Merge pull request #4505 from skpmcdowell/apr25-ai-whats-new-updates

updated AI what's new pages with April data

Author: JamesJBarnett

articles/ai-foundry/whats-new-azure-ai-foundry.md

@@ -1,36 +1,39 @@
 ---
-title: "Azure AI Foundry docs: What's new for March 2025"
-description: "What's new in the Azure AI Foundry docs for March 2025."
+title: "Azure AI Foundry docs: What's new for April 2025"
+description: "What's new in the Azure AI Foundry docs for April 2025."
 ms.author: smcdowell
 author: skpmcdowell
 ms.topic: whats-new
 ms.subject: ai-studio
-ms.custom: March-2025
-ms.date: 04/02/2025
+ms.custom: April-2025
+ms.date: 05/03/2025
 ---
 
-# Azure AI Foundry docs: What's new for March 2025
+# Azure AI Foundry docs: What's new for April 2025
 
-Welcome to what's new in the Azure AI Foundry docs for March 2025. This article lists some of the major changes to docs during this period.
+Welcome to what's new in the Azure AI Foundry docs for April 2025. This article lists some of the major changes to docs during this period.
 
 
 ## Azure AI Foundry
 
 ### New articles
 
-- [Featured models of Azure AI Foundry](../ai-foundry/concepts/models-featured.md)
-- [How to deploy NVIDIA Inference Microservices](../ai-foundry/how-to/deploy-nvidia-inference-microservice.md)
-- [How to use image and audio in chat completions with Azure AI model inference](../ai-foundry/model-inference/how-to/use-chat-multi-modal.md)
-- [Tutorial: Get started with DeepSeek-R1 reasoning model in Azure AI model inference](../ai-foundry/model-inference/tutorials/get-started-deepseek-r1.md)
+- [AI Red Teaming Agent (preview)](../ai-foundry/concepts/ai-red-teaming-agent.md)
+- [Evaluate your AI agents locally with Azure AI Evaluation SDK (preview)](../ai-foundry/how-to/develop/agent-evaluate-sdk.md)
+- [How to use structured outputs for chat models](../ai-foundry/model-inference/how-to/use-structured-outputs.md)
+- [Run automated safety scans with AI Red Teaming Agent (preview)](../ai-foundry/how-to/develop/run-scans-ai-red-teaming-agent.md)
+- [Work with Azure AI Agent Service in Visual Studio Code (Preview)](../ai-foundry/how-to/develop/vs-code-agents.md)
+- [Work with the Azure AI Foundry for Visual Studio Code extension (Preview)](../ai-foundry/how-to/develop/get-started-projects-vs-code.md)
 
 
 ### Updated articles
 
-- [Deploy a flow for real-time inference](../ai-foundry/how-to/flow-deploy.md)
-- [Fine-tune models using serverless APIs in Azure AI Foundry](../ai-foundry/how-to/fine-tune-serverless.md)
-- [How to deploy and inference a managed compute deployment with code](../ai-foundry/how-to/deploy-models-managed.md) 
-- [How to trace your application with Azure AI Foundry project library](../ai-foundry/how-to/develop/trace-local-sdk.md) 
-- [Monitor quality and token usage of deployed prompt flow applications](../ai-foundry/how-to/monitor-quality-safety.md)
+- [Evaluate your AI agents locally with Azure AI Evaluation SDK (preview)](../ai-foundry/how-to/develop/agent-evaluate-sdk.md)  
+- [Evaluate your Generative AI application locally with the Azure AI Evaluation SDK](../ai-foundry/how-to/develop/evaluate-sdk.md) 
+- [Evaluation and monitoring metrics for generative AI](../ai-foundry/concepts/evaluation-metrics-built-in.md)  
+- [Fine-tune models using serverless APIs in Azure AI Foundry](../ai-foundry/how-to/fine-tune-serverless.md) 
+- [How to configure a private link for Azure AI Foundry hubs](../ai-foundry/how-to/configure-private-link.md) 
+- [How to use MedImageParse healthcare AI models for segmentation of medical images](../ai-foundry/how-to/healthcare-ai/deploy-medimageparse.md)
 
 
 

articles/ai-services/whats-new-ai-services.md

@@ -1,42 +1,39 @@
 ---
-title: "Azure AI Services docs: What's new for March 2025"
-description: "What's new in the Azure AI Services docs for March 2025."
+title: "Azure AI Services docs: What's new for April 2025"
+description: "What's new in the Azure AI Services docs for April 2025."
 ms.author: smcdowell
 author: skpmcdowell
 ms.topic: whats-new
 ms.subject: ai-services
-ms.custom: March-2025
-ms.date: 04/02/2025
+ms.custom: April-2025
+ms.date: 05/03/2025
 ---
 
-# Azure AI Services docs: What's new for March 2025
+# Azure AI Services docs: What's new for April 2025
 
-Welcome to what's new in the Azure AI Services docs for March 2025. This article lists some of the major changes to docs during this period.
+Welcome to what's new in the Azure AI Services docs for April 2025. This article lists some of the major changes to docs during this period.
 
