Merge pull request #969 from MicrosoftDocs/main

Taojunshen · web-flow · commit 6f58d1b5eeb0 · 2024-10-23T05:59:35.000+08:00
10/22/2024 PM Publish
diff --git a/articles/ai-services/language-service/concepts/data-limits.md b/articles/ai-services/language-service/concepts/data-limits.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: conceptual
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ---
 
diff --git a/articles/ai-services/language-service/concepts/regional-support.md b/articles/ai-services/language-service/concepts/regional-support.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: conceptual
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: references_regions 
 ---
diff --git a/articles/ai-services/language-service/conversational-language-understanding/how-to/migrate-from-luis.md b/articles/ai-services/language-service/conversational-language-understanding/how-to/migrate-from-luis.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: how-to
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: language-service-clu
 ---
diff --git a/articles/ai-services/language-service/conversational-language-understanding/how-to/train-model.md b/articles/ai-services/language-service/conversational-language-understanding/how-to/train-model.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: how-to
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: language-service-clu
 ---
diff --git a/articles/ai-services/language-service/conversational-language-understanding/quickstart.md b/articles/ai-services/language-service/conversational-language-understanding/quickstart.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: quickstart
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: language-service-clu, mode-other
 zone_pivot_groups: usage-custom-language-features
diff --git a/articles/ai-services/language-service/custom-named-entity-recognition/overview.md b/articles/ai-services/language-service/custom-named-entity-recognition/overview.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: overview
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: language-service-custom-ner
 ---
diff --git a/articles/ai-services/language-service/custom-text-classification/quickstart.md b/articles/ai-services/language-service/custom-text-classification/quickstart.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: quickstart
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: language-service-custom-classification, mode-other
 zone_pivot_groups: usage-custom-language-features
diff --git a/articles/ai-services/language-service/entity-linking/overview.md b/articles/ai-services/language-service/entity-linking/overview.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: overview
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: language-service-entity-linking
 ---
diff --git a/articles/ai-services/language-service/key-phrase-extraction/quickstart.md b/articles/ai-services/language-service/key-phrase-extraction/quickstart.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: quickstart
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.devlang: csharp
 # ms.devlang: csharp, java, javascript, python
diff --git a/articles/ai-services/language-service/key-phrase-extraction/tutorials/integrate-power-bi.md b/articles/ai-services/language-service/key-phrase-extraction/tutorials/integrate-power-bi.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: tutorial
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: language-service-key-phrase, cogserv-non-critical-language
 ---
diff --git a/articles/ai-services/language-service/language-detection/quickstart.md b/articles/ai-services/language-service/language-detection/quickstart.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: quickstart
-ms.date: 01/16/2024
+ms.date: 10/21/2024
 ms.author: jboback
 ms.devlang: csharp
 # ms.devlang: csharp, java, javascript, python
diff --git a/articles/ai-services/language-service/named-entity-recognition/concepts/named-entity-categories.md b/articles/ai-services/language-service/named-entity-recognition/concepts/named-entity-categories.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: conceptual
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: language-service-ner
 ---
diff --git a/articles/ai-services/language-service/named-entity-recognition/quickstart.md b/articles/ai-services/language-service/named-entity-recognition/quickstart.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: quickstart
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.devlang: csharp
 # ms.devlang: csharp, java, javascript, python
diff --git a/articles/ai-services/language-service/orchestration-workflow/overview.md b/articles/ai-services/language-service/orchestration-workflow/overview.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: overview
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: language-service-orchestration
 ---
diff --git a/articles/ai-services/language-service/personally-identifiable-information/concepts/entity-categories.md b/articles/ai-services/language-service/personally-identifiable-information/concepts/entity-categories.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: conceptual
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: language-service-pii
 ---
diff --git a/articles/ai-services/language-service/personally-identifiable-information/how-to-call.md b/articles/ai-services/language-service/personally-identifiable-information/how-to-call.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: how-to
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: language-service-pii
 ---
diff --git a/articles/ai-services/language-service/personally-identifiable-information/quickstart.md b/articles/ai-services/language-service/personally-identifiable-information/quickstart.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: quickstart
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.devlang: csharp
 # ms.devlang: csharp, java, javascript, python
diff --git a/articles/ai-services/language-service/question-answering/tutorials/bot-service.md b/articles/ai-services/language-service/question-answering/tutorials/bot-service.md
@@ -5,7 +5,7 @@ ms.service: azure-ai-language
 ms.topic: tutorial
 author: jboback
 ms.author: jboback
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.custom: language-service-question-answering, cogserv-non-critical-language
 ---
 
