Merge pull request #269434 from MicrosoftDocs/main

Publish to live, Tuesday 4 AM PST, 3/19

.openpublishing.redirection.json

@@ -6765,6 +6765,11 @@
             "redirect_url": "/azure/scheduler/migrate-from-scheduler-to-logic-apps",
             "redirect_document_id": false
         },
+        {
+            "source_path_from_root": "/articles/search/search-get-started-retrieval-augmented-generation.md",
+            "redirect_url": "/azure/ai-services/openai/use-your-data-quickstart",
+            "redirect_document_id": false
+        },
         {
             "source_path_from_root": "/articles/search/cognitive-search-tutorial-blob-python.md",
             "redirect_url": "/azure/search/samples-python",

articles/advisor/advisor-resiliency-reviews.md

@@ -85,8 +85,8 @@ Select **Manage** > **Reviews (Preview)** in the left navigation pane. A list of
 
 At the top of the reviews page, use **Feedback** to tell us about your experience. Use the **Refresh** button to refresh the page as needed.
 
-[!NOTE]
-If you have no reviews, the **Reviews** menu item in the left navigation is greyed out.
+> [!NOTE]
+> If you have no reviews, the **Reviews** menu item in the left navigation is greyed out.
 
 ### Review recommendations
 
@@ -133,8 +133,8 @@ From a review recommendations details page:
 1. You can reject multiple recommendations at a time using the checkbox control, and the same reason for rejection is applied to all selected recommendations. If you need to select a different reason, reject one recommendation at a time.
 1. If you reject a recommendation by mistake, select **Reset** to move it back to the pending state and tab.
 
-[!NOTE]
-The reason for the rejection is visible to your account team. It helps them understand workload context and your business priorities better. Additionally, Microsoft uses this information to improve the quality of recommendations.
+> [!NOTE]
+> The reason for the rejection is visible to your account team. It helps them understand workload context and your business priorities better. Additionally, Microsoft uses this information to improve the quality of recommendations.
 
 ## Implement recommendations
 
@@ -155,8 +155,8 @@ The recommendations are grouped by type:
 * **Reviews**: These recommendations are part of a review for a selected workload.
 * **Automated**: These recommendations are the standard Advisor recommendations for the selected subscriptions.
 
-[!NOTE]
-If none of your resiliency review recommendations are in the *Accepted* state, the **Reviews** tab is hidden.
+> [!NOTE]
+> If none of your resiliency review recommendations are in the *Accepted* state, the **Reviews** tab is hidden.
 
 :::image type="content" source="./media/resiliency-reviews/resiliency-review-recommendation-list-accepted.png" alt-text="Screenshot of the Azure Advisor Resiliency Reviews recommendations page of accepted recommendations." lightbox="./media/resiliency-reviews/resiliency-review-recommendation-list-accepted.png":::
 

articles/ai-services/computer-vision/concept-detecting-faces.md

@@ -17,14 +17,10 @@ ms.author: pafarley
 Image Analysis 3.2 can detect human faces within an image and generate rectangle coordinates for each detected face.
 
 > [!NOTE]
-> This feature is also offered by the dedicated [Face](./overview-identity.md) service. Use this alternative for more detailed face analysis, including face identification and head pose detection.
+> This feature is also offered by the dedicated [Azure AI Face](./overview-identity.md) service. Use that alternative for more detailed face analysis, including face identification and head pose detection.
 
 [!INCLUDE [Sensitive attributes notice](./includes/identity-sensitive-attributes.md)]
 
-Try out the face detection features quickly and easily in your browser using Vision Studio.
-
-> [!div class="nextstepaction"]
-> [Try Vision Studio](https://portal.vision.cognitive.azure.com/)
 
