Merge pull request #5289 from msakande/freshness-and-more

update freshness for includes and fix headings

Author: JamesJBarnett

articles/ai-foundry/concepts/models-featured.md

@@ -1,19 +1,19 @@
 ---
-title: Models available for standard deployment in Azure AI Foundry
+title: Azure AI Foundry Models available for standard deployment
 titleSuffix: Azure AI Foundry
 description: Explore various models available for standard deployment in Azure AI Foundry.
 manager: scottpolly
 author: msakande
 reviewer: santiagxf
 ms.service: azure-ai-foundry
 ms.topic: conceptual
-ms.date: 03/06/2025
+ms.date: 05/19/2025
 ms.author: mopeakande
 ms.reviewer: fasantia
 ms.custom: references_regions
 ---
 
-# Featured models of Azure AI Foundry
+# Azure AI Foundry Models available for standard deployment
 
 The Azure AI model catalog offers a large selection of Azure AI Foundry Models from a wide range of providers. You have various options for deploying models from the model catalog. This article lists Azure AI Foundry Models that  can be deployed via standard deployment. For some of these models, you can also host them on your infrastructure for deployment via managed compute.
 

articles/ai-foundry/how-to/deploy-models-managed.md

@@ -7,7 +7,7 @@ ms.service: azure-ai-foundry
 ms.custom:
   - build-2024
 ms.topic: how-to
-ms.date: 03/24/2025
+ms.date: 05/19/2025
 ms.reviewer: fasantia 
 reviewer: santiagxf
 ms.author: mopeakande
@@ -16,7 +16,7 @@ author: msakande
 
 # How to deploy and inference a managed compute deployment with code
 
-The Azure AI Foundry portal [model catalog](../how-to/model-catalog-overview.md) offers over 1,600 models, and the most common way to deploy these models is to use the managed compute deployment option, which is also sometimes referred to as a managed online deployment. 
+The Azure AI Foundry portal [model catalog](../how-to/model-catalog-overview.md) offers over 1,600 models, and a common way to deploy these models is to use the managed compute deployment option, which is also sometimes referred to as a managed online deployment. 
 
 Deployment of a large language model (LLM) makes it available for use in a website, an application, or other production environment. Deployment typically involves hosting the model on a server or in the cloud and creating an API or other interface for users to interact with the model. You can invoke the deployment for real-time inference of generative AI applications such as chat and copilot.
 

articles/ai-foundry/model-inference/concepts/models.md

@@ -13,7 +13,7 @@ ms.reviewer: fasantia
 ms.custom: references_regions, tool_generated
 ---
 
-# Models available in Azure AI Foundry Models
+# Available Azure AI Foundry Models
 
 Azure AI Foundry Models gives you access to flagship models in Azure AI Foundry to consume them as APIs without hosting them on your infrastructure.
 

articles/ai-foundry/model-inference/how-to/use-chat-multi-modal.md

@@ -7,7 +7,7 @@ author: msakande
 reviewer: santiagxf
 ms.service: azure-ai-model-inference
 ms.topic: how-to
-ms.date: 03/07/2025
+ms.date: 05/29/2025
 ms.author: mopeakande
 ms.reviewer: fasantia
 ms.custom: generated

articles/ai-foundry/model-inference/includes/use-chat-completions/csharp.md

@@ -7,7 +7,7 @@ author: mopeakande
 reviewer: santiagxf
 ms.service: azure-ai-model-inference
 ms.topic: include
-ms.date: 03/20/2025
+ms.date: 05/29/2025
 ms.author: mopeakande
 ms.reviewer: fasantia
 ms.custom: references_regions, tool_generated

articles/ai-foundry/model-inference/includes/use-chat-completions/java.md

@@ -7,7 +7,7 @@ author: mopeakande
 reviewer: santiagxf
 ms.service: azure-ai-model-inference
 ms.topic: include
-ms.date: 03/20/2025
+ms.date: 05/29/2025
 ms.author: mopeakande
 ms.reviewer: fasantia
 ms.custom: references_regions, tool_generated

articles/ai-foundry/model-inference/includes/use-chat-completions/javascript.md

@@ -7,7 +7,7 @@ author: mopeakande
 reviewer: santiagxf
 ms.service: azure-ai-model-inference
 ms.topic: include
-ms.date: 03/20/2025
+ms.date: 05/29/2025
 ms.author: mopeakande
 ms.reviewer: fasantia
 ms.custom: references_regions, tool_generated

articles/ai-foundry/model-inference/includes/use-chat-completions/python.md

@@ -7,7 +7,7 @@ author: mopeakande
 reviewer: santiagxf
 ms.service: azure-ai-model-inference
 ms.topic: include
-ms.date: 03/20/2025
+ms.date: 05/29/2025
 ms.author: mopeakande
 ms.reviewer: fasantia
 ms.custom: references_regions, tool_generated

articles/ai-foundry/model-inference/includes/use-chat-completions/rest.md

@@ -7,7 +7,7 @@ author: mopeakande
 reviewer: santiagxf
 ms.service: azure-ai-model-inference
 ms.topic: include
-ms.date: 03/20/2025
+ms.date: 05/29/2025
 ms.author: mopeakande
 ms.reviewer: fasantia
 ms.custom: references_regions, tool_generated

articles/ai-foundry/model-inference/includes/use-chat-multi-modal/csharp.md

@@ -7,7 +7,7 @@ author: mopeakande
 reviewer: santiagxf
 ms.service: azure-ai-model-inference
 ms.topic: include
-ms.date: 03/20/2025
+ms.date: 05/29/2025
 ms.author: mopeakande
 ms.reviewer: fasantia
 ms.custom: references_regions, tool_generated