Merge pull request #7224 from MicrosoftDocs/main

05/02/2025 AM Publishing

Author: v-alje

articles/ai/TOC.yml

@@ -20,8 +20,6 @@ items:
         items: 
           - name: Security planning for LLM-based applications
             href: /ai/playbook/technology-guidance/generative-ai/mlops-in-openai/security/security-plan-llm-application?toc=/azure/developer/ai/toc.json&bc=/azure/developer/ai/breadcrumb/toc.json     
-          - name: Security guidance for Large Language Models
-            href: /ai/playbook/technology-guidance/generative-ai/mlops-in-openai/security/security-recommend?toc=/azure/developer/ai/toc.json&bc=/azure/developer/ai/breadcrumb/toc.json
     - name: How-tos
       items:
         - name: Extract entities using Azure OpenAI Structured Outputs Mode

articles/ai/includes/azure-ai-for-developers-javascript.md

@@ -1,7 +1,7 @@
 ---
 ms.custom: overview
 ms.topic: include
-ms.date: 04/28/2025
+ms.date: 05/01/2025
 ms.author: johalexander
 author: ms-johnalex
 ms.service: azure
@@ -29,6 +29,7 @@ Azure OpenAI Service provides REST API access to OpenAI's powerful language mode
 |[Switch from OpenAI to Azure OpenAI](https://aka.ms/azai/oai-to-aoai)|Article with guidance on the small changes you need to make to your code in order to swap back and forth between OpenAI and the Azure OpenAI Service.|
 |[OpenAI with Microsoft Entra ID Role based access control](/azure/ai-services/authentication?tabs=powershell#authenticate-with-azure-active-directory)|A look at authentication using Microsoft Entra ID.|
 |[OpenAI with Managed Identities](/azure/ai-services/openai/how-to/managed-identity)|An article detailing more complex security scenarios require Azure role-based access control (Azure RBAC). This document covers how to authenticate to your OpenAI resource using Microsoft Entra ID.|
+|[LangChain.js with Azure OpenAI and Azure AI Search](https://github.com/Azure-Samples/azure-typescript-langchainjs)|Build an intelligent RAG agent with LangChain.js that evaluates whether questions can be answered using unstructured data in Azure AI Search, and delivers contextually relevant responses from that knowledge base when possible.|
 |[More samples](https://aka.ms/oai/js/samples)|OpenAI samples covering a range of scenarios.|
 
 ### Documentation
@@ -57,6 +58,7 @@ In addition to Azure OpenAI Service, there are many other Azure AI services that
 |[Document Translation in JavaScript](/azure/ai-services/translator/document-translation/quickstarts/document-translation-rest-api?pivots=programming-language-javascript)|A quickstart article that uses Document Translation to translate a source document into a target language while preserving structure and text formatting.|
 |[Analyze images](/azure/ai-services/computer-vision/sdk/overview-sdk)|Sample code and setup documents for the Microsoft Azure AI Image Analysis SDK.|
 
+
 ### Documentation
 
 |AI service|Description|API reference|Quickstart|

articles/ai/index.yml

@@ -7,7 +7,7 @@ summary: |
 metadata:
   title: Develop AI apps using Azure AI services
   description: Get started developing generative AI capabilities into your applications.
-  ms.date: 11/19/2024
+  ms.date: 05/02/2025
   ms.topic: landing-page
   ms.collection: collection
 
@@ -48,8 +48,6 @@ landingContent:
         links:
           - text: Security planning for LLM-based applications
             url: /ai/playbook/technology-guidance/generative-ai/mlops-in-openai/security/security-plan-llm-application?toc=/azure/developer/ai/toc.json&bc=/azure/developer/ai/breadcrumb/toc.json     
-          - text: Security guidance for Large Language Models
-            url: /ai/playbook/technology-guidance/generative-ai/mlops-in-openai/security/security-recommend?toc=/azure/developer/ai/toc.json&bc=/azure/developer/ai/breadcrumb/toc.json
       - linkListType: how-to-guide
         links:
           - text: Use Azure OpenAI without keys

