Merge pull request #2959 from skpmcdowell/add-whats-new-page

add what's new files and update TOC

Author: rmca14

.whatsnew.json

@@ -0,0 +1,35 @@
+{ 
+    "$schema": "https://whatsnewapi.azurewebsites.net/schema",
+    "docSetProductName": "Azure AI Services",
+    "rootDirectory": "articles/",
+    "docLinkSettings": {
+        "linkFormat": "relative",
+        "relativeLinkPrefix": "../"
+    },
+    "navigationOptions": {
+        "maximumNumberOfArticles": 5,
+        "tocParentNode": "Latest documentation updates",
+        "repoTocFolder": "articles/ai-services",
+        "indexParentNode": "Latest documentation updates",
+        "repoIndexFolder": "articles/ai-services"
+    },
+    "areas": [
+        {
+            "names": [ "ai-services" ],
+            "heading": "Azure AI Services"
+        },
+        {
+            "names": [ "ai-studio" ],
+            "heading": "Azure AI Foundry"
+        },
+        {
+            "names": [ "machine-learning" ],
+            "heading": "Azure Machine Learning"
+        },
+        {
+            "names": [ "search" ],
+            "heading": "Azure AI Search"
+    
+        }
+    ]
+}

articles/ai-services/toc.yml

@@ -7,6 +7,8 @@ items:
   - name: What are Azure AI services?
     href: what-are-ai-services.md
     displayName: applied, cognitive, form
+  - name: What's new in Azure AI services?
+    href: whats-new-ai-services.md    
   - name: Language support
     href: language-support.md
   - name: Pricing

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

@@ -0,0 +1,75 @@
+---
+title: "Azure AI Services docs: What's new for January 2025"
+description: "What's new in the Azure AI Services docs for January 2025."
+ms.author: smcdowell
+author: skpmcdowell
+ms.topic: whats-new
+ms.subject: ai-services
+ms.custom: January-2025
+ms.date: 02/14/2025
+---
+
+# Azure AI Services docs: What's new for January 2025
+
+Welcome to what's new in the Azure AI Services docs for January 2025. This article lists some of the major changes to docs during this period.
+
+## Azure AI Services
+
+### New articles
+
+- [Create a Translator resource](../ai-services/translator/create-translator-resource.md)
+- [Frequently asked questions about Microsoft Translator Pro](../ai-services/translator/translator-pro/faq.yml)
+- [Microsoft Translator Pro language support](../ai-services/translator/translator-pro/language-support.md)
+- [Predicted outputs (preview)](../ai-services/openai/how-to/predicted-outputs.md)
+- [Quickstart: Get started using Azure OpenAI audio generation](../ai-services/openai/audio-completions-quickstart.md)
+- [Shared responsibility for Face liveness detection](../ai-services/computer-vision/liveness-detection-shared-responsibility.md)
+- [Understand the liveness versions](../ai-services/computer-vision/sdk/understand-the-liveness-sdk-versions.md)
+- [Use Content Safety in Azure AI Foundry portal](../ai-services/content-safety/how-to/foundry.md)
+- [What are Azure AI Translator prebuilt solutions?](../ai-services/translator/solutions-overview.md)
+
+### Updated articles
+
+- [How to create a custom text to speech avatar](../ai-services/speech-service/text-to-speech-avatar/custom-avatar-create.md) 
+- [How to use the GPT-4o Realtime API for speech and audio (Preview)](../ai-services/openai/how-to/realtime-audio.md) 
+- [Install and run containers](../ai-services/document-intelligence/containers/install-run.md)
+- [Speech service supported regions](../ai-services/speech-service/regions.md) 
+- [Speech to text REST API for short audio](../ai-services/speech-service/rest-speech-to-text-short.md) 
+- [Tutorial: Detect liveness in faces](../ai-services/computer-vision/tutorials/liveness.md) 
+- [What is Document Intelligence layout model?](../ai-services/document-intelligence/prebuilt/layout.md) 
+- [What is Microsoft Translator Pro?](../ai-services/translator/translator-pro/overview.md)
+- [Working with Azure OpenAI models](../ai-services/openai/how-to/working-with-models.md) 
+
+## Azure AI Foundry
+
+### New articles
+
+- [Audit and manage Azure AI Foundry hubs and projects](../ai-studio/how-to/azure-policy.md)
+- [Continuously monitor your generative AI applications](../ai-studio/how-to/monitor-applications.md)
+- [How to use Codestral chat model](../ai-studio/how-to/deploy-models-mistral-codestral.md)
+- [How to use DeepSeek-R1 reasoning model](../ai-studio/how-to/deploy-models-deepseek.md)
+- [How to use Gretel Navigator chat model](../ai-studio/how-to/deploy-models-gretel-navigator.md)
+
+### Updated articles
+
+- [How to use Phi-4 family chat models](../ai-studio/how-to/deploy-models-phi-4.md)
+
+## Azure Machine Learning
+
+### Updated articles
+
+- [Azure Machine Learning Python SDK release notes](../machine-learning/v1/azure-machine-learning-release-notes.md) 
+- [Plan for network isolation in Azure Machine Learning](../machine-learning/how-to-network-isolation-planning.md) 
+
+## Azure AI Search
+
+### New articles
+
+- [Authenticate to Azure Function App using Easy Auth (Azure AI Search)](../search/search-howto-managed-identities-azure-functions.md)
+- [Configure diagnostic logging for Azure AI Search](../search/search-monitor-enable-logging.md)
+
+### Updated articles
+
+- [Connect to Azure Cosmos DB using a managed identity (Azure AI Search)](../search/search-howto-managed-identities-cosmos-db.md) 
+- [Data sources gallery](../search/search-data-sources-gallery.md) 
+- [Quickstart: Vector search by using REST](../search/search-get-started-vector.md) 
+

articles/ai-studio/toc.yml

@@ -3,6 +3,8 @@ items:
   href: index.yml
 - name: What is Azure AI Foundry?
   href: what-is-ai-studio.md
+- name: What's new in Azure AI Foundry?
+  href: whats-new-ai-foundry.md
 - name: Get started
   expanded: true
   items:

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

@@ -0,0 +1,32 @@
+---
+title: "Azure AI Foundry docs: What's new for January 2025"
+description: "What's new in the Azure AI Foundry docs for January 2025."
+ms.author: smcdowell
+author: skpmcdowell
+ms.topic: whats-new
+ms.subject: ai-studio
+ms.custom: January-2025
+ms.date: 02/14/2025
+---
+
+# Azure AI Foundry docs: What's new for January 2025
+
+Welcome to what's new in the Azure AI Foundry docs for January 2025. This article lists some of the major changes to docs during this period.
+
+
+## Azure AI Foundry
+
+### New articles
+
+- [Audit and manage Azure AI Foundry hubs and projects](../ai-studio/how-to/azure-policy.md)
+- [Continuously monitor your generative AI applications](../ai-studio/how-to/monitor-applications.md)
+- [How to use Codestral chat model](../ai-studio/how-to/deploy-models-mistral-codestral.md)
+- [How to use DeepSeek-R1 reasoning model](../ai-studio/how-to/deploy-models-deepseek.md)
+- [How to use Gretel Navigator chat model](../ai-studio/how-to/deploy-models-gretel-navigator.md)
+
+### Updated articles
+
+- [How to use Phi-4 family chat models](../ai-studio/how-to/deploy-models-phi-4.md)
+
+
+