freshness update

Author: sdgilley

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

@@ -8,26 +8,26 @@ ms.custom:
   - ignite-2023
   - build-2024
 ms.topic: quickstart
-ms.date: 8/9/2024
+ms.date: 12/31/2024
 ms.reviewer: ailsaleen
 ms.author: sgilley
 author: sdgilley
 ---
 
 # QuickStart: Get started using Azure AI Foundry with a screen reader
 
-This article is for people who use screen readers such as [Microsoft's Narrator](https://support.microsoft.com/windows/complete-guide-to-narrator-e4397a0d-ef4f-b386-d8ae-c172f109bdb1#WindowsVersion=Windows_11), JAWS, NVDA or Apple's Voiceover. In this quickstart, you'll be introduced to the basic structure of Azure AI Foundry and discover how to navigate around efficiently. 
+This article is for people who use screen readers such as [Microsoft's Narrator](https://support.microsoft.com/windows/complete-guide-to-narrator-e4397a0d-ef4f-b386-d8ae-c172f109bdb1#WindowsVersion=Windows_11), JAWS, NVDA, or Apple's Voiceover. In this quickstart, you're introduced to the basic structure of Azure AI Foundry and discover how to navigate around efficiently. 
 
 ## Getting oriented in Azure AI Foundry portal 
 
 Most Azure AI Foundry pages are composed of the following landmark structure: 
 
 - Banner (contains Azure AI Foundry app title, settings, and profile information)
     - Might sometimes contain a breadcrumb navigation element 
-- Navigation
-    - The contents of the navigation are different depending on whether you have selected a hub or project in the studio
-- Main page content 
-    - Usually contains a command toolbar 
+- Navigation - There are three different states:
+    - Outside a project - there's no left navigation until you are in a project. The page is divided into sections such as **Work outside of a project** and **Recent projects picker**.
+    - In a project - the left navigation is the same for all parts of a project, until you move to the **Management center**.
+    - The left navigation in the Management center has a section for the hub that the project is in, then a section for the project itself.
 
 For efficient navigation, it might be helpful to navigate by landmarks to move between these sections on the page.
 
@@ -36,9 +36,9 @@ For efficient navigation, it might be helpful to navigate by landmarks to move b
 
 The navigation is list of links divided into different sections. 
 
-If you haven't yet created or selected a project, you can still explore content under the **Get started** (model catalog, model benchmarks, and AI Services) and **Management** (hubs and quota) sections.
+If you haven't yet created or selected a project, you can still explore content under the **Work outside of a project**.
 
-Once you have created or selected a project, you can access more capabilities such as project playgrounds, tools (such as prompt flow and evaluation), and components (such as data and deployments). 
+Once you have created or selected a project, you can access more capabilities such as Model catalog, Playgrounds, and AI Services. Then there are collapsible sections for **Build and customize** (includes Code, Fine-tuning, Prompt-flow), **Assess and improve** (includes Tracing, Evaluation, and Safety + security) and **My assets** (includes Models + endpoints, Data + indexes, and Web apps). 
 
 Once you have created or selected a project, you can also use the **Recent projects picker** button within the navigation to change project at any time.
 
@@ -48,29 +48,29 @@ For more information about the navigation, see [What is Azure AI Foundry](../wha
 
 To work within the Azure AI Foundry portal, you must first [create a project](../how-to/create-projects.md): 
 1. In [Azure AI Foundry](https://ai.azure.com), select **Home** from the navigation.
-1. Press the **Tab** key until you hear *New project* and select this button.  
-1. Enter the information requested in the **Create a project** dialog.  
+1. Press the **Tab** key until you hear *Create project* and select this button. 
+1. Enter the information requested in the **Create a project** dialog. 
 
-You then get taken to the project details page. 
+You then get taken to the project overview page. 
 
 ## Using the playground 
 
-The playground is where you can interact with models and experiment with different prompts and parameters. Different playgrounds are available depending on which model you would like to interact with.  
+The playground is where you can interact with models and experiment with different prompts and parameters. Different playgrounds are available depending on which model you would like to interact with. 
 
