Merge pull request #5025 from sdgilley/sdg-patches

Last minute updates

Author: prmerger-automator[bot]

articles/ai-foundry/how-to/create-projects.md

@@ -176,7 +176,7 @@ In addition, many resources are only accessible by users in your project workspa
 
 ## Related content
 
-- [Deploy an enterprise chat web app](../tutorials/deploy-chat-web-app.md)
+- [Quickstart: Get started with Azure AI Foundry](../quickstarts/get-started-code.md?pivots=hub-project)
 
 - [Learn more about Azure AI Foundry](../what-is-azure-ai-foundry.md)
 

articles/ai-foundry/includes/create-project-fdp.md

@@ -18,11 +18,11 @@ ms.custom: include
 * This project type gives you the best support for:
 
     * Agents
-    * Azure OpenAI models	
-    * Model inferencing
+    * AI Model Inference including Azure Open AI	
     * AI Foundry API that works with agents and across models	
-    * Upload files without needing your own Azure Storage account
+    * Project files (directly upload files and start experimenting)
     * Evaluations
+    * Fine-tuning
     * Playgrounds
 
 ## Prerequisites
@@ -209,5 +209,5 @@ az cognitiveservices account connection show --name {my_project_name} --resource
 
 ## Related content
 
-- [Deploy an enterprise chat web app](../tutorials/deploy-chat-web-app.md)
+- [Quickstart: Get started with Azure AI Foundry](../quickstarts/get-started-code.md?pivots=fdp-project)
 - [Learn more about Azure AI Foundry](../what-is-azure-ai-foundry.md)

articles/ai-foundry/includes/create-second-fdp-project.md

@@ -66,13 +66,14 @@ Your first project (default project) plays a special role and has access to more
 
     # [Azure CLI](#tab/azurecli)
 
-    Use your existing values for {my_resource_group} and {foundry_resource_name} to add another project to the resource:
+    <!-- Use your existing values for {my_resource_group} and {foundry_resource_name} to add another project to the resource:
 
     ```azurecli
      az cognitiveservices account project create --resource-group {my_resource_group} --name {my_project_name} --account-name {foundry_resource_name} 
     ```
-    
-    
+     -->
+    CLI comannds not currently available for creating a [!INCLUDE [fdp-project-name](fdp-project-name.md)].
+
     ---
 
 * If you delete your Foundry resource's default project, the next project created will become the default project. 

articles/ai-foundry/quickstarts/get-started-code.md

@@ -4,7 +4,7 @@ titleSuffix: Azure AI Foundry
 description: This article provides instructions on how to start using the Azure AI Foundry portal and the Azure AI Foundry SDK.
 manager: scottpolly
 ms.service: azure-ai-foundry
-ms.custom: build-2024, devx-track-azurecli, devx-track-python, ignite-2024, update-code3
+ms.custom: build-2024, devx-track-azurecli, devx-track-python, ignite-2024, update-code4
 ms.topic: how-to
 ms.date: 05/12/2025
 ms.reviewer: dantaylo

articles/ai-foundry/tutorials/screen-reader.md

@@ -89,7 +89,7 @@ The chat session pane is where you can chat to the model and test out your assis
 
 Azure AI Foundry has two different project types - see [What is Azure AI Foundry?](../what-is-azure-ai-foundry.md#project-types).  The type appears in the  **Type** column in the **All resources** view. In the recent resources picker, the type is in a second line under the project name.
 
-- Listen for **(AI Services)** for a [!INCLUDE [fdp-project-name](../includes/fdp-project-name.md)].  
+- Listen for either **(AI Foundry)** or **Foundry project** for a [!INCLUDE [fdp-project-name](../includes/fdp-project-name.md)].  
 - Listen for **(Hub)** for a [!INCLUDE [hub-project-name](../includes/hub-project-name.md)].
 
 

articles/ai-foundry/what-is-azure-ai-foundry.md

@@ -51,15 +51,14 @@ This table summarizes features available in the two project types:
 | Capability | [!INCLUDE [fdp](includes/fdp-project-name.md)] | [!INCLUDE[hub](includes/hub-project-name.md)] |
 | --- | --- | --- |
 | Agents | ✅ (GA) | ✅ (Preview only) |
-| Azure OpenAI models | ✅ | |
-| Model inferencing | ✅ | |
-| AI Foundry API that works with agents and across models | ✅ | |
-| Common filestore | ✅ | |
-| Project-level isolation of files and outputs | ✅ | ✅ |
+| Azure OpenAI models | ✅ (Native support) | Available via connections |
+| Project files (directly upload files and start experimenting) | ✅ | |
+| Project-level isolation of files and outputs | ✅ | ✅|
 | Evaluations | ✅ | ✅ |
 | Playground | ✅ | ✅ |
 | Prompt flow |  | ✅ |
 | Managed compute  |  | ✅ |
+| Required Azure dependencies | - | Azure Storage account, Azure Key Vault |
 
 ## Navigate in the Azure AI Foundry portal
 
@@ -110,13 +109,10 @@ Azure AI Foundry is available in most regions where Azure AI services are availa
 
 You can [explore Azure AI Foundry portal (including the model catalog)](./how-to/model-catalog-overview.md) without signing in. 
 
-But for full functionality there are some requirements:
-
-You need an [Azure account](https://azure.microsoft.com/pricing/purchase-options/azure-account). 
+But for full functionality, you need an [Azure account](https://azure.microsoft.com/pricing/purchase-options/azure-account). 
 
 ## Related content
 
-- [Quickstart: Use the chat playground in Azure AI Foundry portal](quickstarts/get-started-playground.md)
-- [Build a custom chat app in Python using the Azure AI SDK](quickstarts/get-started-code.md)
+- [Quickstart: Get started with Azure AI Foundry](quickstarts/get-started-code.md)
 - [Create a project](./how-to/create-projects.md)
 - [Get started with an AI template](how-to/develop/ai-template-get-started.md)