Merge pull request #29724 from bbednarski9/bbednarski/nmf-41B-nemoflow-plugin

feat(middleware): add adaptive middleware to hermes-agent, consumed by NeMo-Relay

run_agent.py

@@ -4955,10 +4955,22 @@ class AIAgent:
 
     def _invoke_tool(self, function_name: str, function_args: dict, effective_task_id: str,
                      tool_call_id: Optional[str] = None, messages: list = None,
-                     pre_tool_block_checked: bool = False) -> str:
+                     pre_tool_block_checked: bool = False,
+                     skip_tool_request_middleware: bool = False,
+                     tool_request_middleware_trace: Optional[list[dict[str, Any]]] = None) -> str:
         """Forwarder — see ``agent.agent_runtime_helpers.invoke_tool``."""
         from agent.agent_runtime_helpers import invoke_tool
-        return invoke_tool(self, function_name, function_args, effective_task_id, tool_call_id, messages, pre_tool_block_checked)
+        return invoke_tool(
+            self,
+            function_name,
+            function_args,
+            effective_task_id,
+            tool_call_id,
+            messages,
+            pre_tool_block_checked,
+            skip_tool_request_middleware,
+            tool_request_middleware_trace,
+        )
 
     @staticmethod
     def _wrap_verbose(label: str, text: str, indent: str = "     ") -> str: