Merge branch 'release-ignite-azure-ai-language' of https://github.com/MicrosoftDocs/azure-ai-docs-pr into release-ignite-azure-ai-language

jboback · jboback · commit 07c11c74dad5 · 2024-11-06T16:00:50.000-08:00
diff --git a/articles/ai-services/containers/docker-compose-recipe.md b/articles/ai-services/containers/docker-compose-recipe.md
@@ -7,7 +7,7 @@ author: aahill
 manager: nitinme
 ms.service: azure-ai-services
 ms.topic: how-to
-ms.date: 02/22/2024
+ms.date: 11/06/2024
 ms.author: aahi
 
 # SME: Brendan Walsh
diff --git a/articles/ai-services/content-safety/whats-new.md b/articles/ai-services/content-safety/whats-new.md
@@ -45,7 +45,7 @@ The groundedness detection API includes a correction feature that automatically
 
 ### New features are GA
 
-The Prompt Shields API and groundedness detection API are now generally available (GA). Follow a quickstart to try them out.
+The Prompt Shields API and Protected Material for text API are now generally available (GA). Follow a quickstart to try them out.
 * [Prompt Shields quickstart](/azure/ai-services/content-safety/quickstart-jailbreak)
 * [Protected Material quickstart](/azure/ai-services/content-safety/quickstart-protected-material?tabs=curl)
 ## July 2024
diff --git a/articles/ai-services/create-account-bicep.md b/articles/ai-services/create-account-bicep.md
@@ -5,7 +5,7 @@ keywords: Azure AI services, cognitive solutions, cognitive intelligence, cognit
 author: eric-urban
 ms.service: azure-ai-services
 ms.topic: quickstart
-ms.date: 8/1/2024
+ms.date: 11/06/2024
 ms.author: eur
 ms.custom:
   - subject-armqs
diff --git a/articles/ai-services/language-service/native-document-support/use-native-documents.md b/articles/ai-services/language-service/native-document-support/use-native-documents.md
@@ -6,7 +6,7 @@ author: laujan
 manager: nitinme
 ms.service: azure-ai-language
 ms.topic: how-to
-ms.date: 06/20/2024
+ms.date: 11/19/2024
 ms.author: lajanuar
 ---
 
@@ -21,8 +21,6 @@ ms.author: lajanuar
 
 > [!IMPORTANT]
 >
-> * Native document support is a gated preview. To request access to the native document support feature, complete and submit the [**Apply for access to Language Service previews**](https://aka.ms/gating-native-document) form.
->
 > * Azure AI Language public preview releases provide early access to features that are in active development.
 > * Features, approaches, and processes may change, prior to General Availability (GA), based on user feedback.
 
@@ -213,7 +211,7 @@ For this quickstart, you need a **source document** uploaded to your **source co
 1. Here's the preliminary structure of the POST request:
 
    ```bash
-      POST {your-language-endpoint}/language/analyze-documents/jobs?api-version=2023-11-15-preview
+      POST {your-language-endpoint}/language/analyze-documents/jobs?api-version=2024-11-15-preview
    ```
 
 1. Before you run the **POST** request, replace `{your-language-resource-endpoint}` and `{your-key}` with the values from your Azure portal Language service instance.
@@ -224,21 +222,21 @@ For this quickstart, you need a **source document** uploaded to your **source co
     ***PowerShell***
 
     ```powershell
-       cmd /c curl "{your-language-resource-endpoint}/language/analyze-documents/jobs?api-version=2023-11-15-preview" -i -X POST --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}" --data "@pii-detection.json"
+       cmd /c curl "{your-language-resource-endpoint}/language/analyze-documents/jobs?api-version=2024-11-15-preview" -i -X POST --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}" --data "@pii-detection.json"
     ```
 
     ***command prompt / terminal***
 
      ```bash
-        curl -v -X POST "{your-language-resource-endpoint}/language/analyze-documents/jobs?api-version=2023-11-15-preview" --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}" --data "@pii-detection.json"
+        curl -v -X POST "{your-language-resource-endpoint}/language/analyze-documents/jobs?api-version=2024-11-15-preview" --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}" --data "@pii-detection.json"
      ```
 
