441 lines
19 KiB
Python
441 lines
19 KiB
Python
import json
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import time
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import traceback
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from typing import Dict, Any, Optional, Tuple
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from rich.traceback import install
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from datetime import datetime
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from json_repair import repair_json
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from src.llm_models.utils_model import LLMRequest
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from src.config.config import global_config, model_config
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from src.common.logger import get_logger
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from src.chat.utils.prompt_builder import Prompt, global_prompt_manager
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from src.chat.utils.chat_message_builder import (
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build_readable_actions,
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get_actions_by_timestamp_with_chat,
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build_readable_messages_with_id,
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get_raw_msg_before_timestamp_with_chat,
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)
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from src.chat.utils.utils import get_chat_type_and_target_info
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from src.chat.planner_actions.action_manager import ActionManager
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from src.chat.message_receive.chat_stream import get_chat_manager
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from src.plugin_system.base.component_types import ActionInfo, ChatMode, ComponentType
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from src.plugin_system.core.component_registry import component_registry
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from src.manager.schedule_manager import schedule_manager
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from src.mood.mood_manager import mood_manager
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logger = get_logger("planner")
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install(extra_lines=3)
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def init_prompt():
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Prompt(
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"""
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{schedule_block}
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{mood_block}
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{time_block}
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{identity_block}
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{custom_prompt_block}
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{chat_context_description}，以下是具体的聊天内容
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{chat_content_block}
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{moderation_prompt}
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现在请你根据{by_what}选择合适的action和触发action的消息:
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{actions_before_now_block}
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{no_action_block}
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{action_options_text}
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你必须从上面列出的可用action中选择一个，并说明触发action的消息id（不是消息原文）和选择该action的原因。
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请根据动作示例，以严格的 JSON 格式输出，且仅包含 JSON 内容：
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""",
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"planner_prompt",
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)
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Prompt(
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"""
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动作：{action_name}
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动作描述：{action_description}
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{action_require}
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{{
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"action": "{action_name}",{action_parameters}{target_prompt}
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"reason":"触发action的原因"
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}}
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""",
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"action_prompt",
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)
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class ActionPlanner:
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def __init__(self, chat_id: str, action_manager: ActionManager):
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self.chat_id = chat_id
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self.log_prefix = f"[{get_chat_manager().get_stream_name(chat_id) or chat_id}]"
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self.action_manager = action_manager
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# LLM规划器配置
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self.planner_llm = LLMRequest(
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model_set=model_config.model_task_config.planner, request_type="planner"
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) # 用于动作规划
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self.last_obs_time_mark = 0.0
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# 添加重试计数器
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self.plan_retry_count = 0
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self.max_plan_retries = 3
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def find_message_by_id(self, message_id: str, message_id_list: list) -> Optional[Dict[str, Any]]:
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# sourcery skip: use-next
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"""
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根据message_id从message_id_list中查找对应的原始消息
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Args:
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message_id: 要查找的消息ID
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message_id_list: 消息ID列表，格式为[{'id': str, 'message': dict}, ...]
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Returns:
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找到的原始消息字典，如果未找到则返回None
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"""
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for item in message_id_list:
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if item.get("id") == message_id:
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return item.get("message")
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return None
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def get_latest_message(self, message_id_list: list) -> Optional[Dict[str, Any]]:
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"""
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获取消息列表中的最新消息
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Args:
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message_id_list: 消息ID列表，格式为[{'id': str, 'message': dict}, ...]
