remove:移除做梦功能
This commit is contained in:
@@ -1,45 +0,0 @@
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你的名字是{bot_name},你现在处于"梦境维护模式(dream agent)"。
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你可以自由地在 ChatHistory 库中探索、整理、创建和删改记录,以帮助自己在未来更好地回忆和理解对话历史。
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本轮要维护的聊天ID:{chat_id}
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本轮随机选中的起始记忆 ID:{start_memory_id}
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请优先以这条起始记忆为切入点,先理解它的内容与上下文,再决定如何在其附近进行创建新概括、重写或删除等整理操作;如果起始记忆为空,则由你自行选择合适的切入点。
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你可以使用的工具包括:
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**ChatHistory 维护工具:**
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- search_chat_history:根据关键词或参与人搜索该 chat_id 下的历史记忆概括列表
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- get_chat_history_detail:查看某条概括的详细内容
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- create_chat_history:根据整理后的理解创建一条新的 ChatHistory 概括记录(主题、概括、关键词、关键信息等)
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- update_chat_history:在不改变事实的前提下重写或精炼主题、概括、关键词、关键信息
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- delete_chat_history:删除明显冗余、噪声、错误或无意义的记录,或者非常有时效性的信息,或者无太多有用信息的日常互动。
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你也可以先用 create_chat_history 创建一条新的综合概括,再对旧的冗余记录执行多次 delete_chat_history 来完成“合并”效果。
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**Jargon(黑话)维护工具(只读,禁止修改):**
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- search_jargon:根据一个或多个关键词搜索Jargon 记录,通常是含义不明确的词条或者特殊的缩写
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**通用工具:**
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- finish_maintenance:当你认为当前维护工作已经完成,没有更多需要整理的内容时,调用此工具来结束本次运行
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**工作目标**:
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- 发现冗余、重复或高度相似的记录,并进行合并或删除;
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- 发现主题/概括过于含糊、啰嗦或缺少关键信息的记录,进行重写和精简;
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- summary要尽可能保持有用的信息;
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- 尽量保持信息的真实与可用性,不要凭空捏造事实。
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**合并准则**
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- 你可以新建一个记录,然后删除旧记录来实现合并。
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- 如果两个或多个记录的主题相似,内容是对主题不同方面的信息或讨论,且信息量较少,则可以合并为一条记录。
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- 如果两个记录冲突,可以根据逻辑保留一个或者进行整合,也可以采取更新的记录,删除旧的记录
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**轮次信息**:
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- 本次维护最多执行 {max_iterations} 轮
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- 每轮开始时,系统会告知你当前是第几轮,还剩多少轮
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- 如果提前完成维护工作,可以调用 finish_maintenance 工具主动结束
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**每一轮的执行方式(必须遵守):**
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- 第一步:先用一小段中文自然语言,写出你的「思考」和本轮计划(例如要查什么、准备怎么合并/修改);
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- 第二步:在这段思考之后,再通过工具调用来执行你的计划(可以调用 0~N 个工具);
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- 第三步:收到工具结果后,在下一轮继续先写出新的思考,再视情况继续调用工具。
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请不要在没有先写出思考的情况下直接调用工具。
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只输出你的思考内容或工具调用结果,由系统负责真正执行工具调用。
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@@ -1,13 +0,0 @@
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你刚刚完成了一次对聊天记录的记忆整理工作。以下是整理过程的摘要:
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整理过程:
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{conversation_text}
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请将这次整理涉及的相关信息改写为一个富有诗意和想象力的"梦境",请你仅使用具体的记忆的内容,而不是整理过程编写。
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要求:
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1. 使用第一人称视角
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2. 叙述直白,不要复杂修辞,口语化
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3. 长度控制在200-800字
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4. 用中文输出
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梦境风格:
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{dream_styles}
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请直接输出梦境内容,不要添加其他说明:
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@@ -29,7 +29,6 @@ from .official_configs import (
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VoiceConfig,
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MemoryConfig,
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DebugConfig,
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DreamConfig,
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WebUIConfig,
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DatabaseConfig,
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)
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@@ -86,9 +85,6 @@ class Config(ConfigBase):
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message_receive: MessageReceiveConfig = Field(default_factory=MessageReceiveConfig)
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"""消息接收配置类"""
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dream: DreamConfig = Field(default_factory=DreamConfig)
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"""做梦配置类"""
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tool: ToolConfig = Field(default_factory=ToolConfig)
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"""工具配置类"""
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@@ -1440,79 +1440,6 @@ class LPMMKnowledgeConfig(ConfigBase):
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"""是否启用PPR,低配机器可关闭"""
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class DreamConfig(ConfigBase):
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"""Dream配置类"""
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__ui_label__ = "做梦"
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__ui_icon__ = "moon"
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interval_minutes: int = Field(
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default=30,
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ge=1,
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json_schema_extra={
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"x-widget": "input",
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"x-icon": "clock",
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},
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)
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"""做梦时间间隔(分钟),默认30分钟"""
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max_iterations: int = Field(
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default=20,
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ge=1,
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json_schema_extra={
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"x-widget": "input",
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"x-icon": "hash",
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},
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)
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"""做梦最大轮次,默认20轮"""
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first_delay_seconds: int = Field(
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default=1800,
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ge=0,
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json_schema_extra={
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"x-widget": "input",
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"x-icon": "timer",
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},
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)
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"""程序启动后首次做梦前的延迟时间(秒),默认1800秒"""
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dream_send: str = Field(
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default="",
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json_schema_extra={