 1. Here's a sample response:
 
    ```http
    HTTP/1.1 202 Accepted
    Content-Length: 0
-   operation-location: https://{your-language-resource-endpoint}/language/analyze-documents/jobs/f1cc29ff-9738-42ea-afa5-98d2d3cabf94?api-version=2023-11-15-preview
+   operation-location: https://{your-language-resource-endpoint}/language/analyze-documents/jobs/f1cc29ff-9738-42ea-afa5-98d2d3cabf94?api-version=2024-11-15-preview
    apim-request-id: e7d6fa0c-0efd-416a-8b1e-1cd9287f5f81
    x-ms-region: West US 2
    Date: Thu, 25 Jan 2024 15:12:32 GMT
@@ -257,7 +255,7 @@ You receive a 202 (Success) response that includes a read-only Operation-Locatio
 1. Here's the preliminary structure of the **GET** request:
 
    ```bash
-     GET {your-language-endpoint}/language/analyze-documents/jobs/{jobId}?api-version=2023-11-15-preview
+     GET {your-language-endpoint}/language/analyze-documents/jobs/{jobId}?api-version=2024-11-15-preview
    ```
 
 1. Before you run the command, make these changes:
@@ -269,11 +267,11 @@ You receive a 202 (Success) response that includes a read-only Operation-Locatio
 ### Get request
 
 ```powershell
-    cmd /c curl "{your-language-resource-endpoint}/language/analyze-documents/jobs/{jobId}?api-version=2023-11-15-preview" -i -X GET --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}"
+    cmd /c curl "{your-language-resource-endpoint}/language/analyze-documents/jobs/{jobId}?api-version=2024-11-15-preview" -i -X GET --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}"
 ```
 
 ```bash
-    curl -v -X GET "{your-language-resource-endpoint}/language/analyze-documents/jobs/{jobId}?api-version=2023-11-15-preview" --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}"
+    curl -v -X GET "{your-language-resource-endpoint}/language/analyze-documents/jobs/{jobId}?api-version=2024-11-15-preview" --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}"
 ```
 
 #### Examine the response
@@ -380,21 +378,21 @@ Before you run the **POST** request, replace `{your-language-resource-endpoint}`
   ***PowerShell***
 
   ```powershell
-   cmd /c curl "{your-language-resource-endpoint}/language/analyze-documents/jobs?api-version=2023-11-15-preview" -i -X POST --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}" --data "@document-summarization.json"
+   cmd /c curl "{your-language-resource-endpoint}/language/analyze-documents/jobs?api-version=2024-11-15-preview" -i -X POST --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}" --data "@document-summarization.json"
   ```
 
   ***command prompt / terminal***
 
   ```bash
-  curl -v -X POST "{your-language-resource-endpoint}/language/analyze-documents/jobs?api-version=2023-11-15-preview" --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}" --data "@document-summarization.json"
+  curl -v -X POST "{your-language-resource-endpoint}/language/analyze-documents/jobs?api-version=2024-11-15-preview" --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}" --data "@document-summarization.json"
   ```
 
 Here's a sample response:
 
    ```http
    HTTP/1.1 202 Accepted
    Content-Length: 0
-   operation-location: https://{your-language-resource-endpoint}/language/analyze-documents/jobs/f1cc29ff-9738-42ea-afa5-98d2d3cabf94?api-version=2023-11-15-preview
+   operation-location: https://{your-language-resource-endpoint}/language/analyze-documents/jobs/f1cc29ff-9738-42ea-afa5-98d2d3cabf94?api-version=2024-11-15-preview
    apim-request-id: e7d6fa0c-0efd-416a-8b1e-1cd9287f5f81
    x-ms-region: West US 2
    Date: Thu, 25 Jan 2024 15:12:32 GMT
@@ -412,8 +410,8 @@ You receive a 202 (Success) response that includes a read-only Operation-Locatio
 
 1. Here's the structure of the **GET** request:
 
-   ```http
-   GET {cognitive-service-endpoint}/language/analyze-documents/jobs/{jobId}?api-version=2023-11-15-preview
+   ```bash
+   GET {cognitive-service-endpoint}/language/analyze-documents/jobs/{jobId}?api-version=2024-11-15-preview
    ```
 