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Returns:
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最新的消息字典，如果列表为空则返回None
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"""
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if not message_id_list:
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return None
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# 假设消息列表是按时间顺序排列的，最后一个是最新的
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return message_id_list[-1].get("message")
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async def plan(
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self, mode: ChatMode = ChatMode.FOCUS
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) -> Tuple[Dict[str, Dict[str, Any] | str], Optional[Dict[str, Any]]]:
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"""
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规划器 (Planner): 使用LLM根据上下文决定做出什么动作。
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"""
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action = "no_reply" # 默认动作
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reasoning = "规划器初始化默认"
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action_data = {}
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current_available_actions: Dict[str, ActionInfo] = {}
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target_message: Optional[Dict[str, Any]] = None # 初始化target_message变量
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prompt: str = ""
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message_id_list: list = []
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try:
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is_group_chat, chat_target_info, current_available_actions = self.get_necessary_info()
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# --- 构建提示词 (调用修改后的 PromptBuilder 方法) ---
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prompt, message_id_list = await self.build_planner_prompt(
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is_group_chat=is_group_chat, # <-- Pass HFC state
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chat_target_info=chat_target_info, # <-- 传递获取到的聊天目标信息
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current_available_actions=current_available_actions, # <-- Pass determined actions
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mode=mode,
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)
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# --- 调用 LLM (普通文本生成) ---
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llm_content = None
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try:
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llm_content, (reasoning_content, _, _) = await self.planner_llm.generate_response_async(prompt=prompt)
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if global_config.debug.show_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: {llm_content}")
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if reasoning_content:
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logger.info(f"{self.log_prefix}规划器推理: {reasoning_content}")
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else:
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logger.debug(f"{self.log_prefix}规划器原始提示词: {prompt}")
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logger.debug(f"{self.log_prefix}规划器原始响应: {llm_content}")
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if reasoning_content:
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logger.debug(f"{self.log_prefix}规划器推理: {reasoning_content}")
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except Exception as req_e:
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logger.error(f"{self.log_prefix}LLM 请求执行失败: {req_e}")
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reasoning = f"LLM 请求失败，模型出现问题: {req_e}"
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action = "no_reply"
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if llm_content:
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try:
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parsed_json = json.loads(repair_json(llm_content))
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if isinstance(parsed_json, list):
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if parsed_json:
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parsed_json = parsed_json[-1]
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logger.warning(f"{self.log_prefix}LLM返回了多个JSON对象，使用最后一个: {parsed_json}")
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else:
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parsed_json = {}
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if not isinstance(parsed_json, dict):
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logger.error(f"{self.log_prefix}解析后的JSON不是字典类型: {type(parsed_json)}")
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parsed_json = {}
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action = parsed_json.get("action", "no_reply")
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reasoning = parsed_json.get("reasoning", "未提供原因")
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# 将所有其他属性添加到action_data
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for key, value in parsed_json.items():
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if key not in ["action", "reasoning"]:
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action_data[key] = value
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# 在FOCUS模式下，非no_reply动作需要target_message_id
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if mode == ChatMode.FOCUS and action != "no_reply":
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if target_message_id := parsed_json.get("target_message_id"):
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# 根据target_message_id查找原始消息
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target_message = self.find_message_by_id(target_message_id, message_id_list)
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# target_message = None
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# 如果获取的target_message为None，输出warning并重新plan
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if target_message is None:
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self.plan_retry_count += 1
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logger.warning(f"{self.log_prefix}无法找到target_message_id '{target_message_id}' 对应的消息，重试次数: {self.plan_retry_count}/{self.max_plan_retries}")
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# 如果连续三次plan均为None，输出error并选取最新消息
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if self.plan_retry_count >= self.max_plan_retries:
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logger.error(f"{self.log_prefix}连续{self.max_plan_retries}次plan获取target_message失败，选择最新消息作为target_message")
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target_message = self.get_latest_message(message_id_list)
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self.plan_retry_count = 0 # 重置计数器
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else:
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# 递归重新plan
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return await self.plan(mode)
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else:
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# 成功获取到target_message，重置计数器
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self.plan_retry_count = 0
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else:
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logger.warning(f"{self.log_prefix}FOCUS模式下动作'{action}'缺少target_message_id")
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if action == "no_action":
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reasoning = "normal决定不使用额外动作"
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elif action != "no_reply" and action != "reply" and action not in current_available_actions:
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logger.warning(
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f"{self.log_prefix}LLM 返回了当前不可用或无效的动作: '{action}' (可用: {list(current_available_actions.keys())})，将强制使用 'no_reply'"
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)
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reasoning = f"LLM 返回了当前不可用的动作 '{action}' (可用: {list(current_available_actions.keys())})。原始理由: {reasoning}"
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action = "no_reply"
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except Exception as json_e:
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logger.warning(f"{self.log_prefix}解析LLM响应JSON失败 {json_e}. LLM原始输出: '{llm_content}'")
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traceback.print_exc()
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reasoning = f"解析LLM响应JSON失败: {json_e}. 将使用默认动作 'no_reply'."
