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@@ -101,7 +101,7 @@ class NormalChatPlanner:
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# 获取当前可用的动作,使用Normal模式过滤
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current_available_actions = self.action_manager.get_using_actions_for_mode(ChatMode.NORMAL)
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# 注意:动作的激活判定现在在 normal_chat_action_modifier 中完成
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# 这里直接使用经过 action_modifier 处理后的最终动作集
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# 符合职责分离原则:ActionModifier负责动作管理,Planner专注于决策
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@@ -110,7 +110,12 @@ class NormalChatPlanner:
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if not current_available_actions:
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logger.debug(f"{self.log_prefix}规划器: 没有可用动作,返回no_action")
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return {
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"action_result": {"action_type": action, "action_data": action_data, "reasoning": reasoning, "is_parallel": True},
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"action_result": {
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"action_type": action,
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"action_data": action_data,
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"reasoning": reasoning,
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"is_parallel": True,
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},
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"chat_context": "",
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"action_prompt": "",
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}
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@@ -121,7 +126,7 @@ class NormalChatPlanner:
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timestamp=time.time(),
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limit=global_config.focus_chat.observation_context_size,
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)
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chat_context = build_readable_messages(
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message_list_before_now,
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replace_bot_name=True,
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@@ -130,7 +135,7 @@ class NormalChatPlanner:
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read_mark=0.0,
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show_actions=True,
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)
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# 构建planner的prompt
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prompt = await self.build_planner_prompt(
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self_info_block=self_info,
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@@ -141,7 +146,12 @@ class NormalChatPlanner:
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if not prompt:
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logger.warning(f"{self.log_prefix}规划器: 构建提示词失败")
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return {
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"action_result": {"action_type": action, "action_data": action_data, "reasoning": reasoning, "is_parallel": False},
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"action_result": {
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"action_type": action,
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"action_data": action_data,
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"reasoning": reasoning,
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"is_parallel": False,
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},
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"chat_context": chat_context,
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"action_prompt": "",
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}
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@@ -149,7 +159,7 @@ class NormalChatPlanner:
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# 使用LLM生成动作决策
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try:
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content, (reasoning_content, model_name) = await self.planner_llm.generate_response_async(prompt)
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# logger.info(f"{self.log_prefix}规划器原始提示词: {prompt}")
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logger.info(f"{self.log_prefix}规划器原始响应: {content}")
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logger.info(f"{self.log_prefix}规划器推理: {reasoning_content}")
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@@ -201,8 +211,10 @@ class NormalChatPlanner:
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if action in current_available_actions:
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action_info = current_available_actions[action]
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is_parallel = action_info.get("parallel_action", False)
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logger.debug(f"{self.log_prefix}规划器决策动作:{action}, 动作信息: '{action_data}', 理由: {reasoning}, 并行执行: {is_parallel}")
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logger.debug(
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f"{self.log_prefix}规划器决策动作:{action}, 动作信息: '{action_data}', 理由: {reasoning}, 并行执行: {is_parallel}"
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)
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# 恢复到默认动作集
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self.action_manager.restore_actions()
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@@ -216,15 +228,15 @@ class NormalChatPlanner:
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"action_data": action_data,
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"reasoning": reasoning,
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"timestamp": time.time(),
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"model_name": model_name if 'model_name' in locals() else None
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"model_name": model_name if "model_name" in locals() else None,
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}
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action_result = {
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"action_type": action,
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"action_data": action_data,
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"action_type": action,
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"action_data": action_data,
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"reasoning": reasoning,
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"is_parallel": is_parallel,
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"action_record": json.dumps(action_record, ensure_ascii=False)
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"action_record": json.dumps(action_record, ensure_ascii=False),
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}
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plan_result = {
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@@ -248,24 +260,19 @@ class NormalChatPlanner:
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# 添加特殊的change_to_focus_chat动作
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action_options_text += "动作:change_to_focus_chat\n"
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action_options_text += (
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"该动作的描述:当聊天变得热烈、自己回复条数很多或需要深入交流时使用,正常回复消息并切换到focus_chat模式\n"
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)
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action_options_text += "该动作的描述:当聊天变得热烈、自己回复条数很多或需要深入交流时使用,正常回复消息并切换到focus_chat模式\n"
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action_options_text += "使用该动作的场景:\n"
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action_options_text += "- 聊天上下文中自己的回复条数较多(超过3-4条)\n"
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action_options_text += "- 对话进行得非常热烈活跃\n"
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action_options_text += "- 用户表现出深入交流的意图\n"
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action_options_text += "- 话题需要更专注和深入的讨论\n\n"
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action_options_text += "输出要求:\n"
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action_options_text += "{{"
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action_options_text += " \"action\": \"change_to_focus_chat\""
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action_options_text += ' "action": "change_to_focus_chat"'
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action_options_text += "}}\n\n"
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for action_name, action_info in current_available_actions.items():
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action_description = action_info.get("description", "")
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action_parameters = action_info.get("parameters", {})
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@@ -276,15 +283,14 @@ class NormalChatPlanner:
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print(action_parameters)
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for param_name, param_description in action_parameters.items():
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param_text += f' "{param_name}":"{param_description}"\n'
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param_text = param_text.rstrip('\n')
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param_text = param_text.rstrip("\n")
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else:
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param_text = ""
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require_text = ""
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for require_item in action_require:
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require_text += f"- {require_item}\n"
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require_text = require_text.rstrip('\n')
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require_text = require_text.rstrip("\n")
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# 构建单个动作的提示
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action_prompt = await global_prompt_manager.format_prompt(
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@@ -316,6 +322,4 @@ class NormalChatPlanner:
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return ""
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init_prompt()
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