-Once you have created or selected a project, go to the navigation landmark. Press the down arrow until you hear *Project playground*. Press the down arrow again until you hear a playground you would like to use.
+Once you have created or selected a project, go to the navigation landmark. Press the down arrow until you hear *Playgrounds*.
 
 ### Chat playground structure 
 
-In this mode, the playground is composed of the command toolbar and two main sections: one for configuring your system message and other parameters, and the other for chatting to the model. If you added your own data in the playground, the **Citations** pane also appears when selecting a citation as part of the model response. 
+In this mode, the playground is composed of the command toolbar and two main sections: one for configuring your system message and other parameters, and the other for chatting to the model. If you added your own data in the playground, the **Add your data** pane also appears. 
 
 ### Chat session pane  
 
 The chat session pane is where you can chat to the model and test out your assistant. 
-- After you send a message, the model might take some time to respond, especially if the response is long. You hear a screen reader announcement "Message received from the chatbot" when the model finishes composing a response.  
+- After you send a message, the model might take some time to respond, especially if the response is long. You hear a screen reader announcement "Message received from the chatbot" when the model finishes composing a response. 
 
 ## Using prompt flow 
 
-Prompt flow is a tool to create executable flows, linking LLMs, prompts, and Python tools through a visualized graph. You can use this to prototype, experiment, and iterate on your AI applications before deploying.  
+Prompt flow is a tool to create executable flows, linking LLMs, prompts, and Python tools through a visualized graph. You can use this to prototype, experiment, and iterate on your AI applications before deploying. 
 
 Once you have created or selected a project, go to the navigation landmark. Press the down arrow until you hear *Prompt flow* and select this link.
 
@@ -80,11 +80,11 @@ The prompt flow UI in Azure AI Foundry portal is composed of the following main
 
 - This is the main working area where you can edit your flow, for example adding a new node, editing the prompt, selecting input data 
 - You can also choose to work in code instead of the editor by navigating to the **Raw file mode** toggle button to view the flow in code. 
-- Each node has its own H3 heading, which can be used for navigation.  
+- Each node has its own H3 heading, which can be used for navigation. 
 
 ### Files 
 
-- This section contains the file structure of the flow. Each flow has a folder that contains a flow.dag.yaml file, source code files, and system folders.  
+- This section contains the file structure of the flow. Each flow has a folder that contains a flow.dag.yaml file, source code files, and system folders. 
 - You can export or import a flow easily for testing, deployment, or collaborative purposes by navigating to the **Add** and **Zip and download all files** buttons.
 
 ### Graph view 
@@ -99,15 +99,15 @@ Evaluation is a tool to help you evaluate the performance of your generative AI
 
 ### Creating an evaluation 
 
-To review evaluation metrics, you must first create an evaluation.  
+To review evaluation metrics, you must first create an evaluation. 
 
 1. Once you have created or selected a project, go to the navigation landmark. Press the down arrow until you hear *Evaluation* and select this link.
-1. Press the Tab key until you hear *new evaluation* and select this button.  
+1. Press the Tab key until you hear *new evaluation* and select this button. 
 1. Enter the information requested in the **Create a new evaluation** dialog. Once complete, your focus is returned to the evaluations list. 
 
 ### Viewing evaluations 
 
-Once you create an evaluation, you can access it from the list of evaluations.  
+Once you create an evaluation, you can access it from the list of evaluations. 
 
 Evaluation runs are listed as links within the Evaluations grid. Selecting a link takes you to a dashboard view with information about your specific evaluation run. 
 
@@ -125,4 +125,5 @@ If you're a government, commercial, or enterprise customer, contact the enterpri
 ## Related content
 
 * Learn how you can build generative AI applications in the [Azure AI Foundry](../what-is-ai-studio.md).
+* [Build a custom knowledge retrieval (RAG) app with the Azure AI Foundry SDK](copilot-sdk-create-resources.md)
 * Get answers to frequently asked questions in the [Azure AI FAQ article](../faq.yml).