Merge branch 'MicrosoftDocs:main' into main

Author: tejaswikolli-web

.openpublishing.redirection.ai-services-from-cog.json

@@ -1670,11 +1670,6 @@
       "redirect_url": "/azure/ai-services/speech-service/how-to-configure-openssl-linux",
       "redirect_document_id": true
     },
-    {
-      "source_path_from_root": "/articles/cognitive-services/speech-service/how-to-configure-rhel-centos-7.md",
-      "redirect_url": "/azure/ai-services/speech-service/how-to-configure-rhel-centos-7",
-      "redirect_document_id": true
-    },
     {
       "source_path_from_root": "/articles/cognitive-services/speech-service/how-to-control-connections.md",
       "redirect_url": "/azure/ai-services/speech-service/how-to-control-connections",

.openpublishing.redirection.json

@@ -1,5 +1,35 @@
 {
   "redirections": [
+    {
+      "source_path": "articles/storage/files/files-samples-dotnet-v11.md",
+      "redirect_url": "/previous-versions/azure/storage/files/files-samples-dotnet-v11",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "articles/storage/files/files-samples-java-v8.md",
+      "redirect_url": "/previous-versions/azure/storage/files/files-samples-java-v8",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "articles/storage/files/files-samples-python-v2.md",
+      "redirect_url": "/previous-versions/azure/storage/files/files-samples-python-v2",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "articles/storage/files/storage-c-plus-plus-how-to-use-files.md",
+      "redirect_url": "/previous-versions/azure/storage/files/storage-c-plus-plus-how-to-use-files",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "articles/storage/queues/queues-v11-samples-dotnet.md",
+      "redirect_url": "/previous-versions/azure/storage/queues/queues-v11-samples-dotnet",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "articles/storage/queues/queues-v2-samples-python.md",
+      "redirect_url": "/previous-versions/azure/storage/queues/queues-v2-samples-python",
+      "redirect_document_id": false
+    },
     {
       "source_path": "articles/storage/files/storage-files-migration-storsimple-1200.md",
       "redirect_url": "/previous-versions/azure/storage/files/storage-files-migration-storsimple-1200",
@@ -5049,6 +5079,11 @@
       "source_path_from_root": "/articles/xplat-cli-install.md",
       "redirect_url": "/cli/azure/install-azure-cli",
       "redirect_document_id": false
+    },
+    {
+      "source_path_from_root": "/articles/virtual-network/template-samples.md",
+      "redirect_url": "/samples/browse/?expanded=azure&products=azure-resource-manager&terms=virtual%20network",
+      "redirect_document_id": false
     }
   ]
-}
+}

articles/ai-services/.openpublishing.redirection.ai-services.json

@@ -384,6 +384,16 @@
             "source_path_from_root": "/articles/ai-services/speech-service/faq-voice-assistants.yml",
             "redirect_url": "/azure/ai-services/speech-service/custom-commands",
             "redirect_document_id": false
+          },
+          {
+            "source_path_from_root": "/articles/cognitive-services/speech-service/how-to-configure-rhel-centos-7.md",
+            "redirect_url": "/azure/ai-services/speech-service/quickstarts/setup-platform",
+            "redirect_document_id": false
+          },
+          {
+            "source_path_from_root": "/articles/ai-services/speech-service/how-to-configure-rhel-centos-7.md",
+            "redirect_url": "/azure/ai-services/speech-service/quickstarts/setup-platform",
+            "redirect_document_id": false
           }
 
     ]

articles/ai-services/computer-vision/how-to/identity-access-token.md

@@ -112,61 +112,51 @@ curl -X POST 'https://<client-endpoint>/face/v1.0/identify' \
 
 #### [C#](#tab/csharp)
 
-The following code snippets show you how to use an access token with the [Face SDK for C#](https://www.nuget.org/packages/Microsoft.Azure.CognitiveServices.Vision.Face).
+The following code snippets show you how to use an access token with the [Face SDK for C#](https://aka.ms/azsdk-csharp-face-pkg).
 