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"x-widget": "input",
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"x-icon": "send",
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},
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)
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"""做梦结果推送目标,格式为 "platform:user_id,为空则不发送"""
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dream_time_ranges: list[str] = Field(
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default_factory=lambda: ["23:00-10:00"],
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json_schema_extra={
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"x-widget": "custom",
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"x-icon": "moon",
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},
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)
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"""_wrap_做梦时间段配置列表"""
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dream_visible: bool = Field(
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default=False,
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json_schema_extra={
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"x-widget": "switch",
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"x-icon": "eye",
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},
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)
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"""做梦结果发送后是否存储到上下文"""
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def model_post_init(self, context: Optional[dict] = None) -> None:
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if self.interval_minutes < 1:
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raise ValueError(f"interval_minutes 必须至少为1,当前值: {self.interval_minutes}")
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if self.max_iterations < 1:
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raise ValueError(f"max_iterations 必须至少为1,当前值: {self.max_iterations}")
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if self.first_delay_seconds < 0:
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raise ValueError(f"first_delay_seconds 不能为负数,当前值: {self.first_delay_seconds}")
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return super().model_post_init(context)
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class WebUIConfig(ConfigBase):
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"""WebUI配置类"""
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@@ -1,552 +0,0 @@
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import asyncio
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import random
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import time
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from typing import Any, Dict, List, Optional, Tuple
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from sqlalchemy import func as 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
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from src.prompt.prompt_manager import prompt_manager
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from src.llm_models.payload_content.message import MessageBuilder, RoleType, Message
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from src.services import llm_service as llm_api
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from src.dream.dream_generator import generate_dream_summary
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# dream 工具工厂函数
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from src.dream.tools.search_chat_history_tool import make_search_chat_history
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from src.dream.tools.get_chat_history_detail_tool import make_get_chat_history_detail
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from src.dream.tools.delete_chat_history_tool import make_delete_chat_history
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from src.dream.tools.create_chat_history_tool import make_create_chat_history
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from src.dream.tools.update_chat_history_tool import make_update_chat_history
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from src.dream.tools.finish_maintenance_tool import make_finish_maintenance
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from src.dream.tools.search_jargon_tool import make_search_jargon
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from src.dream.tools.delete_jargon_tool import make_delete_jargon
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from src.dream.tools.update_jargon_tool import make_update_jargon
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logger = get_logger("dream_agent")
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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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def __init__(self, name: str, description: str, parameters: List[Tuple], execute_func):
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self.name = name
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self.description = description
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self.parameters = parameters
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self.execute_func = execute_func
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def get_tool_definition(self) -> Dict[str, Any]:
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return {
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"name": self.name,
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"description": self.description,
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"parameters": self.parameters,
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}
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async def execute(self, **kwargs) -> str:
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return await self.execute_func(**kwargs)
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class DreamToolRegistry:
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def __init__(self) -> None:
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self.tools: Dict[str, DreamTool] = {}
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def register_tool(self, tool: DreamTool) -> None:
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"""
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注册或更新 dream 工具。
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注意:dream agent 每个 chat_id 会重新初始化工具,这里允许覆盖已有同名工具。
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"""
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self.tools[tool.name] = tool
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logger.info(f"注册/更新 dream 工具: {tool.name}")
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def get_tool(self, name: str) -> Optional[DreamTool]:
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return self.tools.get(name)
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def get_tool_definitions(self) -> List[Dict[str, Any]]:
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return [tool.get_tool_definition() for tool in self.tools.values()]
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_dream_tool_registry = DreamToolRegistry()
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def get_dream_tool_registry() -> DreamToolRegistry:
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return _dream_tool_registry
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def init_dream_tools(chat_id: str) -> None:
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"""注册 dream agent 可用的 ChatHistory / Jargon 相关工具(限定在当前 chat_id 作用域内)"""
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from src.llm_models.payload_content.tool_option import ToolParamType
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# 通过工厂函数生成绑定当前 chat_id 的工具实现
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search_chat_history = make_search_chat_history(chat_id)