 ## Azure AI Services
 
 ### New articles
 
-- [Azure AI Document Intelligence release history](../ai-services/document-intelligence/reference/release-history.md)
-- [Azure OpenAI Responses API (Preview)](../ai-services/openai/how-to/responses.md)
-- [Computer Use (preview) in Azure OpenAI](../ai-services/openai/how-to/computer-use.md)
-- [Deploy a fine-tuned model for inferencing](../ai-services/openai/how-to/fine-tuning-deploy.md)
-- [Direct preference optimization (preview)](../ai-services/openai/how-to/fine-tuning-direct-preference-optimization.md)
-- [Get started: Document Intelligence Studio](../ai-services/document-intelligence/quickstarts/get-started-studio.md)
-- [How to use text summarization](../ai-services/language-service/summarization/how-to/text-summarization.md)
-- [Manage traffic with spillover for provisioned deployments (Preview)](../ai-services/openai/how-to/spillover-traffic-management.md)
-- [Native document support for Azure AI Language (preview)](../ai-services/language-service/native-document-support/overview.md)
-- [Safety evaluation for fine-tuning (preview)](../ai-services/openai/how-to/fine-tuning-safety-evaluation.md)
-- [Text Translation REST API](../ai-services/translator/text-translation/reference/rest-api-guide.md)
-- [Troubleshooting for Azure OpenAI fine-tuning](../ai-services/openai/how-to/fine-tuning-troubleshoot.md)
-- [Use the Microsoft Fabric data agent](../ai-services/agents/how-to/tools/fabric.md)
-- [Vision fine-tuning](../ai-services/openai/how-to/fine-tuning-vision.md)
-- [What are Azure AI Translator prebuilt solutions?](../ai-services/translator/solutions/overview.md)
+- [Audio capabilities in Azure OpenAI Service](../ai-services/openai/concepts/audio.md)
+- [Azure AI Agent Service monitoring data reference](../ai-services/agents/reference/monitor-service.md)
+- [Azure AI Translator known issues](../ai-services/translator/reference/known-issues.md)
+- [Configure Azure OpenAI networking](../ai-services/openai/how-to/network.md)
+- [Enable Microsoft Entra ID authentication](../ai-services/translator/how-to/microsoft-entra-id-auth.md)
+- [How to use the GPT-4o Realtime API via WebRTC (Preview)](../ai-services/openai/how-to/realtime-audio-webrtc.md)
+- [How to use the GPT-4o Realtime API via WebSockets (Preview)](../ai-services/openai/how-to/realtime-audio-websockets.md)
+- [Interpret and improve confidence and accuracy scores](../ai-services/content-understanding/concepts/accuracy-confidence.md)
+- [Monitor Azure AI Agent Service](../ai-services/agents/how-to/metrics.md)
+- [Multimodal retrieval-augmented generation with Content Understanding](../ai-services/content-understanding/concepts/retrieval-augmented-generation.md)
+- [Tutorial: Build a retrieval-augmented generation solution](../ai-services/content-understanding/tutorial/build-rag-solution.md)
+
 
 ### Updated articles
 
-- [Detect and redact Personally Identifying Information in conversations](../ai-services/language-service/personally-identifiable-information/how-to/redact-conversation-pii.md)
-- [How to use native document summarization (preview)](../ai-services/language-service/summarization/how-to/document-summarization.md) 
-- [Quickstart: Azure AI Content Understanding REST APIs](../ai-services/content-understanding/quickstart/use-rest-api.md) 
-- [Understanding costs associated with provisioned throughput units (PTU)](../ai-services/openai/how-to/provisioned-throughput-onboarding.md) 
-- [What is Azure AI Language Personally Identifiable Information (PII) detection?](../ai-services/language-service/personally-identifiable-information/overview.md) 
+- [Azure OpenAI reasoning models](../ai-services/openai/how-to/reasoning.md)
+- [Azure OpenAI Responses API (Preview)](../ai-services/openai/how-to/responses.md)
+- [How to use Azure OpenAI image generation models](../ai-services/openai/how-to/dall-e.md)
+- [Install and run containers](../ai-services/document-intelligence/containers/install-run.md)
+- [Use the Microsoft Fabric data agent](../ai-services/agents/how-to/tools/fabric.md)