-The following class uses an access token to create a **ServiceClientCredentials** object that can be used to authenticate a Face API client object. It automatically adds the access token as a header in every request that the Face client will make.
+The following class uses an access token to create a **HttpPipelineSynchronousPolicy** object that can be used to authenticate a Face API client object. It automatically adds the access token as a header in every request that the Face client will make.
 
 ```csharp
-public class LimitedAccessTokenWithApiKeyClientCredential : ServiceClientCredentials 
+public class LimitedAccessTokenPolicy : HttpPipelineSynchronousPolicy
 {
-    /// <summary> 
-    /// Creates a new instance of the LimitedAccessTokenWithApiKeyClientCredential class 
-    /// </summary> 
-    /// <param name="apiKey">API Key for the Face API or CognitiveService endpoint</param> 
-    /// <param name="limitedAccessToken">LimitedAccessToken to bypass the limited access program, requires ISV sponsership.</param> 
-
-    public LimitedAccessTokenWithApiKeyClientCredential(string apiKey, string limitedAccessToken) 
-    { 
-        this.ApiKey = apiKey; 
-        this.LimitedAccessToken = limitedAccessToken; 
+    /// <summary>
+    /// Creates a new instance of the LimitedAccessTokenPolicy class
+    /// </summary>
+    /// <param name="limitedAccessToken">LimitedAccessToken to bypass the limited access program, requires ISV sponsership.</param>
+    public LimitedAccessTokenPolicy(string limitedAccessToken)
+    {
+        _limitedAccessToken = limitedAccessToken;
     }
 
-    private readonly string ApiKey; 
-    private readonly string LimitedAccesToken; 
-
-    /// <summary> 
-    /// Add the Basic Authentication Header to each outgoing request 
-    /// </summary> 
-    /// <param name="request">The outgoing request</param>
-    /// <param name="cancellationToken">A token to cancel the operation</param> 
-    public override Task ProcessHttpRequestAsync(HttpRequestMessage request, CancellationToken cancellationToken) 
-    { 
-        if (request == null) 
-            throw new ArgumentNullException("request"); 
-        request.Headers.Add("Ocp-Apim-Subscription-Key", ApiKey); 
-        request.Headers.Add("LimitedAccessToken", $"Bearer {LimitedAccesToken}");
-
-        return Task.FromResult<object>(null); 
-    } 
-} 
+    private readonly string _limitedAccessToken;
+
+    /// <summary>
+    /// Add the authentication header to each outgoing request
+    /// </summary>
+    /// <param name="message">The outgoing message</param>
+    public override void OnSendingRequest(HttpMessage message)
+    {
+        message.Request.Headers.Add("LimitedAccessToken", $"Bearer {_limitedAccessToken}");
+    }
+}
 ```
 
 In the client-side application, the helper class can be used like in this example:
 
 ```csharp
-static void Main(string[] args) 
-{ 
+static void Main(string[] args)
+{
     // create Face client object
-    var faceClient = new FaceClient(new LimitedAccessTokenWithApiKeyClientCredential(apiKey: "<client-face-key>", limitedAccessToken: "<token>")); 
-
-    faceClient.Endpoint = "https://mytest-eastus2.cognitiveservices.azure.com"; 
+    var clientOptions = new AzureAIVisionFaceClientOptions();
+    clientOptions.AddPolicy(new LimitedAccessTokenPolicy("<token>"), HttpPipelinePosition.PerCall);
+    FaceClient faceClient = new FaceClient(new Uri("<client-endpoint>"), new AzureKeyCredential("<client-face-key>"), clientOptions);
 
     // use Face client in an API call
-    using (var stream = File.OpenRead("photo.jpg")) 
+    using (var stream = File.OpenRead("photo.jpg"))
     {
-        var result = faceClient.Face.DetectWithStreamAsync(stream, detectionModel: "Detection_03", recognitionModel: "Recognition_04", returnFaceId: true).Result; 
+        var response = faceClient.Detect(BinaryData.FromStream(stream), FaceDetectionModel.Detection03, FaceRecognitionModel.Recognition04, returnFaceId: true);
 
-        Console.WriteLine(JsonConvert.SerializeObject(result)); 
+        Console.WriteLine(JsonConvert.SerializeObject(response.Value));
     }
 }
 ```

articles/ai-services/computer-vision/how-to/specify-detection-model.md

@@ -73,7 +73,7 @@ var faces = response.Value;
 