 1. Before you run the command, make these changes:
@@ -425,11 +423,11 @@ You receive a 202 (Success) response that includes a read-only Operation-Locatio
 ### Get request
 
 ```powershell
-    cmd /c curl "{your-language-resource-endpoint}/language/analyze-documents/jobs/{jobId}?api-version=2023-11-15-preview" -i -X GET --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}"
+    cmd /c curl "{your-language-resource-endpoint}/language/analyze-documents/jobs/{jobId}?api-version=2024-11-15-preview" -i -X GET --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}"
 ```
 
 ```bash
-    curl -v -X GET "{your-language-resource-endpoint}/language/analyze-documents/jobs/{jobId}?api-version=2023-11-15-preview" --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}"
+    curl -v -X GET "{your-language-resource-endpoint}/language/analyze-documents/jobs/{jobId}?api-version=2024-11-15-preview" --header "Content-Type: application/json" --header "Ocp-Apim-Subscription-Key: {your-key}"
 ```
 
 #### Examine the response
diff --git a/articles/ai-services/language-service/personally-identifiable-information/concepts/conversations-entity-categories.md b/articles/ai-services/language-service/personally-identifiable-information/concepts/conversations-entity-categories.md
@@ -154,8 +154,6 @@ This category contains the following entities:
         Any numeric or alphanumeric identifier that could contain any PII information. 
         Examples:   
             * Case Number 
-            * Driver's license
-            * Medicare Beneficiary Identifier (MBI)
             * Member Number 
             * Ticket number 
             * Bank account number 
diff --git a/articles/ai-services/language-service/whats-new.md b/articles/ai-services/language-service/whats-new.md
@@ -17,11 +17,15 @@ Azure AI Language is updated on an ongoing basis. To stay up-to-date with recent
 
 ## November 2024
 
-* [Native document support](native-document-support/use-native-documents.md) is now available in public preview `20224-11-15-preview` without gated preview limitations.
+* [Native document support](native-document-support/use-native-documents.md) is now available in public preview `2024-11-15-preview` without gated preview limitations.
+
+## October 2024
+
+* Custom language service features enable you to deploy your project to multiple [resources within a single region](concepts/custom-features/multi-region-deployment.md) via the API, so that you can use your custom model wherever you need.
 
 ## September 2024
 
-* PII detection now has container support. See more details in the Azure Update post: [Announcing Text PII Redaction Container Release](https://techcommunity.microsoft.com/t5/ai-azure-ai-services-blog/announcing-text-pii-redaction-container-release/ba-p/4264655).
+* PII detection now has container support. See more details in the Azure Update post: [Announcing Text PII Redaction Container Release](https://techcommunity.microsoft.com/blog/azure-ai-services-blog/announcing-text-pii-redaction-container-release/4264655).
 * Custom sentiment analysis (preview) will be retired on January 10th, 2025. Please transition to other custom model training services, such as custom text classification in Azure AI Language, by that date.  See more details in the Azure Update post: [Retirement: Announcing upcoming retirement of custom sentiment analysis (preview) in Azure AI Language (microsoft.com)](https://azure.microsoft.com/updates/v2/custom-sentiment-analysis-retirement).
 * Custom text analytics for health (preview) will be retired on January 10th, 2025. Please transition to other custom model training services, such as custom named entity recognition in Azure AI Language, by that date.  See more details in the Azure Update post: [Retirement: Announcing upcoming retirement of custom text analytics for health (preview) in Azure AI Language (microsoft.com)](https://azure.microsoft.com/updates/v2/custom-text-analytics-for-health-retirement).
 
@@ -31,7 +35,7 @@ Azure AI Language is updated on an ongoing basis. To stay up-to-date with recent
 
