Merge pull request #2857 from MicrosoftDocs/main

2/10/2025 PM Publish

Author: Taojunshen

articles/ai-foundry/model-inference/how-to/quickstart-ai-project.md

@@ -125,10 +125,10 @@ You can use any of the supported SDKs to get predictions out from the endpoint.
 
 * OpenAI SDK
 * Azure OpenAI SDK
-* Azure AI Inference SDK
-* Azure AI Foundry SDK
+* Azure AI Inference package
+* Azure AI Projects package
 
-See the [supported languages and SDKs](../supported-languages.md) section for more details and examples. The following example shows how to use the Azure AI model inference SDK with the newly deployed model:
+See the [supported languages and SDKs](../supported-languages.md) section for more details and examples. The following example shows how to use the Azure AI Inference package with the newly deployed model:
 
 [!INCLUDE [code-create-chat-client](../includes/code-create-chat-client.md)]
 

articles/ai-foundry/model-inference/includes/feature-preview.md

@@ -3,7 +3,7 @@ title: include file
 description: include file
 author: msakande
 ms.author: mopeakande
-ms.service: azure-ai-studio
+ms.service: azure-ai-foundry
 ms.topic: include
 ms.date: 1/28/2025
 ms.custom: include file

articles/ai-foundry/model-inference/reference/reference-model-inference-api.md

@@ -3,7 +3,7 @@ title: Azure AI Model Inference API
 titleSuffix: Azure AI Foundry
 description: Learn about how to use the Azure AI Model Inference API
 manager: scottpolly
-ms.service: azure-ai-studio
+ms.service: azure-ai-foundry
 ms.topic: conceptual
 ms.date: 01/31/2025
 ms.reviewer: fasantia 

articles/ai-foundry/model-inference/reference/reference-model-inference-chat-completions.md

@@ -3,7 +3,7 @@ title: Azure AI Model Inference Chat Completions
 titleSuffix: Azure AI Foundry
 description: Reference for Azure AI Model Inference Chat Completions API
 manager: scottpolly
-ms.service: azure-ai-studio
+ms.service: azure-ai-foundry
 ms.topic: conceptual
 ms.date: 01/28/2025
 ms.reviewer: fasantia 

articles/ai-foundry/model-inference/reference/reference-model-inference-embeddings.md

@@ -3,7 +3,7 @@ title: Azure AI Model Inference Embeddings API
 titleSuffix: Azure AI Foundry
 description: Reference for Azure AI Model Inference Embeddings API
 manager: scottpolly
-ms.service: azure-ai-studio
+ms.service: azure-ai-foundry
 ms.topic: conceptual
 ms.date: 01/28/2025
 ms.reviewer: fasantia 

articles/ai-foundry/model-inference/reference/reference-model-inference-images-embeddings.md

@@ -3,7 +3,7 @@ title: Azure AI Model Inference Image Embeddings
 titleSuffix: Azure AI Foundry
 description: Reference for Azure AI Model Inference Image Embeddings API
 manager: scottpolly
-ms.service: azure-ai-studio
+ms.service: azure-ai-foundry
 ms.topic: conceptual
 ms.date: 01/28/2025
 ms.reviewer: fasantia 

articles/ai-foundry/model-inference/reference/reference-model-inference-info.md

@@ -3,7 +3,7 @@ title: Azure AI Model Inference Get Info
 titleSuffix: Azure AI Foundry
 description: Reference for Azure AI Model Inference Get Info API
 manager: scottpolly
-ms.service: azure-ai-studio
+ms.service: azure-ai-foundry
 ms.topic: conceptual
 ms.date: 01/28/2025
 ms.reviewer: fasantia 

articles/ai-services/anomaly-detector/includes/quickstarts/anomaly-detector-client-library-csharp.md

