Merge remote-tracking branch 'origin' into new-translator-entra-id-273692

Author: laujan

.github/policies/disallow-edits.yml

@@ -19,14 +19,18 @@ configuration:
                 @${issueAuthor} - You tried to add an index file to this repository; this is not permitted so your pull request will be closed automatically.
           - closePullRequest
 
-      - description: Close PRs to the "ai-services/personalizer" folder where the author isn't a member of the MicrosoftDocs org (i.e. PRs in public repo).
+      - description: Close PRs to the "ai-services/personalizer" and "ai-services/responsible-ai" folders where the author isn't a member of the MicrosoftDocs org (i.e. PRs in public repo).
         if:
           - payloadType: Pull_Request
           - isAction:
               action: Opened
-          - filesMatchPattern:
-              matchAny: true
-              pattern: articles/ai-services/personalizer/*
+          - or:
+            - filesMatchPattern:
+                matchAny: true
+                pattern: articles/ai-services/personalizer/*
+            - filesMatchPattern:
+                matchAny: true
+                pattern: articles/ai-services/responsible-ai/*
           - not:
               activitySenderHasAssociation:
                 association: Member
@@ -65,3 +69,55 @@ configuration:
                 - mrbullwinkle
               replyTemplate: ${mentionees} - Please review this PR and sign off when you're ready to merge it.
               assignMentionees: True # This part probably won't work since the bot doesn't have write perms.
+          - addLabel:
+              label: needs-human-review
+
+      - description: \@mention specific people when a PR is opened in the "ai-services/responsible-ai" folder.
+        if:
+          - payloadType: Pull_Request
+          - isAction:
+              action: Opened
+          - filesMatchPattern:
+              matchAny: true
+              pattern: articles/ai-services/responsible-ai/*
+          - activitySenderHasAssociation:
+              association: Member
+          - not:
+              or:
+                - isActivitySender:
+                    user: eric-urban
+                - isActivitySender:
+                    user: nitinme
+                - isActivitySender:
+                    user: mrbullwinkle
+                - isActivitySender:
+                    user: aahill
+                - isActivitySender:
+                    user: laujan
+                - isActivitySender:
+                    user: patrickfarley
+                - isActivitySender:
+                    user: jboback
+                - isActivitySender:
+                    user: heidisteen
+                - isActivitySender:
+                    user: haileytap
+        then:
+          - addReply:
+              reply: >-
+                @${issueAuthor} - Please don't sign off on this PR. The area owners will sign off once they've reviewed your contribution.
+          - mentionUsers:
+              mentionees:
+                - eric-urban
+                - nitinme
+                - mrbullwinkle
+                - aahill
+                - laujan
+                - patrickfarley
+                - jboback
+                - heidisteen
+                - haileytap
+              replyTemplate: ${mentionees} - Please review this PR and sign off when you're ready to merge it.
+              assignMentionees: True # This part probably won't work since the bot doesn't have write perms.
+          - addLabel:
+              label: needs-human-review

.openpublishing.redirection.json

@@ -264,6 +264,11 @@
       "source_path_from_root": "/articles/ai-services/openai/concepts/provisioned-reservation-update.md",
       "redirect_url": "/azure/ai-services/openai/concepts/provisioned-migration",
       "redirect_document_id": true
+    },
+    {
+      "source_path_from_root": "/articles/ai-services/custom-vision-service/logo-detector-mobile.md",
+      "redirect_url": "/azure/ai-services/custom-vision-service",
+      "redirect_document_id": false
     }
   ]
 }

articles/ai-foundry/concepts/models-featured.md

@@ -1,19 +1,19 @@
 ---
-title: Tracing in Azure AI Inference SDK
+title: Trace your application with Azure AI Foundry project library
 titleSuffix: Azure AI Foundry
-description: This article provides an overview of tracing with the Azure AI Inference SDK.
+description: This article provides an overview of tracing with the Azure AI Foundry project library.
 manager: scottpolly
 ms.service: azure-ai-foundry
 ms.custom:
   - ignite-2024
 ms.topic: conceptual
-ms.date: 11/19/2024
+ms.date: 03/31/2025
 ms.reviewer: truptiparkar
 ms.author: lagayhar
 author: lgayhardt
 ---
 
