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				@@ -340,13 +340,14 @@ class DialogueManager: 
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				         # 发送告警 
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				         self._send_human_intervention_alert() 
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				-    def _send_human_intervention_alert(self) -> None: 
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				+    def _send_human_intervention_alert(self, reason: Optional[str] = None) -> None: 
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				         time_str = datetime.now().strftime("%Y-%m-%d %H:%M:%S") 
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				         alert_message = f""" 
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				         人工介入告警 
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				         员工: {self.staff_profile.get("agent_name", "未知")}[{self.staff_id}] 
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				         用户: {self.user_profile.get("nickname", "未知")}[{self.user_id}] 
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				         时间: {time_str} 
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				+        原因:{reason if reason else "未知"} 
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				         最近对话:""" 
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				         alert_message = textwrap.dedent(alert_message) 
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				@@ -376,9 +377,10 @@ class DialogueManager: 
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				         :return: 
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				         """ 
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				         if '<人工介入>' in llm_response: 
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				-            logger.warning(f'staff[{self.staff_id}], user[{self.user_id}]: human intervention triggered') 
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				+            reason = llm_response.replace('<人工介入>', '') 
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				+            logger.warning(f'staff[{self.staff_id}], user[{self.user_id}]: human intervention triggered, reason: {reason}') 
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				             self.do_state_change(DialogueState.HUMAN_INTERVENTION) 
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				-            self._send_human_intervention_alert() 
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				+            self._send_human_intervention_alert(reason) 
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				             return None 
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				         """根据当前状态处理LLM响应,如果处于人工介入状态则返回None""" 
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