@@ -10,7 +10,7 @@ ms.date: 01/18/2024
 ms.author: mbullwin
 ---
 
-<a href="https://aka.ms/anomaly-detector-dotnet-ref" target="_blank">Library reference documentation</a> |<a href="https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/anomalydetector" target="_blank">Library source code</a> | <a href="https://www.nuget.org/packages/Azure.AI.AnomalyDetector/3.0.0-preview.5" target="_blank">Package (NuGet)</a> |<a href="https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/anomalydetector/Azure.AI.AnomalyDetector/samples" target="_blank">Find the sample code on GitHub</a>
+<a href="/dotnet/api/overview/azure/ai.anomalydetector-readme" target="_blank">Library reference documentation</a> |<a href="https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/anomalydetector" target="_blank">Library source code</a> | <a href="https://www.nuget.org/packages/Azure.AI.AnomalyDetector/3.0.0-preview.5" target="_blank">Package (NuGet)</a> |<a href="https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/anomalydetector/Azure.AI.AnomalyDetector/samples" target="_blank">Find the sample code on GitHub</a>
 
 Get started with the Anomaly Detector client library for C#. Follow these steps to install the package start using the algorithms provided by the service. The Anomaly Detector service enables you to find abnormalities in your time series data by automatically using the best-fitting models on it, regardless of industry, scenario, or data volume.
 

articles/ai-services/anomaly-detector/includes/quickstarts/anomaly-detector-client-library-javascript.md

@@ -11,7 +11,7 @@ ms.author: mbullwin
 ms.custom: devx-track-js
 ---
 
-<a href="https://go.microsoft.com/fwlink/?linkid=2090788" target="_blank">Library reference documentation</a> |<a href="https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/anomalydetector" target="_blank">Library source code</a> | <a href="https://www.npmjs.com/package/%40azure/ai-anomaly-detector" target="_blank">Package (npm)</a> |<a href="https://github.com/Azure-Samples/cognitive-services-quickstart-code/tree/master/javascript/AnomalyDetector" target="_blank">Find the sample code on GitHub</a>
+<a href="/javascript/api/overview/azure/ai-anomaly-detector-readme" target="_blank">Library reference documentation</a> |<a href="https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/anomalydetector" target="_blank">Library source code</a> | <a href="https://www.npmjs.com/package/%40azure/ai-anomaly-detector" target="_blank">Package (npm)</a> |<a href="https://github.com/Azure-Samples/cognitive-services-quickstart-code/tree/master/javascript/AnomalyDetector" target="_blank">Find the sample code on GitHub</a>
 
 Get started with the Anomaly Detector client library for JavaScript. Follow these steps to install the package, and start using the algorithms provided by the service. The Anomaly Detector service enables you to find abnormalities in your time series data by automatically using the best-fitting model on it, regardless of industry, scenario, or data volume.
 

articles/ai-services/anomaly-detector/includes/quickstarts/anomaly-detector-client-library-python.md

@@ -11,7 +11,7 @@ ms.author: mbullwin
 recommendations: false
 ---
 
-<a href="https://go.microsoft.com/fwlink/?linkid=2090370" target="_blank">Library reference documentation</a> |<a href="https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/anomalydetector/azure-ai-anomalydetector" target="_blank">Library source code</a> | <a href="https://pypi.org/project/azure-ai-anomalydetector/" target="_blank">Package (PyPi)</a> |<a href="https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/anomalydetector/azure-ai-anomalydetector/samples" target="_blank">Find the sample code on GitHub</a>
+<a href="/python/api/overview/azure/ai-anomalydetector-readme" target="_blank">Library reference documentation</a> |<a href="https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/anomalydetector/azure-ai-anomalydetector" target="_blank">Library source code</a> | <a href="https://pypi.org/project/azure-ai-anomalydetector/" target="_blank">Package (PyPi)</a> |<a href="https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/anomalydetector/azure-ai-anomalydetector/samples" target="_blank">Find the sample code on GitHub</a>
 
 Get started with the Anomaly Detector client library for Python. Follow these steps to install the package and start using the algorithms provided by the service. The Anomaly Detector service enables you to find abnormalities in your time series data by automatically using the best-fitting models on it, regardless of industry, scenario, or data volume.