articles/includes/dotnet-all.md

@@ -4,7 +4,7 @@
 | AI Model Inference | NuGet [1.0.0-beta.4](https://www.nuget.org/packages/Azure.AI.Inference/1.0.0-beta.4) | [docs](/dotnet/api/overview/azure/AI.Inference-readme?view=azure-dotnet-preview&preserve-view=true) | GitHub [1.0.0-beta.4](https://github.com/Azure/azure-sdk-for-net/tree/Azure.AI.Inference_1.0.0-beta.4/sdk/ai/Azure.AI.Inference/) |
 | Anomaly Detector | NuGet [3.0.0-preview.7](https://www.nuget.org/packages/Azure.AI.AnomalyDetector/3.0.0-preview.7) | [docs](/dotnet/api/overview/azure/AI.AnomalyDetector-readme?view=azure-dotnet-preview&preserve-view=true) | GitHub [3.0.0-preview.7](https://github.com/Azure/azure-sdk-for-net/tree/Azure.AI.AnomalyDetector_3.0.0-preview.7/sdk/anomalydetector/Azure.AI.AnomalyDetector/) |
 | App Configuration | NuGet [1.6.0](https://www.nuget.org/packages/Azure.Data.AppConfiguration/1.6.0) | [docs](/dotnet/api/overview/azure/Data.AppConfiguration-readme) | GitHub [1.6.0](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Data.AppConfiguration_1.6.0/sdk/appconfiguration/Azure.Data.AppConfiguration/) |
-| App Configuration Provider | NuGet [8.1.1](https://www.nuget.org/packages/Microsoft.Extensions.Configuration.AzureAppConfiguration/8.1.1)<br>NuGet [8.2.0-preview](https://www.nuget.org/packages/Microsoft.Extensions.Configuration.AzureAppConfiguration/8.2.0-preview) | [docs](/dotnet/api/overview/azure/Microsoft.Extensions.Configuration.AzureAppConfiguration-readme) | GitHub [8.1.1](https://github.com/Azure/AppConfiguration-DotnetProvider) |
+| App Configuration Provider | NuGet [8.1.2](https://www.nuget.org/packages/Microsoft.Extensions.Configuration.AzureAppConfiguration/8.1.2)<br>NuGet [8.2.0-preview](https://www.nuget.org/packages/Microsoft.Extensions.Configuration.AzureAppConfiguration/8.2.0-preview) | [docs](/dotnet/api/overview/azure/Microsoft.Extensions.Configuration.AzureAppConfiguration-readme) | GitHub [8.1.2](https://github.com/Azure/AppConfiguration-DotnetProvider) |
 | Attestation | NuGet [1.0.0](https://www.nuget.org/packages/Azure.Security.Attestation/1.0.0) | [docs](/dotnet/api/overview/azure/Security.Attestation-readme) | GitHub [1.0.0](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Security.Attestation_1.0.0/sdk/attestation/Azure.Security.Attestation/) |
 | Azure AI Search | NuGet [11.6.0](https://www.nuget.org/packages/Azure.Search.Documents/11.6.0)<br>NuGet [11.7.0-beta.3](https://www.nuget.org/packages/Azure.Search.Documents/11.7.0-beta.3) | [docs](/dotnet/api/overview/azure/Search.Documents-readme) | GitHub [11.6.0](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Search.Documents_11.6.0/sdk/search/Azure.Search.Documents/)<br>GitHub [11.7.0-beta.3](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Search.Documents_11.7.0-beta.3/sdk/search/Azure.Search.Documents/) |
 | Azure Object Anchors Conversion | NuGet [0.3.0-beta.6](https://www.nuget.org/packages/Azure.MixedReality.ObjectAnchors.Conversion/0.3.0-beta.6) | [docs](/dotnet/api/overview/azure/MixedReality.ObjectAnchors.Conversion-readme?view=azure-dotnet-preview&amp;preserve-view=true) | GitHub [0.3.0-beta.6](https://github.com/Azure/azure-sdk-for-net/tree/Azure.MixedReality.ObjectAnchors.Conversion_0.3.0-beta.6/sdk/objectanchors/Azure.MixedReality.ObjectAnchors.Conversion/) |
