Merge pull request #6013 from MicrosoftDocs/repo_sync_working_branch

Confirm merge from repo_sync_working_branch to main to sync with https://github.com/MicrosoftDocs/azure-ai-docs (branch main)

Author: Taojunshen

articles/ai-foundry/concepts/evaluation-evaluators/azure-openai-graders.md

@@ -31,8 +31,8 @@ from dotenv import load_dotenv
 load_dotenv()
 
 model_config = AzureOpenAIModelConfiguration(
-    azure_endpoint=os.environ["AZURE_ENDPOINT"],
-    api_key=os.environ.get["AZURE_API_KEY"],
+    azure_endpoint=os.environ.get("AZURE_ENDPOINT"),
+    api_key=os.environ.get("AZURE_API_KEY"),
     azure_deployment=os.environ.get("AZURE_DEPLOYMENT_NAME"),
     api_version=os.environ.get("AZURE_API_VERSION"),
 )
@@ -193,7 +193,7 @@ sim_grader_evaluation = evaluate(
         "similarity": sim_grader
     },
 )
-evaluation
+sim_grader_evaluation
 ```
 
 ### Text similarity output

articles/search/cognitive-search-attach-cognitive-services.md

@@ -35,7 +35,7 @@ To attach an Azure AI multi-service resource, you must provide connection inform
 ## Prerequisites
 
 + Connectivity over a public endpoint, unless your search service meets the creation date, tier, and region requirements for private connections to an Azure AI services multi-service resource.
-+ [Azure AI multi-service resource](/azure/ai-services/multi-service-resource) created via the [Azure portal[(https://portal.azure.com) only.
++ [Azure AI multi-service resource](/azure/ai-services/multi-service-resource) created via the [Azure portal](https://portal.azure.com) only.
 
 > [!NOTE]
 > If your Azure AI resource is configured to use a private endpoint, Azure AI Search can connect [using a shared private link](search-indexer-howto-access-private.md) For more information, see the [requirements and limits for using shared private links](search-limits-quotas-capacity.md#shared-private-link-resource-limits).