Merge pull request #5890 from MicrosoftDocs/main

Merged by Learn.Build PR Management system

Author: learn-build-service-prod[bot]

articles/ai-foundry/index.yml

@@ -10,7 +10,7 @@ metadata:
   author: eric-urban
   ms.author: eur
   manager: nitinme
-  ms.date: 5/19/2025
+  ms.date: 7/4/2025
   ms.service: azure-ai-foundry
   ms.topic: hub-page
   ms.custom:
@@ -92,6 +92,8 @@ productDirectory:
     - title: Azure AI Search
       imageSrc: ~/reusable-content/ce-skilling/azure/media/ai-services/search.svg
       links:
+        - url: /azure/search/search-get-started-agentic-retrieval
+          text: Agentic retrieval
         - url: /azure/search
           text: Bring AI-powered cloud search to your mobile and web applications
         - url: /azure/search/tutorial-rag-build-solution
@@ -180,8 +182,8 @@ additionalContent:
               url: ../ai-services/document-intelligence/index.yml
             - text: Face
               url: ../ai-services/computer-vision/overview-identity.md
-            - text: Custom Vision
-              url: ../ai-services/translator/index.yml
+            - text: Vision
+              url: ../ai-services/computer-vision/index.yml
             - text: Immersive Reader
               url: ../ai-services/immersive-reader/index.yml
         - title: Training & certification

articles/machine-learning/azure-machine-learning-ci-image-release-notes.md

@@ -18,6 +18,16 @@ In this article, learn about Azure Machine Learning compute instance image relea
 
 Azure Machine Learning checks and validates any machine learning packages that might require an upgrade. Updates incorporate the latest OS-related patches from Canonical as the original Linux OS publisher. In addition to patches applied by the original publisher, Azure Machine Learning updates system packages when updates are available. For details on the patching process, see [Vulnerability Management](./concept-vulnerability-management.md).
 
+> [!NOTE]
+> Although some environment names (such as azureml_py38) might suggest Python 3.8, all default environments available in the compute instance are configured with Python version 3.10. 
+> The available environments include:
+> - azureml_py310_sdkv2 – /anaconda/envs/azureml_py310_sdkv2
+> - azureml_py38 – /anaconda/envs/azureml_py38
+> - azureml_py38_PT_TF – /anaconda/envs/azureml_py38_PT_TF
+> 
+> Despite the environment names, users should expect Python 3.10 across all Conda environments in the compute instance.
+
+
 Main updates provided with each image version are described in the below sections.
 
 ##  February 11, 2025