 ## July 2024
 
-* [Conversational PII redaction](https://techcommunity.microsoft.com/t5/ai-azure-ai-services-blog/announcing-conversational-pii-detection-service-s-general/ba-p/4162881) service in English-language contexts is now Generally Available (GA).
+* [Conversational PII redaction](https://techcommunity.microsoft.com/blog/ai-azure-ai-services-blog/announcing-conversational-pii-detection-service-s-general/4162881) service in English-language contexts is now Generally Available (GA).
 * Conversation Summarization now supports 12 additional languages in preview as listed [here](summarization/language-support.md).
 * Summarization Meeting or Conversation Chapter titles features will now support reduced length to focus on the key topics.
 * Enable support for data augmentation for diacritics to generate variations of training data for diacritic variations used in some natural languages which is especially useful for Germanic and Slavic languages. 
diff --git a/articles/ai-services/luis/client-libraries-rest-api.md b/articles/ai-services/luis/client-libraries-rest-api.md
@@ -2,12 +2,12 @@
 title: "Quickstart: Language Understanding (LUIS) SDK client libraries and REST API"
 description: Create and query a LUIS app with the LUIS SDK client libraries and REST API.
 ms.topic: quickstart
-ms.date: 01/19/2024
+ms.date: 11/06/2024
 ms.service: azure-ai-language
-ms.author: aahi
+ms.author: jboback
 manager: nitinme
 ms.subservice: azure-ai-luis
-author: aahill
+author: jboback
 keywords: Azure, artificial intelligence, ai, natural language processing, nlp, LUIS, azure luis, natural language understanding, ai chatbot, chatbot maker,  understanding natural language
 ms.devlang: csharp
 # ms.devlang: csharp, javascript, python
diff --git a/articles/ai-services/luis/concepts/entities.md b/articles/ai-services/luis/concepts/entities.md
@@ -3,13 +3,13 @@ title: Entities
 titleSuffix: Azure AI services
 description: Entities concepts
 #services: cognitive-services
-ms.author: aahi
-author: aahill
+ms.author: jboback
+author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.subservice: azure-ai-luis
 ms.topic: conceptual
-ms.date: 01/19/2024
+ms.date: 11/06/2024
 ---
 
 # Entity types
@@ -23,10 +23,10 @@ An entity is an item or an element that is relevant to the user's intent. Entiti
 | Utterance | Intent predicted | Entities extracted | Explanation |
 |--|--|--|--|
 | Hello, how are you? | Greeting | - | Nothing to extract. |
-| I want to order a small pizza | orderPizza | 'small' | 'Size' entity is extracted as 'small'. |
-| Turn off bedroom light | turnOff | 'bedroom' | 'Room' entity is extracted as 'bedroom'. |
-| Check balance in my savings account ending in 4406 | checkBalance | 'savings', '4406' | 'accountType' entity is extracted as 'savings' and 'accountNumber' entity is extracted as '4406'. |
-| Buy 3 tickets to New York | buyTickets | '3', 'New York' | 'ticketsCount' entity is extracted as '3' and 'Destination' entity is extracted as 'New York". |
+| I want to order a small pizza | orderPizza | 'small' | 'Size' entity is extracted as 'small.' |
+| Turn-off bedroom light | turnOff | 'bedroom' | 'Room' entity is extracted as 'bedroom.' |
+| Check balance in my savings account ending in 4406 | checkBalance | 'savings', '4406' | 'accountType' entity is extracted as 'savings' and 'accountNumber' entity is extracted as '4406.' |
+| Buy 3 tickets to New York | buyTickets | '3', 'New York' | 'ticketsCount' entity is extracted as '3' and 'Destination' entity is extracted as 'New York." |
 
 Entities are optional but recommended. You don't need to create entities for every concept in your app, only when:
 
diff --git a/articles/ai-services/luis/index.yml b/articles/ai-services/luis/index.yml
@@ -5,9 +5,9 @@ summary: Learn how Language Understanding enables your applications to understan
 
 metadata:
   ms.topic: landing-page
-  ms.date: 01/19/2024
-  ms.author: aahi
-  author: aahill
+  ms.date: 11/06/2024
+  ms.author: jboback
+  author: jboback
   manager: nitinme
   ms.service: azure-ai-language
   ms.subservice: azure-ai-luis
diff --git a/articles/ai-services/luis/luis-container-howto.md b/articles/ai-services/luis/luis-container-howto.md
@@ -3,13 +3,13 @@ title: Install and run Docker containers for LUIS
 titleSuffix: Azure AI services
 description: Use the LUIS container to load your trained or published app, and gain access to its predictions on-premises.
 #services: cognitive-services
-author: aahill
+author: jboback
 manager: nitinme
 ms.service: azure-ai-language
 ms.subservice: azure-ai-luis
 ms.topic: how-to
-ms.date: 01/19/2024
-ms.author: aahi
+ms.date: 11/06/2024
+ms.author: jboback
 keywords: on-premises, Docker, container
 ---
 
diff --git a/articles/ai-services/openai/includes/gpt-4-turbo.md b/articles/ai-services/openai/includes/gpt-4-turbo.md
@@ -27,6 +27,9 @@ This is the replacement for the following preview models:
 
