Ruff format
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@@ -1,14 +1,13 @@
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import asyncio
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import random
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import time
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import json
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from typing import Any, Dict, List, Optional, Tuple
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from peewee import fn
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from src.common.logger import get_logger
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from src.config.config import global_config, model_config
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from src.common.database.database_model import ChatHistory, Jargon
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from src.common.database.database_model import ChatHistory
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from src.chat.utils.prompt_builder import Prompt, global_prompt_manager
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from src.llm_models.payload_content.message import MessageBuilder, RoleType, Message
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from src.plugin_system.apis import llm_api
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@@ -82,7 +81,6 @@ def init_dream_prompts() -> None:
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)
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class DreamTool:
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"""dream 模块内部使用的简易工具封装"""
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@@ -150,7 +148,13 @@ def init_dream_tools(chat_id: str) -> None:
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"search_chat_history",
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"根据关键词或参与人查询当前 chat_id 下的 ChatHistory 概览,便于快速定位相关记忆。",
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[
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("keyword", ToolParamType.STRING, "关键词(可选,支持多个关键词,可用空格、逗号等分隔)。", False, None),
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(
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"keyword",
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ToolParamType.STRING,
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"关键词(可选,支持多个关键词,可用空格、逗号等分隔)。",
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False,
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None,
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),
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("participant", ToolParamType.STRING, "参与人昵称(可选)。", False, None),
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],
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search_chat_history,
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@@ -201,8 +205,20 @@ def init_dream_tools(chat_id: str) -> None:
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[
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("theme", ToolParamType.STRING, "新的主题标题(必填)。", True, None),
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("summary", ToolParamType.STRING, "新的概括内容(必填)。", True, None),
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("keywords", ToolParamType.STRING, "新的关键词 JSON 字符串,如 ['关键词1','关键词2'](必填)。", True, None),
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("key_point", ToolParamType.STRING, "新的关键信息 JSON 字符串,如 ['要点1','要点2'](必填)。", True, None),
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(
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"keywords",
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ToolParamType.STRING,
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"新的关键词 JSON 字符串,如 ['关键词1','关键词2'](必填)。",
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True,
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None,
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),
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(
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"key_point",
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ToolParamType.STRING,
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"新的关键信息 JSON 字符串,如 ['要点1','要点2'](必填)。",
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True,
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None,
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),
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("start_time", ToolParamType.STRING, "起始时间戳(秒,Unix 时间,必填)。", True, None),
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("end_time", ToolParamType.STRING, "结束时间戳(秒,Unix 时间,必填)。", True, None),
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],
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@@ -215,7 +231,13 @@ def init_dream_tools(chat_id: str) -> None:
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"finish_maintenance",
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"结束本次 dream 维护任务。当你认为当前 chat_id 下的维护工作已经完成,没有更多需要整理、合并或修改的内容时,调用此工具来主动结束本次运行。",
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[
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("reason", ToolParamType.STRING, "结束维护的原因说明(可选),例如 '已完成所有记录的整理' 或 '当前记录质量良好,无需进一步维护'。", False, None),
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(
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"reason",
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ToolParamType.STRING,
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"结束维护的原因说明(可选),例如 '已完成所有记录的整理' 或 '当前记录质量良好,无需进一步维护'。",
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False,
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None,
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),
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],
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finish_maintenance,
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)
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@@ -246,7 +268,7 @@ async def run_dream_agent_once(
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"""
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if max_iterations is None:
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max_iterations = global_config.dream.max_iterations
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start_ts = time.time()
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logger.info(f"[dream] 开始对 chat_id={chat_id} 进行 dream 维护,最多迭代 {max_iterations} 轮")
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@@ -282,9 +304,7 @@ async def run_dream_agent_once(
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else "未知"
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)
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end_time_str = (
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time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(record.end_time))
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if record.end_time
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else "未知"
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time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(record.end_time)) if record.end_time else "未知"
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)
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detail_text = (
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f"ID={record.id}\n"
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@@ -305,8 +325,7 @@ async def run_dream_agent_once(
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start_detail_builder = MessageBuilder()
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start_detail_builder.set_role(RoleType.User)
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start_detail_builder.add_text_content(
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"【起始记忆详情】以下是本轮随机/指定的起始记忆的详细信息,供你在整理时优先参考:\n\n"
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+ detail_text
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"【起始记忆详情】以下是本轮随机/指定的起始记忆的详细信息,供你在整理时优先参考:\n\n" + detail_text
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)
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conversation_messages.append(start_detail_builder.build())
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else:
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@@ -343,13 +362,17 @@ async def run_dream_agent_once(
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conversation_messages.append(round_info_builder.build())
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# 调用 LLM 让其决定是否要使用工具
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success, response, reasoning_content, model_name, tool_calls = (
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await llm_api.generate_with_model_with_tools_by_message_factory(
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message_factory,
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model_config=model_config.model_task_config.tool_use,
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tool_options=tool_defs,
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request_type="dream.react",
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)
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(
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success,
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response,
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reasoning_content,
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model_name,
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tool_calls,
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) = await llm_api.generate_with_model_with_tools_by_message_factory(
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message_factory,
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model_config=model_config.model_task_config.tool_use,
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tool_options=tool_defs,
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request_type="dream.react",
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)
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if not success:
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@@ -522,7 +545,7 @@ async def start_dream_scheduler(
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if interval_seconds is None:
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interval_seconds = global_config.dream.interval_minutes * 60
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logger.info(
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f"[dream] dream 调度器启动:首次延迟 {first_delay_seconds}s,之后每隔 {interval_seconds}s ({interval_seconds // 60} 分钟) 运行一次 dream agent"
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)
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@@ -555,4 +578,3 @@ async def start_dream_scheduler(
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# 初始化提示词
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init_dream_prompts()
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