Merge pull request #266218 from MicrosoftDocs/main

02/13 PM Publishing

Author: v-alje

.openpublishing.publish.config.json

@@ -1215,17 +1215,18 @@
   ".openpublishing.redirection.container-service.json",
   ".openpublishing.redirection.defender-for-cloud.json",
   ".openpublishing.redirection.defender-for-iot.json",
+  ".openpublishing.redirection.devops-project.json",
   ".openpublishing.redirection.guidance.json",
   ".openpublishing.redirection.iot-hub-device-update.json",
   ".openpublishing.redirection.key-vault.json",
   ".openpublishing.redirection.machine-configuration.json",
   ".openpublishing.redirection.marketplace.json",
   ".openpublishing.redirection.openshift.json",
   ".openpublishing.redirection.security-benchmark.json",
+  ".openpublishing.redirection.sentinel.json",
+  ".openpublishing.redirection.spring-cloud.json",
   ".openpublishing.redirection.sql-database.json",
   ".openpublishing.redirection.virtual-desktop.json",
-  ".openpublishing.redirection.devops-project.json",
-  ".openpublishing.redirection.sentinel.json",
   "articles/active-directory-b2c/.openpublishing.redirection.active-directory-b2c.json",
   "articles/ai-services/.openpublishing.redirection.ai-services-from-applied.json",
   "articles/ai-services/.openpublishing.redirection.ai-services-from-cog.json",
@@ -1290,7 +1291,6 @@
   "articles/site-recovery/.openpublishing.redirection.site-recovery.json",
   "articles/spatial-anchors/.openpublishing.redirection.spatial-anchors.json",
   "articles/spring-apps/.openpublishing.redirection.spring-apps.json",
-  "articles/spring-cloud/.openpublishing.redirection.spring-cloud.json",
   "articles/static-web-apps/.openpublishing.redirection.static-web-apps.json",
   "articles/storsimple/.openpublishing.redirection.storsimple.json",
   "articles/stream-analytics/.openpublishing.redirection.stream-analytics.json",

articles/spring-cloud/.openpublishing.redirection.spring-cloud.json renamed to .openpublishing.redirection.spring-cloud.json

@@ -17,7 +17,7 @@ ms.author: pafarley
 >
 > | Input | Examples | Read edition | Benefit |
 > |----------|--------------|-------------------------|-------------------------|
-> | **Images**: General, in-the-wild images |  labels, street signs, and posters | [OCR for images (version 4.0 preview)](../concept-ocr.md) | Optimized for general, non-document images with a performance-enhanced synchronous API that makes it easier to embed OCR in your user experience scenarios.
+> | **Images**: General, in-the-wild images |  labels, street signs, and posters | [OCR for images (version 4.0)](../concept-ocr.md) | Optimized for general, non-document images with a performance-enhanced synchronous API that makes it easier to embed OCR in your user experience scenarios.
 > | **Documents**: Digital and scanned, including images | books, articles, and reports | [Document Intelligence read model](../../../ai-services/document-intelligence/concept-read.md) | Optimized for text-heavy scanned and digital documents with an asynchronous API to help automate intelligent document processing at scale.
 >
 > **About Azure AI Vision v3.2 GA Read**

articles/ai-services/computer-vision/includes/read-editions.md

@@ -1,11 +1,11 @@
 ---
 title: Azure OpenAI Service API version retirement
-description: Learn more about API version retirement in Azure OpenAI Services
+description: Learn more about API version retirement in Azure OpenAI Services.
 services: cognitive-services
 manager: nitinme
 ms.service: azure-ai-openai
 ms.topic: conceptual 
-ms.date: 01/08/2024
+ms.date: 02/13/2024
 author: mrbullwinkle
 ms.author: mbullwin
 recommendations: false
@@ -18,10 +18,13 @@ This article is to help you understand the support lifecycle for the Azure OpenA
 
 ## Latest preview API release
 
-Azure OpenAI API version 2023-12-01-preview is currently the latest preview release.
+Azure OpenAI API version [2024-02-15-preview](https://github.com/Azure/azure-rest-api-specs/blob/main/specification/cognitiveservices/data-plane/AzureOpenAI/inference/preview/2024-02-15-preview/inference.json)
+is currently the latest preview release.
 
 This version contains support for all the latest Azure OpenAI features including:
 
+- [Assistants API](./assistants-reference.md). [**Added in 2024-02-15-preview**]
+- [DALL-E 3](./dall-e-quickstart.md). [**Added in 2023-12-01-preview**]
 - [Text to speech](./text-to-speech-quickstart.md). [**Added in 2024-02-15-preview**]
 - [Fine-tuning](./how-to/fine-tuning.md) `gpt-35-turbo`, `babbage-002`, and `davinci-002` models.[**Added in 2023-10-01-preview**]
 - [Whisper](./whisper-quickstart.md). [**Added in 2023-09-01-preview**]
@@ -38,17 +41,17 @@ On April 2, 2024 the following API preview releases will be retired and will sto
 - 2023-07-01-preview
 - 2023-08-01-preview
 
-To avoid service disruptions, you must update to use the latest preview version prior to the retirement date.
+To avoid service disruptions, you must update to use the latest preview version before the retirement date.
 
 ## Updating API versions
 
-We recommend first testing the upgrade to new API versions to confirm there is no impact to your application from the API update prior to making the change globally across your environment.
+We recommend first testing the upgrade to new API versions to confirm there's no impact to your application from the API update before making the change globally across your environment.
 
-If you are using the OpenAI Python client library or the REST API, you will need to update your code directly to the latest preview API version.
+If you're using the OpenAI Python client library or the REST API, you'll need to update your code directly to the latest preview API version.
 
-If you are using one of the Azure OpenAI SDKs for C#, Go, Java, or JavaScript you will instead need to update to the latest version of the SDK. Each SDK release is hardcoded to work with specific versions of the Azure OpenAI API.
+If you're using one of the Azure OpenAI SDKs for C#, Go, Java, or JavaScript you'll instead need to update to the latest version of the SDK. Each SDK release is hardcoded to work with specific versions of the Azure OpenAI API.
 
 ## Next steps
 
 - [Learn more about Azure OpenAI](overview.md)
-- [Learn about working with Azure OpenAI models](./how-to/working-with-models.md)
+- [Learn about working with Azure OpenAI models](./how-to/working-with-models.md)