[Checked] Review main-docs/create_azure_ai_service.md

docs/create_azure_ai_service.md

@@ -1,48 +1,49 @@
-# How To Create Azure AI Service
+# How to Create an Azure AI Service
 
-This guide covers the latest configuration using **Azure AI Foundry**, including creating a Foundry Hub and Project, and deploying Azure AI Content Understanding.
+This guide walks you through the latest configuration using **Azure AI Foundry**, including creating a Foundry Hub and Project, and deploying Azure AI Content Understanding.
 
 ## 1. Create a Foundry Hub
-- Go to [Azure Portal AI Foundry Resource](https://portal.azure.com/#create/Microsoft.CognitiveServicesAIFoundry).
+- Go to the [Azure Portal AI Foundry Resource](https://portal.azure.com/#create/Microsoft.CognitiveServicesAIFoundry).
 - Select your Azure subscription.
 - Choose or create a Resource Group.
-- **Choose a supported region** from the table below:
+- **Please select a supported region** from the table below:
 
    | Geography | Region         | Region Identifier   |
-   | --------- | -------------- | ------------------ |
-   | US        | West US        | westus             |
-   | Europe    | Sweden Central | swedencentral      |
-   | Australia | Australia East | australiaeast      |
+   | --------- | -------------- | ------------------- |
+   | US        | West US        | westus              |
+   | Europe    | Sweden Central | swedencentral       |
+   | Australia | Australia East | australiaeast       |
 
 - Enter a name for your Content Understanding resource.
 - Select a pricing plan.  
     <img src="./create_srv_1.png" width="600" />
 - Configure additional settings as needed, read and accept the terms, then click **Create**.  
     <img src="./create_srv_2.png" width="600" />
-- Wait for Azure's validation (look for a green "Validation Passed" banner).
-- Click **Create**. Deployment will begin, and after a few seconds, you should see "Your deployment is complete."
+- Wait for Azure’s validation (look for a green **Validation Passed** banner).
+- Click **Create** to start deployment. After a few seconds, you should see a message confirming, **Your deployment is complete**.
 
 ## 2. Get Keys and Endpoint
 - Navigate to your deployed resource.
 - In the left menu, select **Keys and Endpoint**.
-- Copy the following information:
-  - **Endpoint**: Format is  
+- Please copy the following information carefully:
+  - **Endpoint:** The format is  
     ```
     AZURE_AI_ENDPOINT = "https://<AzureAIContentUnderstandingResourceName>.services.ai.azure.com/"
     ```
-  - **Primary Key**:  
+  - **Primary Key:**  
     ```
     AZURE_AI_API_KEY = <your_primary_key>
     ```
-  - **API Version**:  
+  - **API Version:**  
     ```
     AZURE_AI_API_VERSION = "2025-05-01-preview"
     ```
     <img src="./create_srv_3.png" width="600" />
 
-Now you are ready to use these credentials to run the samples.
+You are now ready to use these credentials to run the samples.
 
 ---
+
 **Note:**  
-- Always use the **Foundry Hub > Foundry Project** structure for Azure AI Content Understanding configuration.
-- Make sure to select a supported region for Content Understanding during deployment.
+- Always use the **Foundry Hub > Foundry Project** structure for Azure AI Content Understanding configuration.  
+- Please ensure you select a supported region for Content Understanding during deployment.