@@ -53,7 +53,7 @@
 | Health Insights Cancer Profiling | NuGet [1.0.0-beta.1](https://www.nuget.org/packages/Azure.Health.Insights.CancerProfiling/1.0.0-beta.1) | [docs](/dotnet/api/overview/azure/Health.Insights.CancerProfiling-readme?view=azure-dotnet-preview&amp;preserve-view=true) | GitHub [1.0.0-beta.1](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Health.Insights.CancerProfiling_1.0.0-beta.1/sdk/healthinsights/Azure.Health.Insights.CancerProfiling/) |
 | Health Insights Clinical Matching | NuGet [1.0.0-beta.1](https://www.nuget.org/packages/Azure.Health.Insights.ClinicalMatching/1.0.0-beta.1) | [docs](/dotnet/api/overview/azure/Health.Insights.ClinicalMatching-readme?view=azure-dotnet-preview&amp;preserve-view=true) | GitHub [1.0.0-beta.1](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Health.Insights.ClinicalMatching_1.0.0-beta.1/sdk/healthinsights/Azure.Health.Insights.ClinicalMatching/) |
 | Health Insights Radiology Insights | NuGet [1.0.0](https://www.nuget.org/packages/Azure.Health.Insights.RadiologyInsights/1.0.0) | [docs](/dotnet/api/overview/azure/Health.Insights.RadiologyInsights-readme) | GitHub [1.0.0](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Health.Insights.RadiologyInsights_1.0.0/sdk/healthinsights/Azure.Health.Insights.RadiologyInsights/) |
-| Identity | NuGet [1.13.2](https://www.nuget.org/packages/Azure.Identity/1.13.2)<br>NuGet [1.14.0-beta.3](https://www.nuget.org/packages/Azure.Identity/1.14.0-beta.3) | [docs](/dotnet/api/overview/azure/Identity-readme) | GitHub [1.13.2](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Identity_1.13.2/sdk/identity/Azure.Identity/)<br>GitHub [1.14.0-beta.3](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Identity_1.14.0-beta.3/sdk/identity/Azure.Identity/) |
+| Identity | NuGet [1.13.2](https://www.nuget.org/packages/Azure.Identity/1.13.2)<br>NuGet [1.14.0-beta.4](https://www.nuget.org/packages/Azure.Identity/1.14.0-beta.4) | [docs](/dotnet/api/overview/azure/Identity-readme) | GitHub [1.13.2](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Identity_1.13.2/sdk/identity/Azure.Identity/)<br>GitHub [1.14.0-beta.4](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Identity_1.14.0-beta.4/sdk/identity/Azure.Identity/) |
 | Identity Broker | NuGet [1.2.0](https://www.nuget.org/packages/Azure.Identity.Broker/1.2.0)<br>NuGet [1.3.0-beta.2](https://www.nuget.org/packages/Azure.Identity.Broker/1.3.0-beta.2) | [docs](/dotnet/api/overview/azure/Identity.Broker-readme) | GitHub [1.2.0](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Identity.Broker_1.2.0/sdk/identity/Azure.Identity.Broker/)<br>GitHub [1.3.0-beta.2](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Identity.Broker_1.3.0-beta.2/sdk/identity/Azure.Identity.Broker/) |
 | Image Analysis | NuGet [1.0.0](https://www.nuget.org/packages/Azure.AI.Vision.ImageAnalysis/1.0.0) | [docs](/dotnet/api/overview/azure/AI.Vision.ImageAnalysis-readme) | GitHub [1.0.0](https://github.com/Azure/azure-sdk-for-net/tree/Azure.AI.Vision.ImageAnalysis_1.0.0/sdk/vision/Azure.AI.Vision.ImageAnalysis/) |
