-overview.md). New support for Storage Optimized tiers (L1, L2). |