diff --git a/pilot/base_modules/agent/commands/command_mange.py b/pilot/base_modules/agent/commands/command_mange.py
index c1e9a5c4f..ab5a00fc2 100644
--- a/pilot/base_modules/agent/commands/command_mange.py
+++ b/pilot/base_modules/agent/commands/command_mange.py
@@ -274,7 +274,7 @@ class ApiCall:
                     )
                     if Status.FAILED.value == api_status.status:
                         all_context = all_context.replace(
-                            api_context, "\n" + api_status.err_msg + self.to_view_antv_vis(api_status)
+                            api_context, f'\n<span style="color:red">Error:</span>{api_status.err_msg}\n' + self.to_view_antv_vis(api_status)
                         )
                     else:
                         all_context = all_context.replace(
@@ -367,14 +367,14 @@ class ApiCall:
         if api_status.name:
             param["type"] = api_status.name
         if api_status.args:
-            param["sql"] = api_status.args["sql"].replace(',', '\\,')
+            param["sql"] = api_status.args["sql"]
         if api_status.err_msg:
             param["err_msg"] = api_status.err_msg
 
         if api_status.api_result:
             param["data"] = api_status.api_result
 
-        return json.dumps(param, default=serialize, ensure_ascii=False)
+        return json.dumps(param, default=serialize, ensure_ascii=False, separators=(',', ':'))
 
     def run(self, llm_text):
         if self.__is_need_wait_plugin_call(llm_text):
diff --git a/pilot/scene/chat_data/chat_excel/excel_analyze/chat.py b/pilot/scene/chat_data/chat_excel/excel_analyze/chat.py
index a2cf586f1..d0096878c 100644
--- a/pilot/scene/chat_data/chat_excel/excel_analyze/chat.py
+++ b/pilot/scene/chat_data/chat_excel/excel_analyze/chat.py
@@ -104,6 +104,6 @@ class ChatExcel(BaseChat):
         with root_tracer.start_span(
             "ChatExcel.stream_plugin_call.run_display_sql", metadata={"text": text}
         ):
-            return self.api_call.run_display_sql(
+            return self.api_call.display_sql_llmvis(
                 text, self.excel_reader.get_df_by_sql_ex
             )