 | Key Vault - Administration | NuGet [4.5.0](https://www.nuget.org/packages/Azure.Security.KeyVault.Administration/4.5.0)<br>NuGet [4.6.0-beta.1](https://www.nuget.org/packages/Azure.Security.KeyVault.Administration/4.6.0-beta.1) | [docs](/dotnet/api/overview/azure/Security.KeyVault.Administration-readme) | GitHub [4.5.0](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Security.KeyVault.Administration_4.5.0/sdk/keyvault/Azure.Security.KeyVault.Administration/)<br>GitHub [4.6.0-beta.1](https://github.com/Azure/azure-sdk-for-net/tree/Azure.Security.KeyVault.Administration_4.6.0-beta.1/sdk/keyvault/Azure.Security.KeyVault.Administration/) |
@@ -383,9 +383,9 @@
 | Functions Worker Extension MCP | NuGet [1.0.0-preview.2](https://www.nuget.org/packages/Microsoft.Azure.Functions.Worker.Extensions.Mcp/1.0.0-preview.2) |  |  |
 | Functions Worker Extension MySQL | NuGet [1.0.129](https://www.nuget.org/packages/Microsoft.Azure.Functions.Worker.Extensions.MySql/1.0.129) |  |  |
 | HTTP ASPNETCore Analyzers | NuGet [1.0.3](https://www.nuget.org/packages/Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore.Analyzers/1.0.3) |  |  |
-| IoT Operations MQTT | NuGet [0.10.0](https://www.nuget.org/packages/Azure.Iot.Operations.Mqtt/0.10.0) |  |  |
-| IoT Operations Protocol | NuGet [0.10.0](https://www.nuget.org/packages/Azure.Iot.Operations.Protocol/0.10.0) |  |  |
-| IoT Operations Services | NuGet [0.10.1](https://www.nuget.org/packages/Azure.Iot.Operations.Services/0.10.1) |  |  |
+| IoT Operations MQTT | NuGet [0.10.1](https://www.nuget.org/packages/Azure.Iot.Operations.Mqtt/0.10.1) |  |  |
+| IoT Operations Protocol | NuGet [0.11.0](https://www.nuget.org/packages/Azure.Iot.Operations.Protocol/0.11.0) |  |  |
+| IoT Operations Services | NuGet [0.11.0](https://www.nuget.org/packages/Azure.Iot.Operations.Services/0.11.0) |  |  |
 | Item Templates NetCore | NuGet [4.0.5086](https://www.nuget.org/packages/Microsoft.Azure.Functions.Worker.ItemTemplates.NetCore/4.0.5086) |  |  |
 | Item Templates NetFx | NuGet [4.0.5086](https://www.nuget.org/packages/Microsoft.Azure.Functions.Worker.ItemTemplates.NetFx/4.0.5086) |  |  |
 | Microsoft.Azure.DataFactoryTestingFramework.Expressions | NuGet [0.2.7](https://www.nuget.org/packages/Microsoft.Azure.DataFactoryTestingFramework.Expressions/0.2.7) |  |  |
@@ -397,6 +397,7 @@
 | Speech Extension ONNX Runtime | NuGet [1.43.0](https://www.nuget.org/packages/Microsoft.CognitiveServices.Speech.Extension.ONNX.Runtime/1.43.0) |  |  |
 | Speech Extension Telemetry | NuGet [1.43.0](https://www.nuget.org/packages/Microsoft.CognitiveServices.Speech.Extension.Telemetry/1.43.0) |  |  |
 | System Net Client Model | NuGet [1.0.0-beta.1](https://www.nuget.org/packages/System.Net.ClientModel/1.0.0-beta.1) |  |  |
+| Unknown Display Name | NuGet [1.1.0-preview](https://www.nuget.org/packages/Microsoft.Azure.WebJobs.Extensions.AzureCosmosDb.Mongo/1.1.0-preview) |  |  |
 | WebJobs Extension MySQL | NuGet [1.0.129](https://www.nuget.org/packages/Microsoft.Azure.WebJobs.Extensions.MySql/1.0.129) |  |  |
 | Anomaly Detector | NuGet [1.0.0](https://www.nuget.org/packages/Microsoft.Azure.CognitiveServices.AnomalyDetector/1.0.0) |  | GitHub [1.0.0](https://github.com/Azure/azure-sdk-for-net/tree/Microsoft.Azure.CognitiveServices.AnomalyDetector_1.0.0-preview.1/sdk/cognitiveservices/AnomalyDetector) |
 | App Service | NuGet [0.2.2-alpha](https://www.nuget.org/packages/Microsoft.Azure.AppService/0.2.2-alpha) |  |  |