Merge pull request #5697 from MicrosoftDocs/main

Auto Publish – main to live - 2025-06-24 22:30 UTC

Author: Taojunshen

articles/ai-foundry/.openpublishing.redirection.ai-studio.json

@@ -350,6 +350,11 @@
             "redirect_url": "/azure/ai-foundry/how-to/evaluate-results",
             "redirect_document_id": true
           },
+          {
+            "source_path_from_root": "/articles/ai-foundry/how-to/deploy-nvidia-inference-microservice.md",
+            "redirect_url": "/azure/ai-foundry/how-to/deploy-models-managed-pay-go#nvidia",
+            "redirect_document_id": true
+          },
           {
             "source_path_from_root": "/articles/ai-studio/how-to/fine-tune-managed-compute.md",
             "redirect_url": "/azure/ai-foundry/how-to/fine-tune-managed-compute",

articles/ai-foundry/agents/how-to/tools/sharepoint.md

@@ -15,6 +15,13 @@ ms.custom: azure-ai-agents
 
 Integrate your agents with the **Microsoft SharePoint** to chat with your private documents securely. You can connect to your SharePoint site, such as `contoso.sharepoint.com/sites/policies` to ground your Agents with that data. When a user sends a query, the agent will determine if SharePoint should be leveraged or not. If so, it will send a query using the SharePoint tool, which checks if the user has a Microsoft 365 Copilot license and use managed identity to retrieve relevant documents they have access to. The scope of retrieval includes all supported documents in this SharePoint site. Lastly, the agent will generate responses based on retrieved information. With identity passthrough (On-Behalf-Of) authorization, this integration simplifies access to enterprise data in SharePoint while maintaining robust security, ensuring proper access control and enterprise-grade protection. 
 
+## How it works
+The SharePoint tool makes it possible by enabling seamless integrations between AI agents and business documents stored in SharePoint empowered by [Microsoft 365 Copilot API](/microsoft-365-copilot/extensibility/api-reference/retrieval-api-overview). To ground your SharePoint documents, you can simply enter the sites or folders to connect with, and SharePoint tool will leverage [built-in indexing capabilities](/microsoftsearch/semantic-index-for-copilot) to enhance search and retrieval experience, including intelligent indexing, query processing, and content chunking.
+
+Instead of requiring developers to export SharePoint content, build a custom semantic index, manage governance controls, and configure refresh logic, this capability automates the entire retrieval pipeline. It dynamically indexes documents, breaks content into meaningful chunks, and applies advanced query processing to surface the most relevant information. By leveraging the same enterprise-grade retrieval stack that powers Microsoft 365 Copilot, it ensures AI agent responses are grounded in the most up-to-date and contextually relevant content. 
+
+Customers rely on data security in SharePoint to access, create, and share documents with flexible document-level access control. Enterprise features such as Identity Passthrough/On-Behalf-Of (OBO) authentication ensure proper access control, allowing end users to receive responses generated from SharePoint documents they have permission to access. With OBO authentication, the Foundry Agent service uses the end user’s identity to authorize and retrieve relevant SharePoint documents, generating responses tailored towards specific end users. 
+
 ## Usage support
 
 |Azure AI foundry support  | Python SDK |	C# SDK | JavaScript SDK | REST API |Basic agent setup | Standard agent setup |
@@ -23,7 +30,7 @@ Integrate your agents with the **Microsoft SharePoint** to chat with your privat
 
 ## Prerequisites
 
-* Developers and end users have Microsoft 365 Copilot license.
+* Developers and end users have Microsoft 365 Copilot license, as required by [Microsoft 365 Copilot API](/microsoft-365-copilot/extensibility/api-reference/retrieval-api-overview).
 * Developers and end users have at least `Azure AI User` RBAC role. 
 * Developers and end users have at least `READ` access to the SharePoint site.
 

articles/ai-foundry/concepts/ai-resources.md

@@ -2,8 +2,8 @@
 title: Hubs and hub-based project overview
 titleSuffix: Azure AI Foundry
 description: This article introduces concepts about Azure AI Foundry hubs for your Azure AI Foundry projects.
-author: Blackmist
-ms.author: larryfr
+ms.author: sgilley
+author: sdgilley
 manager: scottpolly
 ms.reviewer: deeikele
 ms.date: 04/28/2025

articles/ai-foundry/concepts/architecture.md

@@ -10,8 +10,8 @@ ms.custom:
 ms.topic: concept-article
 ms.date: 04/28/2025
 ms.reviewer: deeikele
-ms.author: larryfr
-author: Blackmist
+ms.author: sgilley
+author: sdgilley
 ---
 
 # Azure AI Foundry architecture 

articles/ai-foundry/concepts/management-center.md

@@ -2,8 +2,8 @@
 title: Management center overview
 titleSuffix: Azure AI Foundry
 description: "The management center in Azure AI Foundry portal provides a centralized hub for governance and management activities."
-author: sdgilley
 ms.author: sgilley
+author: sdgilley
 ms.service: azure-ai-foundry
 ms.custom:
   - ignite-2024

articles/ai-foundry/how-to/autoscale.md

@@ -10,8 +10,8 @@ ms.custom:
 ms.topic: how-to
 ms.date: 05/05/2025
 ms.reviewer: obiume
-ms.author: larryfr
-author: Blackmist
+ms.author: mopeakande
+author: msakande 
 ---
 
 # Autoscale Azure AI limits

articles/ai-foundry/how-to/costs-plan-manage.md

@@ -2,8 +2,8 @@
 title: Plan and manage costs for Azure AI Foundry
 titleSuffix: Azure AI Foundry
 description: Learn how to plan for and manage costs for Azure AI Foundry by using cost analysis in the Azure portal.
-author: Blackmist
-ms.author: larryfr
+ms.author: mopeakande
+author: msakande 
 manager: scottpolly
 ms.reviewer: obiume
 ms.date: 05/07/2025

articles/ai-foundry/how-to/create-azure-ai-hub-template.md

@@ -8,8 +8,8 @@ ms.custom: devx-track-arm-template, devx-track-bicep, build-2024
 ms.topic: how-to
 ms.date: 04/29/2025
 ms.reviewer: deeikele
-ms.author: larryfr
-author: Blackmist
+ms.author: sgilley
+author: sdgilley
 #Customer intent: As a DevOps person, I need to automate or customize the creation of a hub by using templates.
 ---
 

articles/ai-foundry/how-to/create-azure-ai-project-template.md

@@ -2,8 +2,8 @@
 title: "Quickstart: Create a project using Bicep"
 titleSuffix: Azure AI Foundry
 description: Learn how to use a Bicep file (template) to create an Azure AI Foundry project in your Azure subscription.
-author: Blackmist
-ms.author: larryfr
+ms.author: sgilley
+author: sdgilley
 manager: scottpolly
 reviewer: andyaviles
 ms.service: azure-ai-foundry

articles/ai-foundry/how-to/create-azure-ai-resource.md

@@ -11,8 +11,8 @@ ms.custom:
 ms.topic: how-to
 ms.date: 05/08/2025
 ms.reviewer: deeikele
-ms.author: larryfr
-author: Blackmist
+ms.author: sgilley
+author: sdgilley
 # Customer Intent: As an admin, I need to create and manage an Azure AI Foundry hub so that my team can use it to create projects for collaboration.
 ---