diff --git a/dbgpt/app/scene/chat_db/auto_execute/out_parser.py b/dbgpt/app/scene/chat_db/auto_execute/out_parser.py
index 7aad46bd8..3dcae4554 100644
--- a/dbgpt/app/scene/chat_db/auto_execute/out_parser.py
+++ b/dbgpt/app/scene/chat_db/auto_execute/out_parser.py
@@ -18,12 +18,14 @@ class SqlAction(NamedTuple):
     sql: str
     thoughts: Dict
     display: str
+    direct_response: str
 
     def to_dict(self) -> Dict[str, Dict]:
         return {
             "sql": self.sql,
             "thoughts": self.thoughts,
             "display": self.display,
+            "direct_response": self.direct_response,
         }
 
 
@@ -48,7 +50,7 @@ class DbChatOutputParser(BaseOutputParser):
         logger.info(f"clean prompt response: {clean_str}")
         # Compatible with community pure sql output model
         if self.is_sql_statement(clean_str):
-            return SqlAction(clean_str, "", "")
+            return SqlAction(clean_str, "", "", "")
         else:
             try:
                 response = json.loads(clean_str, strict=False)
@@ -59,10 +61,12 @@ class DbChatOutputParser(BaseOutputParser):
                         thoughts = response[key]
                     if key.strip() == "display_type":
                         display = response[key]
-                return SqlAction(sql, thoughts, display)
+                    if key.strip() == "direct_response":
+                        resp = response[key]
+                return SqlAction(sql, thoughts, display, resp)
             except Exception as e:
                 logger.error(f"json load failed:{clean_str}")
-                return SqlAction("", clean_str, "")
+                return SqlAction("", clean_str, "", "")
 
     def parse_view_response(self, speak, data, prompt_response) -> str:
         param = {}
@@ -70,17 +74,25 @@ class DbChatOutputParser(BaseOutputParser):
         err_msg = None
         success = False
         try:
-            if not prompt_response.sql or len(prompt_response.sql) <= 0:
+            if (
+                not prompt_response.direct_response
+                or len(prompt_response.direct_response) <= 0
+            ) and (not prompt_response.sql or len(prompt_response.sql) <= 0):
                 raise AppActionException("Can not find sql in response", speak)
 
-            df = data(prompt_response.sql)
-            param["type"] = prompt_response.display
-            param["sql"] = prompt_response.sql
-            param["data"] = json.loads(
-                df.to_json(orient="records", date_format="iso", date_unit="s")
-            )
-            view_json_str = json.dumps(param, default=serialize, ensure_ascii=False)
-            success = True
+            if prompt_response.sql:
+                df = data(prompt_response.sql)
+                param["type"] = prompt_response.display
+                param["sql"] = prompt_response.sql
+                param["data"] = json.loads(
+                    df.to_json(orient="records", date_format="iso", date_unit="s")
+                )
+                view_json_str = json.dumps(param, default=serialize, ensure_ascii=False)
+                success = True
+            elif prompt_response.direct_response:
+                speak = prompt_response.direct_response
+                view_json_str = ""
+                success = True
         except Exception as e:
             logger.error("parse_view_response error!" + str(e))
             err_param = {
@@ -93,8 +105,11 @@ class DbChatOutputParser(BaseOutputParser):
             view_json_str = json.dumps(err_param, default=serialize, ensure_ascii=False)
 
         # api_call_element.text = view_json_str
-        api_call_element.set("content", view_json_str)
-        result = ET.tostring(api_call_element, encoding="utf-8")
+        if len(view_json_str) != 0:
+            api_call_element.set("content", view_json_str)
+            result = ET.tostring(api_call_element, encoding="utf-8")
+        else:
+            result = b""
         if not success:
             view_content = (
                 f'{speak} \\n <span style="color:red">ERROR!</span>'
diff --git a/dbgpt/app/scene/chat_db/auto_execute/prompt.py b/dbgpt/app/scene/chat_db/auto_execute/prompt.py
index 52b153215..4eed89b30 100644
--- a/dbgpt/app/scene/chat_db/auto_execute/prompt.py
+++ b/dbgpt/app/scene/chat_db/auto_execute/prompt.py
@@ -71,6 +71,7 @@ PROMPT_SCENE_DEFINE = (
 
 RESPONSE_FORMAT_SIMPLE = {
     "thoughts": "thoughts summary to say to user",
+    "direct_response": "If the context is sufficient to answer user, reply directly without sql",
     "sql": "SQL Query to run",
     "display_type": "Data display method",
 }