diff --git a/articles/ai-services/language-service/sentiment-opinion-mining/how-to/call-api.md b/articles/ai-services/language-service/sentiment-opinion-mining/how-to/call-api.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: how-to
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: language-service-sentiment-opinion-mining
 ---
diff --git a/articles/ai-services/language-service/sentiment-opinion-mining/quickstart.md b/articles/ai-services/language-service/sentiment-opinion-mining/quickstart.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: quickstart
-ms.date: 01/25/2024
+ms.date: 10/21/2024
 ms.author: jboback
 ms.devlang: csharp
 # ms.devlang: csharp, java, javascript, python
diff --git a/articles/ai-services/language-service/summarization/how-to/document-summarization.md b/articles/ai-services/language-service/summarization/how-to/document-summarization.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: how-to
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom:
   - language-service-summarization
diff --git a/articles/ai-services/language-service/text-analytics-for-health/overview.md b/articles/ai-services/language-service/text-analytics-for-health/overview.md
@@ -7,7 +7,7 @@ author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: overview
-ms.date: 12/19/2023
+ms.date: 10/21/2024
 ms.author: jboback
 ms.custom: language-service-health
 ---
diff --git a/articles/ai-services/luis/toc.yml b/articles/ai-services/luis/toc.yml
@@ -191,9 +191,11 @@ items:
     - name: REST APIs
       items:
       - name: V3 Authoring REST APIs
+        href: https://aka.ms/luis-apim-v3-authoring
       - name: V3 Prediction REST APIs
+        href: https://aka.ms/luis-apim-v3-prediction
       - name: V2 Authoring REST APIs
-      - name: V2 Prediction REST APIs
+        href: https://aka.ms/luis-apim-v2-authoring
       - name: HTTP codes
         displayName: 400, 401, 403, 409, 410, 414, 429
         href: luis-reference-response-codes.md
diff --git a/articles/ai-services/openai/concepts/models.md b/articles/ai-services/openai/concepts/models.md
@@ -466,7 +466,7 @@ These models can only be used with Embedding API requests.
 | `gpt-4o-mini` <sup>**1**</sup> (2024-07-18) | North Central US <br> Sweden Central | Input: 128,000 <br> Output: 16,384  <br> Training example context length: 64,536 | Oct 2023 |
 | `gpt-4o` <sup>**1**</sup> (2024-08-06) | East US2 <br> North Central US <br> Sweden Central | Input: 128,000 <br> Output: 16,384  <br> Training example context length: 64,536 | Oct 2023 | 
 
-**<sup>1</sup>** GPT-4, GPT-4o, and GPT-4o mini fine-tuning is currently in public preview. See our [GPT-4, GPT-4o,  & GPT-4o mini fine-tuning safety evaluation guidance](/azure/ai-services/openai/how-to/fine-tuning?tabs=turbo%2Cpython-new&pivots=programming-language-python#safety-evaluation-gpt-4-fine-tuning---public-preview) for more information.
+**<sup>1</sup>** GPT-4 is currently in public preview.
 
 ### Whisper models
 
@@ -507,4 +507,4 @@ For the latest information on model retirements, refer to the [model retirement
 - [Model retirement and deprecation](./model-retirements.md)
 - [Learn more about working with Azure OpenAI models](../how-to/working-with-models.md)
 - [Learn more about Azure OpenAI](../overview.md)
-- [Learn more about fine-tuning Azure OpenAI models](../how-to/fine-tuning.md)
+- [Learn more about fine-tuning Azure OpenAI models](../how-to/fine-tuning.md)
diff --git a/articles/ai-services/openai/includes/batch/batch-rest.md b/articles/ai-services/openai/includes/batch/batch-rest.md
@@ -173,7 +173,6 @@ curl -X POST https://YOUR_RESOURCE_NAME.openai.azure.com/openai/batches?api-vers
 