 - Azure AI specific Vision enhancements integration with GPT-4 Turbo with Vision isn't supported for `gpt-4` **Version:** `turbo-2024-04-09`. This includes Optical Character Recognition (OCR), object grounding, video prompts, and improved handling of your data with images.
 
+> [!IMPORTANT]
+> Vision enhancements preview features including Optical Character Recognition (OCR), object grounding, video prompts will be retired and no longer available once `gpt-4` Version: `vision-preview` is upgraded to `turbo-2024-04-09`. If you are currently relying on any of these preview features, this automatic model upgrade will be a breaking change.
+
 ### GPT-4 Turbo provisioned managed availability
 
 - `gpt-4` **Version:** `turbo-2024-04-09` is available for both standard and provisioned deployments. Currently the provisioned version of this model **doesn't support image/vision inference requests**. Provisioned deployments of this model only accept text input. Standard model deployments accept both text and image/vision inference requests.
diff --git a/articles/ai-studio/how-to/concept-data-privacy.md b/articles/ai-studio/how-to/concept-data-privacy.md
@@ -14,6 +14,8 @@ author: s-polly
 ---
 # Data, privacy, and security for use of models through the model catalog in AI Studio
 
+[!INCLUDE [feature-preview](../includes/feature-preview.md)]
+
 This article describes how the data that you provide is processed, used, and stored when you deploy models from the model catalog. Also see the [Microsoft Products and Services Data Protection Addendum](https://aka.ms/DPA), which governs data processing by Azure services.
 
 > [!IMPORTANT]
@@ -43,8 +45,6 @@ When you deploy a model from the model catalog (base or fine-tuned) by using ser
 
 The model processes your input prompts and generates outputs based on its functionality, as described in the model details. Your use of the model (along with the provider's accountability for the model and its outputs) is subject to the license terms for the model. Microsoft provides and manages the hosting infrastructure and API endpoint. The models hosted in this *model as a service* (MaaS) scenario are subject to Azure data, privacy, and security commitments. [Learn more about Azure compliance offerings applicable to Azure AI Studio](https://servicetrust.microsoft.com/DocumentPage/7adf2d9e-d7b5-4e71-bad8-713e6a183cf3).
 
-[!INCLUDE [feature-preview](../includes/feature-preview.md)]
-
 Microsoft acts as the data processor for prompts and outputs sent to, and generated by, a model deployed for pay-as-you-go inferencing (MaaS). Microsoft doesn't share these prompts and outputs with the model provider. Also, Microsoft doesn't use these prompts and outputs to train or improve Microsoft models, the model provider's models, or any third party's models.
 
 Models are stateless, and they don't store any prompts or outputs. If content filtering (preview) is enabled, the Azure AI Content Safety service screens prompts and outputs for certain categories of harmful content in real time. [Learn more about how Azure AI Content Safety processes data](/legal/cognitive-services/content-safety/data-privacy).
diff --git a/articles/ai-studio/how-to/develop/ai-template-get-started.md b/articles/ai-studio/how-to/develop/ai-template-get-started.md
diff --git a/articles/ai-studio/how-to/develop/llama-index.md b/articles/ai-studio/how-to/develop/llama-index.md
diff --git a/articles/ai-studio/includes/create-hub.md b/articles/ai-studio/includes/create-hub.md
diff --git a/articles/machine-learning/azure-machine-learning-ci-image-release-notes.md b/articles/machine-learning/azure-machine-learning-ci-image-release-notes.md
diff --git a/articles/machine-learning/how-to-securely-attach-databricks.md b/articles/machine-learning/how-to-securely-attach-databricks.md
diff --git a/articles/machine-learning/reference-managed-online-endpoints-vm-sku-list.md b/articles/machine-learning/reference-managed-online-endpoints-vm-sku-list.md