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action = "no_reply"
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except Exception as outer_e:
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logger.error(f"{self.log_prefix}Planner 处理过程中发生意外错误，规划失败，将执行 no_reply: {outer_e}")
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traceback.print_exc()
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action = "no_reply"
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reasoning = f"Planner 内部处理错误: {outer_e}"
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is_parallel = False
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if mode == ChatMode.NORMAL and action in current_available_actions:
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is_parallel = current_available_actions[action].parallel_action
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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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"timestamp": time.time(),
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"is_parallel": is_parallel,
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}
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# 只有在成功完成决策后才更新已读时间戳，确保新消息判断的准确性
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self.last_obs_time_mark = time.time()
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return (
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{
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"action_result": action_result,
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"action_prompt": prompt,
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},
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target_message,
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)
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async def build_planner_prompt(
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self,
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is_group_chat: bool, # Now passed as argument
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chat_target_info: Optional[dict], # Now passed as argument
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current_available_actions: Dict[str, ActionInfo],
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mode: ChatMode = ChatMode.FOCUS,
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) -> tuple[str, list]: # sourcery skip: use-join
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"""构建 Planner LLM 的提示词 (获取模板并填充数据)"""
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try:
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message_list_before_now = get_raw_msg_before_timestamp_with_chat(
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chat_id=self.chat_id,
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timestamp=time.time(),
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limit=int(global_config.chat.max_context_size * 0.6),
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)
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chat_content_block, message_id_list = build_readable_messages_with_id(
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messages=message_list_before_now,
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timestamp_mode="normal",
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read_mark=self.last_obs_time_mark,
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truncate=True,
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show_actions=True,
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)
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actions_before_now = get_actions_by_timestamp_with_chat(
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chat_id=self.chat_id,
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timestamp_start=time.time() - 3600,
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timestamp_end=time.time(),
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limit=5,
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)
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actions_before_now_block = build_readable_actions(
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actions=actions_before_now,
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)
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actions_before_now_block = f"你刚刚选择并执行过的action是：\n{actions_before_now_block}"
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# 注意：不在这里更新last_obs_time_mark，应该在plan成功后再更新，避免异常情况下错误更新时间戳
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if mode == ChatMode.FOCUS:
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mentioned_bonus = ""
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if global_config.chat.mentioned_bot_inevitable_reply:
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mentioned_bonus = "\n- 有人提到你"
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if global_config.chat.at_bot_inevitable_reply:
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mentioned_bonus = "\n- 有人提到你，或者at你"
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by_what = "聊天内容"
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target_prompt = '\n "target_message_id":"触发action的消息id"'
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no_action_block = f"""重要说明：
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- 'no_reply' 表示只进行不进行回复，等待合适的回复时机
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- 当你刚刚发送了消息，没有人回复时，选择no_reply
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- 当你一次发送了太多消息，为了避免打扰聊天节奏，选择no_reply
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动作：reply
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动作描述：参与聊天回复，发送文本进行表达
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- 你想要闲聊或者随便附和{mentioned_bonus}
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- 如果你刚刚进行了回复，不要对同一个话题重复回应
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{{
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"action": "reply",
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"target_message_id":"触发action的消息id",
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"reason":"回复的原因"
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}}
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"""
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else:
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by_what = "聊天内容和用户的最新消息"
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target_prompt = ""
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no_action_block = """重要说明：
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- 'reply' 表示只进行普通聊天回复，不执行任何额外动作
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- 其他action表示在普通回复的基础上，执行相应的额外动作"""
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chat_context_description = "你现在正在一个群聊中"
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chat_target_name = None # Only relevant for private
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if not is_group_chat and chat_target_info:
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chat_target_name = (
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chat_target_info.get("person_name") or chat_target_info.get("user_nickname") or "对方"
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)
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chat_context_description = f"你正在和 {chat_target_name} 私聊"