 ## Track batch job progress
 
-
 Once you have created batch job successfully you can monitor its progress either in the Studio or programatically. When checking batch job progress we recommend waiting at least 60 seconds in between each status call.
 
 ```http
@@ -230,7 +229,7 @@ The following status values are possible:
 
 ```http
 curl https://YOUR_RESOURCE_NAME.openai.azure.com/openai/files/{output_file_id}/content?api-version=2024-10-01-preview \
-  -H "api-key: $AZURE_OPENAI_API_KEY"  > batch_output.jsonl
+  -H "api-key: $AZURE_OPENAI_API_KEY" > batch_output.jsonl
 ```
 
 ### Additional batch commands
@@ -253,13 +252,15 @@ curl https://YOUR_RESOURCE_NAME.openai.azure.com/openai/batches?api-version=2024
   -H "api-key: $AZURE_OPENAI_API_KEY" 
 ```
 
+<a id="List"></a>
+
 ### List batch (Preview)
 
 Use the REST API to list all batch jobs with additional sorting/filtering options.
 
 ```http
 curl "YOUR_RESOURCE_NAME.openai.azure.com/batches?api-version=2024-10-01-preview&$filter=created_at%20gt%201728773533%20and%20created_at%20lt%201729032733%20and%20status%20eq%20'Completed'&$orderby=created_at%20asc" \
-  -H "api-key: $AZURE_OPENAI_API_KEY""
+  -H "api-key: $AZURE_OPENAI_API_KEY"
 ```
 
 To avoid the error `URL rejected: Malformed input to a URL function` spaces are replaced with `%20`.
diff --git a/articles/ai-services/openai/includes/chatgpt-studio.md b/articles/ai-services/openai/includes/chatgpt-studio.md
@@ -12,7 +12,7 @@ ms.date: 09/19/2024
 ## Prerequisites
 
 - An Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services?azure-portal=true).
-- An Azure OpenAI Service resource with either `gpt-4o` or the `gpt-4o-mini` models deployed. We recommend using standard or global standard model [deployment tpyes](../how-to/deployment-types.md) for initial exploration. For more information about model deployment, see the [resource deployment guide](../how-to/create-resource.md).
+- An Azure OpenAI Service resource with either `gpt-4o` or the `gpt-4o-mini` models deployed. We recommend using standard or global standard model [deployment types](../how-to/deployment-types.md) for initial exploration. For more information about model deployment, see the [resource deployment guide](../how-to/create-resource.md).
 
 ## Go to Azure OpenAI Studio
 
diff --git a/articles/ai-services/qnamaker/how-to/multi-turn.md b/articles/ai-services/qnamaker/how-to/multi-turn.md
@@ -6,7 +6,7 @@ ms.subservice: azure-ai-qna-maker
 ms.author: jboback
 author: jboback
 ms.topic: how-to
-ms.date: 01/19/2024
+ms.date: 10/21/2024
 ---
 
 # Use follow-up prompts to create multiple turns of a conversation
diff --git a/articles/ai-services/qnamaker/quickstarts/create-publish-knowledge-base.md b/articles/ai-services/qnamaker/quickstarts/create-publish-knowledge-base.md
@@ -7,7 +7,7 @@ ms.author: jboback
 author: jboback
 ms.subservice: azure-ai-qna-maker
 ms.topic: quickstart
-ms.date: 01/19/2024
+ms.date: 10/21/2024
 ms.custom: mode-other
 ---
 
