diff --git a/python/core/agent.py b/python/core/agent.py
index 4c248d48..d6d1df80 100644
--- a/python/core/agent.py
+++ b/python/core/agent.py
@@ -26,7 +26,7 @@
 from appbuilder.core.component import Component
 from appbuilder.core.message import Message
 from appbuilder.utils.logger_util import logger
-from appbuilder.core.console.appbuilder_client.data_class import ToolChoiceFunction, ToolChoice
+from appbuilder.core.console.appbuilder_client.data_class import ToolChoiceFunction, ToolChoice, Action
 
 # 流式场景首包超时时，最大重试次数
 MAX_RETRY_COUNT = 3
@@ -197,7 +197,7 @@ def run(self, message: Message, stream: bool=False):
             conn.close()
 
     """
-    
+
     component: Component
     user_session_config: Optional[Union[Any, str]] = None
     user_session: Optional[Any] = None
@@ -556,6 +556,7 @@ def chainlit_agent(self, host='0.0.0.0', port=8091):
         self.prepare_chainlit_readme()
 
         conversation_ids = []
+        interrupt_dict = {}
 
         def _chat(message: cl.Message):
             if len(conversation_ids) == 0:
@@ -566,8 +567,31 @@ def _chat(message: cl.Message):
                 file_id = self.component.upload_local_file(
                     conversation_id, message.elements[0].path)
                 file_ids.append(file_id)
-            return self.component.run(conversation_id=conversation_id, query=message.content, file_ids=file_ids,
-                                      stream=True, tool_choice=self.tool_choice)
+
+            interrupt_ids = interrupt_dict.get(conversation_id, [])
+            interrupt_event_id = interrupt_ids.pop() if len(interrupt_ids) > 0 else None
+            action = None
+            if interrupt_event_id is not None:
+                action = Action.create_resume_action(interrupt_event_id)
+            
+            tmp_message = self.component.run(conversation_id=conversation_id, query=message.content, file_ids=file_ids,
+                                      stream=True, tool_choice=self.tool_choice, action=action)
+            res_message=list(tmp_message.content)
+            
+            interrupt_event_id = None
+            for ans in res_message:
+                for event in ans.events:
+                    if event.content_type == "chatflow_interrupt":
+                        interrupt_event_id = event.detail.get("interrupt_event_id")
+                    if event.content_type == "publish_message" and event.event_type == "chatflow":
+                        answer = event.detail.get("message")
+                        ans.answer += answer
+                        
+            if interrupt_event_id is not None:
+                interrupt_ids.append(interrupt_event_id)
+                interrupt_dict[conversation_id] = interrupt_ids
+            tmp_message.content = res_message
+            return tmp_message
 
         @cl.on_chat_start
         async def start():
@@ -575,6 +599,7 @@ async def start():
             request_id = str(uuid.uuid4())
             init_context(session_id=session_id, request_id=request_id)
             conversation_ids.append(self.component.create_conversation())
+            interrupt_dict[conversation_ids[-1]] = []
 
         @cl.on_message  # this function will be called every time a user inputs a message in the UI
         async def main(message: cl.Message):