-# Tracing in Azure AI Inference SDK overview
+# Trace your application with Azure AI Foundry project library overview
 
 [!INCLUDE [feature-preview](../includes/feature-preview.md)]
 
@@ -75,5 +75,5 @@ Azure AI's tracing capabilities are designed to empower developers with the tool
 
 ## Related content
 
-- [Trace your application with Azure AI Inference SDK](../how-to/develop/trace-local-sdk.md)
+- [Trace your application with Azure AI Foundry project library](../how-to/develop/trace-local-sdk.md)
 - [Visualize your traces](../how-to/develop/visualize-traces.md)

articles/ai-foundry/concepts/trace.md

@@ -8,7 +8,7 @@ ms.custom:
   - ignite-2023
   - build-2024
 ms.topic: how-to
-ms.date: 12/09/2024
+ms.date: 03/27/2025
 ms.reviewer: siarora
 ms.author: larryfr
 author: Blackmist

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

@@ -7,8 +7,8 @@ ms.service: azure-ai-foundry
 ms.custom:
   - build-2024
   - ignite-2024
-ms.topic: overview
-ms.date: 02/27/2025
+ms.topic: how-to
+ms.date: 03/27/2025
 ms.reviewer: dantaylo
 ms.author: sgilley
 author: sdgilley
@@ -31,18 +31,75 @@ If you want to jump right in and start building an app, check out:
 - [Create a chat app](../../quickstarts/get-started-code.md)
 - [Create a custom RAG app](../../tutorials/copilot-sdk-create-resources.md)
 
-## Get started with Projects
+## Prerequisites
 
-The best way to get started using the Azure AI Foundry SDK is by using a project. AI projects connect together different data, assets, and services you need to build AI applications. The AI project client allows you to easily access these project components from your code by using a single connection string.
+* An Azure subscription. If you don't have one, create a [free account](https://azure.microsoft.com/free/).
+* [Create a project](../create-projects.md) if you don't have one already.
+* Sign in with the Azure CLI using the same account that you use to access your AI Project:
 
-First follow steps to [create an AI Project](../create-projects.md) if you don't have one already.
+    ```bash
+    az login
+    ```
 
-Sign in with the Azure CLI using the same account that you use to access your AI Project:
+## Install everything
 
-```bash
-az login
+Install all the Azure AI Foundry SDK packages as shown here, or install only the packages you need in the following sections.
+
+::: zone pivot="programming-language-python"
+
+1. Create a file named **requirements.txt**. Add the following packages to the file:
+
+    ```txt
+    azure-ai-projects 
+    azure-identity 
+    openai 
+    azure-ai-inference 
+    azure-search-documents 
+    azure-ai-evaluation 
+    azure-monitor-opentelemetry
+    ```
+
+1. Install the packages:
+
+    ```bash
+    pip install -r requirements.txt
+    ```
+
+---
+
+::: zone-end
+
+::: zone pivot="programming-language-csharp"
+
+```dotnet
+dotnet add package Azure.AI.Projects
+dotnet add package Azure.Identity
+dotnet add package Azure.AI.OpenAI
+dotnet add package Azure.AI.Inference
+dotnet add package Azure.Search.Documents
 ```
 
+Add using statements:
+
+```csharp
+using Azure.Identity;
+using Azure.AI.Projects;
+using OpenAI.Chat;
+using Azure.AI.OpenAI;
+using Azure.AI.Inference;
+using Azure.Search.Documents;
+using Azure.Search.Documents.Models;
+```
+
+---
+
+::: zone-end
+
+
+## Get started with projects
+
+The best way to get started using the Azure AI Foundry SDK is by using a project. AI projects connect together different data, assets, and services you need to build AI applications. The AI project client allows you to easily access these project components from your code by using a single connection string.
+
 Install the Azure AI projects client library:
 
 ::: zone pivot="programming-language-python"