fix issue 21157: only convert non-str parameter

api/core/workflow/nodes/agent/agent_node.py

@@ -154,6 +154,7 @@ class AgentNode(ToolNode):
                 # variable_pool.convert_template expects a string template,
                 # but if passing a dict, convert to JSON string first before rendering
                 try:
+                    if not isinstance(agent_input.value, str):
                         parameter_value = json.dumps(agent_input.value, ensure_ascii=False)
                 except TypeError:
                     parameter_value = str(agent_input.value)
@@ -162,6 +163,7 @@ class AgentNode(ToolNode):
                 # variable_pool.convert_template returns a string,
                 # so we need to convert it back to a dictionary
                 try:
+                    if not isinstance(agent_input.value, str):
                         parameter_value = json.loads(parameter_value)
                 except json.JSONDecodeError:
                     parameter_value = parameter_value