Merge pull request #267347 from HeidiSteen/heidist-langchain

[azure search] Bicep clarification + Partner spotlight page update

Author: JamesJBarnett

articles/search/media/resource-partners/elastacloud-logo.png

@@ -9,7 +9,7 @@ ms.service: cognitive-search
 ms.custom:
   - ignite-2023
 ms.topic: conceptual
-ms.date: 10/26/2023
+ms.date: 02/26/2024
 ---
 
 # Partner spotlight
@@ -18,8 +18,8 @@ Get expert help from Microsoft partners who build comprehensive solutions that i
 
 | Partner | Description | Product link |
 |---------|-------------|----------------------|
-| ![BA Insight](media/resource-partners/ba-insight-logo.png "BA Insights company logo") | [**BA Insight Search for Workplace**](https://www.bainsight.com/azure-search/) is a complete enterprise search solution powered by Azure AI Search. It's the first of its kind solution, bringing the internet to enterprises for secure, "askable", powerful search to help organizations get a return on information. It delivers a web-like search experience, connects to 80+ enterprise systems and provides automated and intelligent meta tagging. | [Product page](https://www.bainsight.com/azure-search/) |
-| ![BlueGranite](media/resource-partners/blue-granite-full-color.png "Blue Granite company logo") | [**BlueGranite**](https://www.bluegranite.com/) offers 25 years of experience in Modern Business Intelligence, Data Platforms, and AI solutions across multiple industries. Their Knowledge Mining services enable organizations to obtain unique insights from structured and unstructured data sources. Modular AI capabilities perform searches on numerous file types to index data and associate that data with more traditional data sources. Analytics tools extract patterns and trends from the enriched data and showcase results to users at all levels. | [Product page](https://www.bluegranite.com/knowledge-mining) |
+| ![BA Insight](media/resource-partners/ba-insight-logo.png "BA Insights company logo") | [**BA Insight Search for Workplace**](https://www.bainsight.com/azure-search/) is a complete enterprise search solution powered by Azure AI Search. It's the first of its kind solution, bringing the internet to enterprises for secure, askable, powerful search to help organizations get a return on information. It delivers a web-like search experience, connects to 80+ enterprise systems and provides automated and intelligent meta tagging. | [Product page](https://www.bainsight.com/azure-search/) |
+| ![Elastacloud](media/resource-partners/elastacloud-logo.png "Elastacloud company logo") | Founded by two Microsoft Regional Directors, [**Elastacloud**](https://eu1.hubs.ly/H07PsV00) is recognized for its expertise in Azure data and AI technologies over the past decade. Renowned for its innovative use of generative AI to achieve tangible business outcomes, Elastacloud delivers rapid results with strategic enterprise considerations, ensuring long-term success through secure, performant, cost-optimized, and highly accurate solutions. | [Product page](https://eu1.hubs.ly/H07Ps260) |
 | ![Enlighten Designs](media/resource-partners/enlighten-ver2.png "Enlighten Designs company logo") | [**Enlighten Designs**](https://www.enlighten.co.nz) is an award-winning innovation studio that has been enabling client value and delivering digitally transformative experiences for over 22 years. We're pushing the boundaries of the Microsoft technology toolbox, harnessing Azure AI Search, application development, and advanced Azure services that have the potential to transform our world. As experts in Power BI and data visualization, we hold the titles for the most viewed, and the most downloaded Power BI visuals in the world and are Microsoft's Data Journalism agency of record when it comes to data storytelling. | [Product page](https://www.enlighten.co.nz/Services/Data-Visualisation/Azure-Cognitive-Search) |
 | ![Neudesic](media/resource-partners/neudesic-logo.png "Neudesic company logo") | [**Neudesic**](https://www.neudesic.com/) is the trusted technology partner in business innovation, delivering impactful business results to clients through digital modernization and evolution. Our consultants bring business and technology expertise together, offering a wide range of cloud and data-driven solutions, including custom application development, data and artificial intelligence, comprehensive managed services, and business software products. Founded in 2002, Neudesic is a privately held company headquartered in Irvine, California. | [Product page](https://www.neudesic.com/services/modern-workplace/document-intelligence-platform-schedule-demo/)|
 | ![OrangeNXT](media/resource-partners/orangenxt-beldmerk-boven-160px.png "OrangeNXT company logo") | [**OrangeNXT**](https://orangenxt.com/) offers expertise in data consolidation, data modeling, and building skillsets that include custom logic developed for specific use-cases.</br></br>digitalNXT Search is an OrangeNXT solution that combines AI, optical character recognition (OCR), and natural language processing in Azure AI Search pipeline to help you extract search results from multiple structured and unstructured data sources. Integral to digitalNXT Search is advanced custom cognitive skills for interpreting and correlating selected data.</br></br>| [Product page](https://orangenxt.com/solutions/digitalnxt/digitalnxt-search/)|

articles/search/resource-partners-knowledge-mining.md

@@ -11,7 +11,7 @@ ms.custom:
   - mode-arm
   - devx-track-bicep
   - ignite-2023
-ms.date: 06/29/2023
+ms.date: 02/26/2024
 ---
 
 # Quickstart: Deploy Azure AI Search using Bicep
@@ -23,7 +23,7 @@ This article walks you through the process for using a Bicep file to deploy an A
 Only those properties included in the template are used in the deployment. If more customization is required, such as [setting up network security](search-security-overview.md#network-security), you can update the service as a post-deployment task. To customize an existing service with the fewest steps, use [Azure CLI](search-manage-azure-cli.md) or [Azure PowerShell](search-manage-powershell.md). If you're evaluating preview features, use the [Management REST API](search-manage-rest.md).
 
 > [!TIP]
-> For an alternative Bicep template that deploys Azure AI Search with a pre-configured indexer to Cosmos DB for NoSQL, see [Bicep deployment of Azure AI Search](https://github.com/Azure-Samples/azure-search-deployment-template). The template creates an indexer, index, and data source. The indexer runs on a schedule that refreshes from Cosmos DB on a 5-minute interval.
+> For an alternative Bicep template that deploys Azure AI Search with a pre-configured indexer to Cosmos DB for NoSQL, see [Bicep deployment of Azure AI Search](https://github.com/Azure-Samples/azure-search-deployment-template). There's no bicep template support for Azure AI Search data plane operations like creating an index, but you can add a module that calls REST APIs. The sample includes a module that creates an index, data source connector, and an indexer that refreshes from Cosmos DB at 5-minute intervals.
 
 ## Prerequisites
 
@@ -85,7 +85,7 @@ Get-AzResource -ResourceGroupName exampleRG
 
 ## Clean up resources
 
-Other Azure AI Search quickstarts and tutorials build upon this quickstart. If you plan to continue on to work with subsequent quickstarts and tutorials, you may wish to leave this resource in place. When no longer needed, use the Azure portal, Azure CLI, or Azure PowerShell to delete the resource group and its resources.
+Azure AI Search is a billable resource. If it's no longer needed, delete it from your subscription to avoid charges. You can use the Azure portal, Azure CLI, or Azure PowerShell to delete the resource group and its resources.
 
 # [CLI](#tab/CLI)
 
@@ -103,7 +103,7 @@ Remove-AzResourceGroup -Name exampleRG
 
 ## Next steps
 
-In this quickstart, you created an Azure AI Search service using a Bicep file, and then validated the deployment. To learn more about Azure AI Search and Azure Resource Manager, continue on to the articles below.
+In this quickstart, you created an Azure AI Search service using a Bicep file, and then validated the deployment. To learn more about Azure AI Search and Azure Resource Manager, continue on to the articles.
 
 - Read an [overview of Azure AI Search](search-what-is-azure-search.md).
 - [Create an index](search-get-started-portal.md) for your search service.