diff --git a/articles/machine-learning/how-to-read-write-data-v2.md b/articles/machine-learning/how-to-read-write-data-v2.md
@@ -516,7 +516,7 @@ You can tune the mount settings with these environment variables in your job:
 | `DATASET_MOUNT_ATTRIBUTE_CACHE_TTL`             | u64 | Not set (cache never expires) | Time, in milliseconds, needed to keep the `getattr` call results in cache, and to avoid subsequent requests of this info from storage again.                                                                                                                                                                                                                          |
 | `DATASET_RESERVED_FREE_DISK_SPACE`              | u64 | 150 MB | Intended for a system configuration, to keep compute healthy. No matter what values the other settings have, Azure Machine Learning data runtime doesn't use the last `RESERVED_FREE_DISK_SPACE` bytes of disk space.                                                                                                                                                              |
 |`DATASET_MOUNT_CACHE_SIZE`                      | usize | Unlimited | Controls how much disk space mount can use. A positive value sets absolute value in bytes. Negative value sets how much of a disk space to leave free. This table provides more disk cache options. Supports `KB`, `MB` and `GB` modifiers for convenience. |
-| `DATASET_MOUNT_FILE_CACHE_PRUNE_THRESHOLD`      | f64 | 1.0 | Volume mount starts cache pruning when cache is filled up to `AVAILABLE_CACHE_SIZE * DATASET_MOUNT_FILE_CACHE_PRUNE_THRESHOLD`. Should be between 0 and 1. Setting it < 1 triggers background cache pruning earlier.                                                                                                                               |
+| `DATASET_MOUNT_FILE_CACHE_PRUNE_THRESHOLD`      | f64 | 1.0 | Volume mount starts cache pruning when cache is filled up to `AVAILABLE_CACHE_SIZE * DATASET_MOUNT_FILE_CACHE_PRUNE_THRESHOLD`. Should be between 0 and 1. Setting it < 1 triggers background cache pruning earlier. `AVAILABLE_CACHE_SIZE` is not an environment variable you can modify or view directly. In this context, it refers to the "number of bytes the system calculates as available for caching." This value depends on factors such as disk size, the amount of disk space required for system health, and configurations set in environment variables (like `DATASET_RESERVED_FREE_DISK_SPACE` and `DATASET_MOUNT_CACHE_SIZE`).                                                                                                                             |
 | `DATASET_MOUNT_FILE_CACHE_PRUNE_TARGET`         | f64 | 0.7 | Pruning cache tries to free at least (`1-DATASET_MOUNT_FILE_CACHE_PRUNE_TARGET`) of a cache space.                                                                                                                                                                                                                                                      |
 | `DATASET_MOUNT_READ_BLOCK_SIZE`                 | usize | 2 MB | Streaming read block size. When file is large enough, request at least `DATASET_MOUNT_READ_BLOCK_SIZE` of data from storage, and cache even when fuse requested read operation was for less.                                                                                                                                                       |
 | `DATASET_MOUNT_READ_BUFFER_BLOCK_COUNT`         | usize | 32 | Number of blocks to prefetch (reading block *k* triggers background prefetching of blocks *k+1*, ..., *k.+`DATASET_MOUNT_READ_BUFFER_BLOCK_COUNT`*)                                                                                                                                                                                               |
diff --git a/articles/machine-learning/reference-kubernetes.md b/articles/machine-learning/reference-kubernetes.md
@@ -397,6 +397,7 @@ More information about how to use ARM template can be found from [ARM template d
 
 | Date | Version |Version description |
 |---|---|---|
+|Sep 26, 2024 | 1.1.64|  Fixed vulnerabilities. |
 |Nov 21, 2023 | 1.1.39|  Fixed vulnerabilities. Refined error message. Increased stability for relayserver API. |
 |Nov 1, 2023 | 1.1.37|  Update data plane envoy version. |
 |Oct 11, 2023 | 1.1.35|  Fix vulnerable image. Bug fixes. |
diff --git a/articles/search/search-create-service-portal.md b/articles/search/search-create-service-portal.md
@@ -38,7 +38,7 @@ A few service properties are fixed for the lifetime of the service. Before creat
 
 Paid (or billable) search occurs when you choose a billable tier (Basic or higher) when creating the resource on a billable Azure subscription.
 