 The Face service can extract face data from an image and associate it with a **Person** object through the [Add Person Group Person Face] API. In this API call, you can specify the detection model in the same way as in [Detect].
 
-See the following code example for the .NET client library.
+See the following .NET code example.
 
 ```csharp
 // Create a PersonGroup and add a person with face detected by "detection_03" model
@@ -110,7 +110,7 @@ This code creates a **PersonGroup** with ID `mypersongroupid` and adds a **Perso
 
 ## Add face to FaceList with specified model
 
-You can also specify a detection model when you add a face to an existing **FaceList** object. See the following code example for the .NET client library.
+You can also specify a detection model when you add a face to an existing **FaceList** object. See the following .NET code example.
 
 ```csharp
 using (var content = new ByteArrayContent(Encoding.UTF8.GetBytes(JsonConvert.SerializeObject(new Dictionary<string, object> { ["name"] = "My face collection", ["recognitionModel"] = "recognition_04" }))))
@@ -139,6 +139,7 @@ In this article, you learned how to specify the detection model to use with diff
 
 * [Face .NET SDK](../quickstarts-sdk/identity-client-library.md?pivots=programming-language-csharp%253fpivots%253dprogramming-language-csharp)
 * [Face Python SDK](../quickstarts-sdk/identity-client-library.md?pivots=programming-language-python%253fpivots%253dprogramming-language-python)
+* [Face Java SDK](../quickstarts-sdk/identity-client-library.md?pivots=programming-language-java%253fpivots%253dprogramming-language-java)
 * [Face JavaScript SDK](../quickstarts-sdk/identity-client-library.md?pivots=programming-language-javascript%253fpivots%253dprogramming-language-javascript)
 
 [Detect]: /rest/api/face/face-detection-operations/detect

articles/ai-services/computer-vision/how-to/specify-recognition-model.md

@@ -132,6 +132,7 @@ In this article, you learned how to specify the recognition model to use with di
 
 * [Face .NET SDK](../quickstarts-sdk/identity-client-library.md?pivots=programming-language-csharp%253fpivots%253dprogramming-language-csharp)
 * [Face Python SDK](../quickstarts-sdk/identity-client-library.md?pivots=programming-language-python%253fpivots%253dprogramming-language-python)
+* [Face Java SDK](../quickstarts-sdk/identity-client-library.md?pivots=programming-language-java%253fpivots%253dprogramming-language-java)
 * [Face JavaScript SDK](../quickstarts-sdk/identity-client-library.md?pivots=programming-language-javascript%253fpivots%253dprogramming-language-javascript)
 
 [Detect]: /rest/api/face/face-detection-operations/detect

articles/ai-services/document-intelligence/concept-accuracy-confidence.md

@@ -16,9 +16,10 @@ ms.author: lajanuar
 
 A confidence score indicates probability by measuring the degree of statistical certainty that the extracted result is detected correctly. The estimated accuracy is calculated by running a few different combinations of the training data to predict the labeled values. In this article, learn to interpret accuracy and confidence scores and best practices for using those scores to improve accuracy and confidence results.
 
-
 ## Confidence scores
+
 > [!NOTE]
+>
 > * Field level confidence is getting update to take into account word confidence score starting with **2024-07-31-preview** API version for **custom models**.
 > * Confidence scores for tables, table rows and table cells are available starting with the **2024-07-31-preview** API version for **custom models**.