Merge pull request #3987 from MicrosoftDocs/main

4/8/2025 PM Publish

Author: Taojunshen

articles/ai-foundry/how-to/develop/ai-template-get-started.md

@@ -35,7 +35,7 @@ Available templates include:
 
 1. Go to [Azure AI Foundry portal](https://ai.azure.com).
 1. Open your project in Azure AI Foundry portal.
-1. On the left menu, select **Samples** (preview).
+1. On the left pane, select **Templates** (preview).
 1. Find the solution template you want to use.
 1. Select **Open in Github** to view the entire sample application.
 1. Or, clone the repository to your local machine with the provided command.

articles/ai-services/computer-vision/tutorials/liveness.md

@@ -25,7 +25,7 @@ This tutorial demonstrates how to operate a frontend application and an app serv
 [!INCLUDE [liveness-sdk-gate](../includes/liveness-sdk-gate.md)]
 
 > [!TIP]
-> After you complete the prerequisites, you can get started faster by building and running a complete frontend sample (either on iOS, Android, or Web) from the [SDK samples folder](https://github.com/Azure-Samples/azure-ai-vision-sdk/tree/main/samples).  
+> After you complete the prerequisites, you can try the iOS liveness experience from [TestFlight](https://aka.ms/face/liveness/demo/ios) and the web-liveness experience from [Vision Studio](https://portal.vision.cognitive.azure.com/demo/face-liveness-detection). Moreover, you can also build and run a complete frontend sample (either on iOS, Android, or Web) from the [Samples](https://github.com/Azure-Samples/azure-ai-vision-sdk/tree/main?tab=readme-ov-file#samples) section.
 
 ## Prerequisites
 

articles/ai-services/containers/disconnected-container-faq.yml

@@ -10,7 +10,7 @@ metadata:
   ms.custom:
     - ignite-2023
   ms.topic: faq
-  ms.date: 02/27/2025
+  ms.date: 04/08/2025
   ms.author: aahi
 title: FAQ for Azure AI services disconnected containers
 summary: |
@@ -20,21 +20,9 @@ sections:
       - question: Which services are available as disconnected containers?
         answer: |
           Azure AI containers allow developers to use the same intelligent APIs that are available in Azure, but with the [benefits](../cognitive-services-container-support.md#features-and-benefits) of containerization. 
-          Disconnected containers are offered through commitment tier pricing, each offering a discounted rate compared to the pay-as-you-go pricing model. With commitment tier pricing, you can commit to using the following Azure AI services features for a fixed fee, enabling you to have a predictable total cost based on the needs of your workload.
-          * Azure AI Speech
-            *	Speech to text
-            *	Custom Speech to text
-            * Neural Text to speech
-          *	Text Translation (Standard)
-          *	Azure AI Language
-              *	Sentiment Analysis
-              *	Key Phrase Extraction
-              *	Language Detection
-              * Named Entity Recognition (NER)
-          *	Azure AI Vision - Read
-          *	Document Intelligence
+          [Disconnected containers](./disconnected-containers.md) are offered through commitment tier pricing, each offering a discounted rate compared to the pay-as-you-go pricing model. With commitment tier pricing, you can commit to using the following Azure AI services features for a fixed fee, enabling you to have a predictable total cost based on the needs of your workload.
 
-          For more information about commitment tier pricing, reach out to your Microsoft account team or contact at Microsoft. You can also email [email protected].
+          For more information about commitment tier pricing, reach out to your Microsoft account team or contact at Microsoft. You can also email [email protected]. For information on the available disconnected containers, see [Use Docker containers in disconnected environments](./disconnected-containers.md).
       - question: Will containers be available for other Azure AI services offerings, and what's the next set of containers I should expect?
         answer: |
           We'd like to make more Azure AI services offerings available as containers. Contact your local Microsoft account manager to get updates on new container releases and other Azure AI services announcements.

articles/ai-services/openai/quotas-limits.md

@@ -9,7 +9,7 @@ ms.custom:
   - ignite-2023
   - references_regions
 ms.topic: conceptual
-ms.date: 4/04/2025
+ms.date: 4/08/2025
 ms.author: mbullwin
 ---
 
@@ -199,16 +199,65 @@ The Usage Limit determines the level of usage above which customers might see la
 
 If your Azure subscription is linked to certain [offer types](https://azure.microsoft.com/support/legal/offer-details/) your max quota values are lower than the values indicated in the above tables.
 
