[evaluation] update changelog and link to aka for adversarialsimulator deprecation (#42487)

* update changelog and link to aka for adversarialsimulator deprecation

* Update sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/simulator/_adversarial_simulator.py

Co-authored-by: Copilot <[email protected]>

---------

Co-authored-by: Copilot <[email protected]>

Author: slister1001

sdk/evaluation/azure-ai-evaluation/CHANGELOG.md

@@ -11,6 +11,7 @@
 ### Bugs Fixed
 
 ### Other Changes
+- Deprecating `AdversarialSimulator` in favor of the [AI Red Teaming Agent](https://aka.ms/airedteamingagent-sample). `AdversarialSimulator` will be removed in the next minor release. 
 
 ## 1.10.0 (2025-07-31)
 

sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/simulator/_adversarial_simulator.py

@@ -72,7 +72,8 @@ def __init__(self, *, azure_ai_project: Union[str, AzureAIProject], credential:
         warnings.warn(
             "DEPRECATION NOTE: Azure AI Evaluation SDK has discontinued active development on the AdversarialSimulator class."
             + " While existing functionality remains available in preview, it is no longer recommended for production workloads or future integration. "
-            + "We recommend users migrate to the AI Red Teaming Agent for future use as it supports full parity of functionality.",
+            + "We recommend users migrate to the AI Red Teaming Agent for future use as it supports full parity of functionality."
+            + " See https://aka.ms/airedteamingagent-sample for details on AI Red Teaming Agent.",
             DeprecationWarning,
             stacklevel=2,
         )