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action_options_block = ""
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# 先定义 schedule_block 和 mood_block，这些在主模板中需要使用
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schedule_block = ""
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if global_config.schedule.enable:
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current_activity = schedule_manager.get_current_activity()
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if current_activity:
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schedule_block = f"你当前正在：{current_activity}。"
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mood_block = ""
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if global_config.mood.enable_mood:
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chat_mood = mood_manager.get_mood_by_chat_id(self.chat_id)
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mood_block = f"你现在的心情是：{chat_mood.mood_state}"
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for using_actions_name, using_actions_info in current_available_actions.items():
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if using_actions_info.action_parameters:
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param_text = "\n"
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for param_name, param_description in using_actions_info.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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else:
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param_text = ""
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require_text = ""
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for require_item in using_actions_info.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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using_action_prompt = await global_prompt_manager.get_prompt_async("action_prompt")
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using_action_prompt = using_action_prompt.format(
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schedule_block=schedule_block,
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mood_block=mood_block,
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action_name=using_actions_name,
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action_description=using_actions_info.description,
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action_parameters=param_text,
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action_require=require_text,
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target_prompt=target_prompt,
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)
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action_options_block += using_action_prompt
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moderation_prompt_block = "请不要输出违法违规内容，不要输出色情，暴力，政治相关内容，如有敏感内容，请规避。"
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time_block = f"当前时间：{datetime.now().strftime('%Y-%m-%d %H:%M:%S')}"
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bot_name = global_config.bot.nickname
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if global_config.bot.alias_names:
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bot_nickname = f",也有人叫你{','.join(global_config.bot.alias_names)}"
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else:
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bot_nickname = ""
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bot_core_personality = global_config.personality.personality_core
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identity_block = f"你的名字是{bot_name}{bot_nickname}，你{bot_core_personality}："
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# 处理自定义提示词
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custom_prompt_block = ""
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if global_config.custom_prompt.planner_custom_prompt_enable and global_config.custom_prompt.planner_custom_prompt_content:
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custom_prompt_block = global_config.custom_prompt.planner_custom_prompt_content
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planner_prompt_template = await global_prompt_manager.get_prompt_async("planner_prompt")
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prompt = planner_prompt_template.format(
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schedule_block=schedule_block,
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mood_block=mood_block,
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time_block=time_block,
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by_what=by_what,
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chat_context_description=chat_context_description,
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chat_content_block=chat_content_block,
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actions_before_now_block=actions_before_now_block,
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no_action_block=no_action_block,
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action_options_text=action_options_block,
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moderation_prompt=moderation_prompt_block,
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identity_block=identity_block,
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custom_prompt_block=custom_prompt_block,
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bot_name=bot_name,
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)
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return prompt, message_id_list
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except Exception as e:
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logger.error(f"构建 Planner 提示词时出错: {e}")
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logger.error(traceback.format_exc())
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return "构建 Planner Prompt 时出错", []
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def get_necessary_info(self) -> Tuple[bool, Optional[dict], Dict[str, ActionInfo]]:
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"""
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获取 Planner 需要的必要信息
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"""
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is_group_chat = True
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is_group_chat, chat_target_info = get_chat_type_and_target_info(self.chat_id)
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logger.debug(f"{self.log_prefix}获取到聊天信息 - 群聊: {is_group_chat}, 目标信息: {chat_target_info}")
|
||
|
||
current_available_actions_dict = self.action_manager.get_using_actions()
|
||
|
||
# 获取完整的动作信息
|
||
all_registered_actions: Dict[str, ActionInfo] = component_registry.get_components_by_type( # type: ignore
|
||
ComponentType.ACTION
|
||
)
|
||
current_available_actions = {}
|
||
for action_name in current_available_actions_dict:
|
||
if action_name in all_registered_actions:
|
||
current_available_actions[action_name] = all_registered_actions[action_name]
|
||
else:
|
||
logger.warning(f"{self.log_prefix}使用中的动作 {action_name} 未在已注册动作中找到")
|
||
|
||
return is_group_chat, chat_target_info, current_available_actions
|
||
|
||
|
||
init_prompt()
|