-
 |Tier| Quota Limit in tokens per minute (TPM) |
 |---|:---|
 |Azure for Students, Free Trials | 1 K (all models) <br>Exception o-series & GPT 4.5 Preview: 0|
 | MSDN | GPT 3.5 Turbo Series: 30 K <br> GPT-4 series: 8 K <br>computer-use-preview: 30 K <br> gpt-4o-realtime-preview: 1 K <br> o-series: 0 <br> GPT 4.5 Preview: 0  |
-| Monthly credit card based subscriptions <sup>1</sup> | GPT 3.5 Turbo Series: 30 K <br> GPT-4 series: 8 K <br>computer-use-preview: 30 K <br> o-series: 0 <br> GPT 4.5 Preview: 0   |
+|Pay-as-you-go | GPT 3.5 Turbo Series: 30 K <br> GPT-4 series: 8 K <br>computer-use-preview: 30 K <br> o-series: 0 <br> GPT 4.5 Preview: 0   |
+| CSP Dev Test<sup>*</sup> | All models: 0 |
+
+<sup>*</sup>This only applies to a small number of dev/test CSP subscriptions. Use the query below to determine what `quotaId` is associated with your subscription.
+
+To determine the offer type that is associated with your subscription you can check your `quotaId`. If your `quotaId` is not listed in this table your subscription qualifies for default quota.
+
+# [REST](#tab/REST)
+
+[API reference](/rest/api/subscription/subscriptions/get)
 
-<sup>1</sup> This currently applies to [offer type 0003P](https://azure.microsoft.com/support/legal/offer-details/)
+```bash
+az login
+access_token=$(az account get-access-token --query accessToken -o tsv)
+```
+
+```bash
+curl -X GET "https://management.azure.com/subscriptions/{subscriptionId}?api-version=2020-01-01" \
+  -H "Authorization: Bearer $access_token" \
+  -H "Content-Type: application/json"
+```
+
+# [CLI](#tab/CLI)
+
+```azurecli
+az rest --method GET --uri "https://management.azure.com/subscriptions/{sub-id}?api-version=2020-01-01"
+```
+---
 
-In the Azure portal you can view what offer type is associated with your subscription by navigating to your subscription and checking the subscriptions overview pane. Offer type corresponds to the plan field in the subscription overview.
+### Output
+
+```json
+{
+  "authorizationSource": "Legacy",
+  "displayName": "Pay-As-You-Go",
+  "id": "/subscriptions/aaaaaa-bbbbb-cccc-ddddd-eeeeee",
+  "state": "Enabled",
+  "subscriptionId": "aaaaaa-bbbbb-cccc-ddddd-eeeeee",
+  "subscriptionPolicies": {
+    "locationPlacementId": "Public_2014-09-01",
+    "quotaId": "PayAsYouGo_2014-09-01",
+    "spendingLimit": "Off"
+  }
+}
+```
+
+| Quota allocation | Subscription quota ID |
+|:---|:----|
+| Enterprise | `EnterpriseAgreement_2014-09-01` |
+| Pay-as-you-go | `PayAsYouGo_2014-09-01`|
+| MSDN | `MSDN_2014-09-01` |
+| CSP Dev/Test | `CSPDEVTEST_2018-05-01` |
+| Azure for Students | `AzureForStudents_2018-01-01` |
+| Free Trial | `FreeTrial_2014-09-01` |
+| Default | Any quota ID not listed in this table  |
 
 ### General best practices to remain within rate limits