Merge branch 'MicrosoftDocs:main' into patch-4

Author: ggailey777

articles/ai-services/language-service/personally-identifiable-information/concepts/conversations-entity-categories.md

@@ -16,8 +16,6 @@ ms.custom: language-service-pii, build-2024
 
 Use this article to find the entity categories that can be returned by the [conversational PII detection feature](../how-to-call-for-conversations.md). This feature runs a predictive model to identify, categorize, and redact sensitive information from an input conversation.
 
-The PII preview feature includes the ability to detect personal (`PII`) information from conversations.
-
 ## Entity categories
 
 The following entity categories are returned when you're sending API requests PII feature.

articles/ai-services/language-service/personally-identifiable-information/how-to-call-for-conversations.md

@@ -26,11 +26,11 @@ By default, this feature will use the latest available AI model on your input. Y
 
 ### Language support
 
-Currently the conversational PII preview API only supports English language.
+See the [PII Language Support page](language-support.md) for more details. Currently the conversational PII GA model only supports the English language. The preview model and API support the [same list languages](../concepts/language-support.md) as the other Language services.
 
 ### Region support
 
-Currently the conversational PII preview API supports all Azure regions supported by the Language service.
+The conversational PII API supports all Azure regions supported by the Language service.
 
 ## Submitting data
 
@@ -82,7 +82,7 @@ When you get results from PII detection, you can stream the results to an applic
 Use the following example if you have conversations transcribed using the Speech service's [speech to text](../../Speech-Service/speech-to-text.md) feature:
 
 ```bash
-curl -i -X POST https://your-language-endpoint-here/language/analyze-conversations/jobs?api-version=2022-05-15-preview \
+curl -i -X POST https://your-language-endpoint-here/language/analyze-conversations/jobs?api-version=2024-05-01 \
 -H "Content-Type: application/json" \
 -H "Ocp-Apim-Subscription-Key: your-key-here" \
 -d \
@@ -195,7 +195,7 @@ curl -i -X POST https://your-language-endpoint-here/language/analyze-conversatio
             "taskName": "analyze 1",
             "kind": "ConversationalPIITask",
             "parameters": {
-                "modelVersion": "2022-05-15-preview",
+                "modelVersion": "2023-04-15-preview",
                 "redactionSource": "text",
                 "includeAudioRedaction": true,
                 "piiCategories": [
@@ -213,7 +213,7 @@ curl -i -X POST https://your-language-endpoint-here/language/analyze-conversatio
 Use the following example if you have conversations that originated in text. For example, conversations through a text-based chat client.
 
 ```bash
-curl -i -X POST https://your-language-endpoint-here/language/analyze-conversations/jobs?api-version=2022-05-15-preview \
+curl -i -X POST https://your-language-endpoint-here/language/analyze-conversations/jobs?api-version=2024-05-01 \
 -H "Content-Type: application/json" \
 -H "Ocp-Apim-Subscription-Key: your-key-here" \
 -d \
@@ -251,7 +251,7 @@ curl -i -X POST https://your-language-endpoint-here/language/analyze-conversatio
             "taskName": "analyze 1",
             "kind": "ConversationalPIITask",
             "parameters": {
-                "modelVersion": "2022-05-15-preview"
+                "modelVersion": "2023-04-15-preview"
             }
         }
     ]

articles/ai-services/language-service/personally-identifiable-information/language-support.md

@@ -102,7 +102,7 @@ Use this article to learn which natural languages are supported by the PII and c
 |Chinese-Simplified   |`zh-hans`    |`zh` also accepted|
 |Chinese-Traditional  |`zh-hant`    |                  |
 
-# [PII for conversations (preview)](#tab/conversations)
+# [PII for conversations](#tab/conversations)
 
 ## PII language support
 

articles/azure-arc/resource-bridge/overview.md

@@ -131,8 +131,6 @@ The following private cloud environments and their versions are officially suppo
 
 ### Supported versions
 
-The minimum supported version of Arc resource bridge is 1.0.15.
-
 Generally, the latest released version and the previous three versions (n-3) of Arc resource bridge are supported. For example, if the current version is 1.0.18, then the typical n-3 supported versions are:
 
 * Current version: 1.0.18

articles/azure-monitor/app/azure-ad-authentication.md

@@ -33,7 +33,7 @@ The following Software Development Kits (SDKs) and features are unsupported for
  Microsoft Entra authentication is only available for Application Insights Java Agent greater than or equal to 3.2.0.
 - [ApplicationInsights JavaScript web SDK](javascript.md).
 - [Application Insights OpenCensus Python SDK](/previous-versions/azure/azure-monitor/app/opencensus-python) with Python version 3.4 and 3.5.
-- On-by-default [autoinstrumentation/codeless monitoring](codeless-overview.md) (for languages) for Azure App Service, Azure Virtual Machines/Azure Virtual Machine Scale Sets, and Azure Functions.
+- [AutoInstrumentation for Python on Azure App Service](azure-web-apps-python.md)
 - [Profiler](profiler-overview.md).
 
 <a name='configure-and-enable-azure-ad-based-authentication'></a>
@@ -93,10 +93,24 @@ services.AddApplicationInsightsTelemetry(new ApplicationInsightsServiceOptions
     ConnectionString = "InstrumentationKey=00000000-0000-0000-0000-000000000000;IngestionEndpoint=https://xxxx.applicationinsights.azure.com/"
 });
 ```
+#### Environment variable configuration
 
-### [Node.js](#tab/nodejs)
+Use the `APPLICATIONINSIGHTS_AUTHENTICATION_STRING` environment variable to let Application Insights authenticate to Microsoft Entra ID and send telemetry when using [Azure App Services autoinstrumentation](./azure-web-apps-net-core.md).
+
+- For system-assigned identity:
 
+| App setting    | Value    |
+| -------------- |--------- |
+| APPLICATIONINSIGHTS_AUTHENTICATION_STRING         | `Authorization=AAD`    |
 
+- For user-assigned identity:
+
+| App setting   | Value    |
+| ------------- | -------- |
+| APPLICATIONINSIGHTS_AUTHENTICATION_STRING         | `Authorization=AAD;ClientId={Client id of the User-Assigned Identity}`    |
+
+
+### [Node.js](#tab/nodejs)
 
 Azure Monitor OpenTelemetry and Application Insights Node.JS supports the credential classes provided by [Azure Identity](https://github.com/Azure/azure-sdk-for-js/tree/master/sdk/identity/identity#credential-classes).
 

articles/machine-learning/media/how-to-connection/create-new-data-connection.png

@@ -322,7 +322,7 @@
       href: vector-search-how-to-index-binary-data.md
     - name: Query vectors
       href: vector-search-how-to-query.md
-    - name: Filter vectors
+    - name: Add filters to a vector query
       href: vector-search-filters.md
     - name: Vector quotas and limits
       href: vector-search-index-size.md