-To try Azure AI Search for free, [open a trial subscription](https://azure.microsoft.com/pricing/free-trial/?WT.mc_id=A261C142F) and then create your search service by choosing the **Free** tier. You can have one free search service per Azure subscription. Free search services are intended for short-term evaluation of the product for nonproduction applications. Generally, you can complete all of the quickstarts and most tutorials, except for those featuring semantic ranker (it requires a billable service).
+To try Azure AI Search for free, [open a trial subscription](https://azure.microsoft.com/pricing/free-trial/?WT.mc_id=A261C142F) and then create your search service by choosing the **Free** tier. You can have one free search service per Azure subscription. Free search services are intended for short-term evaluation of the product for nonproduction applications. Generally, you can complete all of the quickstarts and most tutorials, except for those featuring semantic ranker (it requires a billable service). Free services that are inactive for an extended period of time can be deleted by Microsoft to make room for other services.
 
 Alternatively, you can use free credits to try out paid Azure services. With this approach, you can create your search service at **Basic** or higher to get more capacity. Your credit card is never charged unless you explicitly change your settings and ask to be charged. Another approach is to [activate Azure credits in a Visual Studio subscription](https://azure.microsoft.com/pricing/member-offers/msdn-benefits-details/?WT.mc_id=A261C142F). A Visual Studio subscription gives you credits every month you can use for paid Azure services. 
 
@@ -132,7 +132,7 @@ Basic and Standard are the most common choices for production workloads, but man
 
 :::image type="content" source="media/search-create-service-portal/select-pricing-tier.png" lightbox="media/search-create-service-portal/select-pricing-tier.png" alt-text="Screenshot of Select a pricing tier page." border="true":::
 
-Search services created after April 3, 2024 have larger partitions and higher vector quotas at every billable tier.
+Search services created after April 3, 2024 have larger partitions and higher vector quotas at every billable tier. 
 
 Remember, a pricing tier can't be changed once the service is created. If you need a higher or lower tier, you should re-create the service.
 
diff --git a/articles/search/search-limits-quotas-capacity.md b/articles/search/search-limits-quotas-capacity.md
@@ -8,7 +8,7 @@ author: HeidiSteen
 ms.author: heidist
 ms.service: azure-ai-search
 ms.topic: conceptual
-ms.date: 09/19/2024
+ms.date: 10/17/2024
 ms.custom:
   - references_regions
   - build-2024
diff --git a/articles/search/search-sku-tier.md b/articles/search/search-sku-tier.md
@@ -35,7 +35,7 @@ Tiers include **Free**, **Basic**, **Standard**, and **Storage Optimized**. Stan
 
 :::image type="content" source="media/search-sku-tier/tiers.png" lightbox="media/search-sku-tier/tiers.png" alt-text="Pricing tier chart" border="true":::
 
-**Free** creates a [limited search service](search-limits-quotas-capacity.md#subscription-limits) for smaller projects, like running tutorials and code samples. Internally, system resources are shared among multiple subscribers. You can't scale a free service, run significant workloads, and some premium features aren't available. You can only have one free search service per Azure subscription.
+**Free** creates a [limited search service](search-limits-quotas-capacity.md#subscription-limits) for smaller projects, like running tutorials and code samples. Internally, system resources are shared among multiple subscribers. You can't scale a free service, run significant workloads, and some premium features aren't available. You can only have one free search service per Azure subscription. If the service is inactive for an extended period of time, it might be deleted to free up capacity, especially if the region is under capacity constraints.
 
 The most commonly used billable tiers include:
 
@@ -62,6 +62,7 @@ Currently, several regions are at capacity for specific tiers and can't be used
 | Central US | S2, S3, S3HD, L1, L2 |
 | Central India | S2, S3, S3HD, L1, L2|
 | East US| All tiers|
+| East US 2| Basic, S1|
 | Japan East | S2, S3, S3HD, L1, L2 |
 | Qatar Central | All tiers|
 | South Central US | All tiers |
diff --git a/articles/search/search-try-for-free.md b/articles/search/search-try-for-free.md
@@ -150,6 +150,9 @@ You can create a search service that doesn't consume credits. Here are some poin
 
 Review the [service limits](search-limits-quotas-capacity.md) for other constraints that apply to the free tier.
 
+> [!NOTE]
+> Free services that remain inactive for an extended period of time might be deleted to free up capacity if the region is under capacity constraints.
+
 ## Next steps
 
 Sign up for an Azure trial subscription:
