diff --git a/apps/application/flow/step_node/tool_lib_node/impl/base_tool_lib_node.py b/apps/application/flow/step_node/tool_lib_node/impl/base_tool_lib_node.py
index 60fff7bc0..66dc921b8 100644
--- a/apps/application/flow/step_node/tool_lib_node/impl/base_tool_lib_node.py
+++ b/apps/application/flow/step_node/tool_lib_node/impl/base_tool_lib_node.py
@@ -126,6 +126,16 @@ def valid_function(tool_lib, workspace_id):
     if not tool_lib.is_active:
         raise Exception(_("Tool is not active"))
 
+def _filter_file_bytes(data):
+    """递归过滤掉所有层级的 file_bytes"""
+    if isinstance(data, dict):
+        return {k: _filter_file_bytes(v) for k, v in data.items() if k != 'file_bytes'}
+    elif isinstance(data, list):
+        return [_filter_file_bytes(item) for item in data]
+    else:
+        return data
+
+
 
 class BaseToolLibNodeNode(IToolLibNode):
     def save_context(self, details, workflow_manage):
@@ -165,15 +175,8 @@ class BaseToolLibNodeNode(IToolLibNode):
                               'kind') == 'data-source' else {}, _write_context=write_context)
 
     def get_details(self, index: int, **kwargs):
-        result = self.context.get('result')
-        # 过滤掉 file_bytes
-        if isinstance(result, dict) and 'file_bytes' in result:
-            result = {k: v for k, v in result.items() if k != 'file_bytes'}
-        elif isinstance(result, list):
-            result = [
-                {k: v for k, v in item.items() if k != 'file_bytes'} if isinstance(item, dict) else item
-                for item in result
-            ]
+        result = _filter_file_bytes(self.context.get('result'))
+
         return {
             'name': self.node.properties.get('stepName'),
             "index": index,
diff --git a/apps/application/flow/step_node/variable_aggregation_node/impl/base_variable_aggregation_node.py b/apps/application/flow/step_node/variable_aggregation_node/impl/base_variable_aggregation_node.py
index c65dc44dc..46b21153f 100644
--- a/apps/application/flow/step_node/variable_aggregation_node/impl/base_variable_aggregation_node.py
+++ b/apps/application/flow/step_node/variable_aggregation_node/impl/base_variable_aggregation_node.py
@@ -9,6 +9,15 @@
 from application.flow.i_step_node import NodeResult
 from application.flow.step_node.variable_aggregation_node.i_variable_aggregation_node import IVariableAggregation
 
+def _filter_file_bytes(data):
+    """递归过滤掉所有层级的 file_bytes"""
+    if isinstance(data, dict):
+        return {k: _filter_file_bytes(v) for k, v in data.items() if k != 'file_bytes'}
+    elif isinstance(data, list):
+        return [_filter_file_bytes(item) for item in data]
+    else:
+        return data
+
 
 class BaseVariableAggregationNode(IVariableAggregation):
 
@@ -63,14 +72,16 @@ class BaseVariableAggregationNode(IVariableAggregation):
             {'result': result, 'strategy': strategy, 'group_list': self.reset_group_list(group_list), **result}, {})
 
     def get_details(self, index: int, **kwargs):
+        result = _filter_file_bytes(self.context.get('result'))
+        group_list = _filter_file_bytes(self.context.get('group_list'))
         return {
             'name': self.node.properties.get('stepName'),
             "index": index,
             'run_time': self.context.get('run_time'),
             'type': self.node.type,
-            'result': self.context.get('result'),
+            'result': result,
             'strategy': self.context.get('strategy'),
-            'group_list': self.context.get('group_list'),
+            'group_list': group_list,
             'status': self.status,
             'err_message': self.err_message
         }