 ## Face detection examples
 
@@ -55,7 +51,7 @@ The following example demonstrates the JSON response returned by Analyze API for
 }
 ```
 
-The next example demonstrates the JSON response returned for an image containing multiple human faces.
+The next example demonstrates the JSON response returned for an image containing multiple faces.
 
 ![Vision Analyze Family Photo Face](./Images/family_photo_face.png)
 

articles/ai-services/computer-vision/faq.yml

@@ -24,7 +24,7 @@ sections:
       - question: |
           How can I increase the transactions-per-second (TPS) allowed by the service?
         answer: |
-          The free (S0) tier only allows 20 transactions per minute. Upgrade to the S1 tier to get up to 30 transactions per second. If you're seeing the error code 429 and the "Too many requests" error message, [submit an Azure support ticket](https://azure.microsoft.com/support/create-ticket/) to raise your TPS to 50 or higher with a brief business justification. [Azure AI Vision pricing](https://azure.microsoft.com/pricing/details/cognitive-services/computer-vision/#pricing).
+          The free (S0) tier only allows 20 transactions per minute. Upgrade to the S1 tier to get up to 20 transactions per second. If you're seeing the error code 429 and the "Too many requests" error message, [submit an Azure support ticket](https://azure.microsoft.com/support/create-ticket/) to raise your TPS to 50 or higher with a brief business justification. [Azure AI Vision pricing](https://azure.microsoft.com/pricing/details/cognitive-services/computer-vision/#pricing).
 
       - question: |
           The service is throwing an error because my image file is too large. How can I work around this?

articles/ai-services/computer-vision/language-support.md

@@ -7,7 +7,7 @@ author: PatrickFarley
 manager: nitinme
 ms.service: azure-ai-vision
 ms.topic: conceptual
-ms.date: 02/27/2024
+ms.date: 03/11/2024
 ms.author: pafarley
 ---
 
@@ -17,15 +17,13 @@ Some capabilities of Azure AI Vision support multiple languages; any capabilitie
 
 ## Optical Character Recognition (OCR)
 
-The Azure AI Vision [Read API](./overview-ocr.md) supports many languages. The `Read` API can extract text from images and documents with mixed languages, including from the same text line, without requiring a language parameter.
+The Azure AI Vision [Read API](./overview-ocr.md) supports many languages. The `Read` API can extract text from images and documents with mixed languages, including from the same text line, without requiring a language parameter. See [How to specify the `Read` model](./how-to/call-read-api.md#determine-how-to-process-the-data-optional) to use the new languages.
 
 > [!NOTE]
 > **Language code optional**
 >
 > `Read` OCR's deep-learning-based universal models extract all multi-lingual text in your documents, including text lines with mixed languages, and do not require specifying a language code. Do not provide the language code as the parameter unless you are sure about the language and want to force the service to apply only the relevant model. Otherwise, the service may return incomplete and incorrect text.
 
-See [How to specify the `Read` model](./how-to/call-read-api.md#determine-how-to-process-the-data-optional) to use the new languages.
-
 ### Handwritten text
 
 The following table lists the OCR supported languages for handwritten text by the most recent `Read` GA model.
@@ -129,62 +127,62 @@ The following table lists the OCR supported languages for print text by the most
 
 ## Analyze image
 
-Some features of the [Analyze - Image](https://westcentralus.dev.cognitive.microsoft.com/docs/services/computer-vision-v3-1-ga/operations/56f91f2e778daf14a499f21b) API can return results in other languages, specified with the `language` query parameter. Other actions return results in English regardless of what language is specified, and others throw an exception for unsupported languages. Actions are specified with the `visualFeatures` and `details` query parameters; see the [Overview](overview-image-analysis.md) for a list of all the actions you can do with image analysis. Languages for tagging are only available in API version 3.2 or later.
+Some features of the [Analyze - Image](https://westcentralus.dev.cognitive.microsoft.com/docs/services/computer-vision-v3-1-ga/operations/56f91f2e778daf14a499f21b) API can return results in other languages, specified with the `language` query parameter. Other actions return results in English regardless of what language is specified, and others throw an exception for unsupported languages. Actions are specified with the `visualFeatures` and `details` query parameters; see the [Overview](overview-image-analysis.md) for a list of all the actions you can do with the Analyze API, or follow the [How-to guide](/azure/ai-services/computer-vision/how-to/call-analyze-image-40) to try them out.
 
-|Language | Language code | Categories | Tags | Description | Adult | Brands | Color | Faces | ImageType | Objects | Celebrities | Landmarks | Captions/Dense captions|
-|:---|:---:|:----:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:--:|
-|Arabic |`ar`| | ✅| |||||| ||||
-|Azerbaijani |`az`| | ✅| |||||| ||||
-|Bulgarian |`bg`| | ✅| |||||| ||||
-|Bosnian Latin |`bs`| | ✅| |||||| ||||
-|Catalan |`ca`| | ✅| |||||| ||||
-|Czech |`cs`| | ✅| |||||| ||||
-|Welsh |`cy`| | ✅| |||||| ||||
-|Danish |`da`| | ✅| |||||| ||||
-|German |`de`| | ✅| |||||| ||||
-|Greek |`el`| | ✅| |||||| ||||
-|English |`en`|✅ | ✅| ✅|✅|✅|✅|✅|✅|✅|✅|✅|✅|
-|Spanish |`es`|✅ | ✅| ✅|||||| |✅|✅||
-|Estonian |`et`| | ✅| |||||| ||||
-|Basque |`eu`| | ✅| |||||| ||||
-|Finnish |`fi`| | ✅| |||||| ||||
-|French |`fr`| | ✅| |||||| ||||
-|Irish |`ga`| | ✅| |||||| ||||
-|Galician |`gl`| | ✅| |||||| ||||
-|Hebrew |`he`| | ✅| |||||| ||||
-|Hindi |`hi`| | ✅| |||||| ||||
-|Croatian |`hr`| | ✅| |||||| ||||
-|Hungarian |`hu`| | ✅| |||||| ||||
-|Indonesian |`id`| | ✅| |||||| ||||
-|Italian |`it`| | ✅| |||||| ||||
-|Japanese  |`ja`|✅ | ✅| ✅|||||| |✅|✅||
-|Kazakh |`kk`| | ✅| |||||| ||||
-|Korean |`ko`| | ✅| |||||| ||||
-|Lithuanian |`lt`| | ✅| |||||| ||||
-|Latvian |`lv`| | ✅| |||||| ||||
-|Macedonian |`mk`| | ✅| |||||| ||||
-|Malay  Malaysia |`ms`| | ✅| |||||| ||||
-|Norwegian (Bokmal) |`nb`| | ✅| |||||| ||||
-|Dutch |`nl`| | ✅| |||||| ||||
-|Polish |`pl`| | ✅| |||||| ||||
-|Dari |`prs`| | ✅| |||||| ||||
-| Portuguese-Brazil|`pt-BR`| | ✅| |||||| ||||
-| Portuguese-Portugal |`pt`|✅ | ✅| ✅|||||| |✅|✅||
-| Portuguese-Portugal |`pt-PT`| | ✅| |||||| ||||
-|Romanian |`ro`| | ✅| |||||| ||||
-|Russian |`ru`| | ✅| |||||| ||||
-|Slovak |`sk`| | ✅| |||||| ||||
-|Slovenian |`sl`| | ✅| |||||| ||||
-|Serbian - Cyrillic RS |`sr-Cryl`| | ✅| |||||| ||||
-|Serbian - Latin RS |`sr-Latn`| | ✅| |||||| ||||
-|Swedish |`sv`| | ✅| |||||| ||||
-|Thai |`th`| | ✅| |||||| ||||
-|Turkish |`tr`| | ✅| |||||| ||||
-|Ukrainian |`uk`| | ✅| |||||| ||||
-|Vietnamese |`vi`| | ✅| |||||| ||||
-|Chinese Simplified |`zh`|✅ | ✅| ✅|||||| |✅|✅||
-|Chinese Simplified |`zh-Hans`| | ✅| |||||| ||||
-|Chinese Traditional |`zh-Hant`| | ✅| |||||| ||||
+| Language | Language code | Categories | Tags | Description | Adult, Brands, Color, Faces, ImageType, Objects | Celebrities, Landmarks | Captions, Dense captions|
+|:---|:---:|:----:|:---:|:---:|:---:|:---:|:--:|
+|Arabic |`ar`| | ✅| ||||
+|Azerbaijani |`az`| | ✅| ||||
+|Bulgarian |`bg`| | ✅| ||||
+|Bosnian Latin |`bs`| | ✅| ||||
+|Catalan |`ca`| | ✅| ||||
+|Czech |`cs`| | ✅| ||||
+|Welsh |`cy`| | ✅| ||||
+|Danish |`da`| | ✅| ||||
+|German |`de`| | ✅| ||||
+|Greek |`el`| | ✅| ||||
+|English |`en`|✅ | ✅| ✅|✅|✅|✅|
+|Spanish |`es`|✅ | ✅| ✅||✅||
+|Estonian |`et`| | ✅| ||||
+|Basque |`eu`| | ✅| ||||
+|Finnish |`fi`| | ✅| ||||
+|French |`fr`| | ✅| ||||
+|Irish |`ga`| | ✅| ||||
+|Galician |`gl`| | ✅| ||||
+|Hebrew |`he`| | ✅| ||||
+|Hindi |`hi`| | ✅| ||||
+|Croatian |`hr`| | ✅| ||||
+|Hungarian |`hu`| | ✅| ||||
+|Indonesian |`id`| | ✅| ||||
+|Italian |`it`| | ✅| ||||
+|Japanese  |`ja`|✅ | ✅| ✅||✅||
+|Kazakh |`kk`| | ✅| ||||
+|Korean |`ko`| | ✅| ||||
+|Lithuanian |`lt`| | ✅| ||||
+|Latvian |`lv`| | ✅| ||||
+|Macedonian |`mk`| | ✅| ||||
+|Malay  Malaysia |`ms`| | ✅| ||||
+|Norwegian (Bokmal) |`nb`| | ✅| ||||
+|Dutch |`nl`| | ✅| |||
+|Polish |`pl`| | ✅| |||
+|Dari |`prs`| | ✅| |||
+| Portuguese-Brazil|`pt-BR`| | ✅| ||||
+| Portuguese-Portugal |`pt`|✅ | ✅| ✅||✅||
+| Portuguese-Portugal |`pt-PT`| | ✅| ||||
+|Romanian |`ro`| | ✅| ||||
+|Russian |`ru`| | ✅| ||||
+|Slovak |`sk`| | ✅| ||||
+|Slovenian |`sl`| | ✅| ||||
+|Serbian - Cyrillic RS |`sr-Cryl`| | ✅| ||||
+|Serbian - Latin RS |`sr-Latn`| | ✅| ||||
+|Swedish |`sv`| | ✅| ||||
+|Thai |`th`| | ✅| ||||
+|Turkish |`tr`| | ✅| ||||
+|Ukrainian |`uk`| | ✅| ||||
+|Vietnamese |`vi`| | ✅| ||||
+|Chinese Simplified |`zh`|✅ | ✅| ✅| |✅||
+|Chinese Simplified |`zh-Hans`| | ✅| ||||
+|Chinese Traditional |`zh-Hant`| | ✅| ||||
 
 ## Multimodal embeddings