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get_chat_history_detail = make_get_chat_history_detail(chat_id)
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delete_chat_history = make_delete_chat_history(chat_id)
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create_chat_history = make_create_chat_history(chat_id)
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update_chat_history = make_update_chat_history(chat_id)
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finish_maintenance = make_finish_maintenance(chat_id)
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search_jargon = make_search_jargon(chat_id)
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_delete_jargon = make_delete_jargon(chat_id)
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_update_jargon = make_update_jargon(chat_id)
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_dream_tool_registry.register_tool(
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DreamTool(
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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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(
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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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)
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)
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_dream_tool_registry.register_tool(
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DreamTool(
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"get_chat_history_detail",
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"根据 memory_id 获取单条 ChatHistory 的详细内容,包含主题、概括、关键词、关键信息等字段(不包含原文)。",
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[
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("memory_id", ToolParamType.INTEGER, "ChatHistory 主键 ID。", True, None),
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],
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get_chat_history_detail,
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)
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)
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_dream_tool_registry.register_tool(
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DreamTool(
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"delete_chat_history",
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"根据 memory_id 删除一条 ChatHistory 记录(请谨慎使用)。",
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[
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("memory_id", ToolParamType.INTEGER, "需要删除的 ChatHistory 主键 ID。", True, None),
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],
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delete_chat_history,
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)
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)
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_dream_tool_registry.register_tool(
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DreamTool(
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"update_chat_history",
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"按字段更新 ChatHistory 记录,可用于清理、重写或补充信息。",
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[
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("memory_id", ToolParamType.INTEGER, "需要更新的 ChatHistory 主键 ID。", True, None),
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("theme", ToolParamType.STRING, "新的主题标题,如果不需要修改可不填。", False, None),
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("summary", ToolParamType.STRING, "新的概括内容,如果不需要修改可不填。", False, 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']。", False, None),
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],
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update_chat_history,
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)
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)
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_dream_tool_registry.register_tool(
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DreamTool(
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"create_chat_history",
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"根据整理后的理解创建一条新的 ChatHistory 概括记录(主题、概括、关键词等)。",
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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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(
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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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("original_text", ToolParamType.STRING, "对话原文内容(必填)。", True, None),
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(
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"participants",
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ToolParamType.STRING,
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"参与人的 JSON 字符串,如 ['用户1','用户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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create_chat_history,
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)
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)
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_dream_tool_registry.register_tool(
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DreamTool(
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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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(
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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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)
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# ==================== Jargon 维护工具 ====================
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# 注册 Jargon 工具
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_dream_tool_registry.register_tool(
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DreamTool(
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"search_jargon",
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"根据一个或多个关键词搜索当前 chat_id 相关的 Jargon 记录概览(只包含 is_jargon=True,含全局 Jargon),便于快速理解黑话库。",
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[
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("keyword", ToolParamType.STRING, "按一个或多个关键词搜索内容/含义/推断结果(必填)。", True, None),
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],
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search_jargon,
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)
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)
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async def run_dream_agent_once(
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chat_id: str,
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max_iterations: Optional[int] = None,
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start_memory_id: Optional[int] = None,
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) -> None:
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"""
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运行一次 dream agent,对指定 chat_id 的 ChatHistory 进行最多 max_iterations 轮的整理。
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如果 max_iterations 为 None,则使用配置文件中的默认值。
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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()
|
||||
logger.info(f"[dream] 开始对 chat_id={chat_id} 进行 dream 维护,最多迭代 {max_iterations} 轮")
|
||||
|
||||
# 初始化工具(作用域限定在当前 chat_id)
|
||||
init_dream_tools(chat_id)
|
||||
|
||||
tool_registry = get_dream_tool_registry()
|
||||
tool_defs = tool_registry.get_tool_definitions()
|
||||
|
||||
head_prompt_template = prompt_manager.get_prompt("dream_react_head")
|
||||
head_prompt_template.add_context("bot_name", global_config.bot.nickname)
|
||||
head_prompt_template.add_context("time_now", time.strftime("%Y-%m-%d %H:%M:%S", time.localtime()))
|
||||
head_prompt_template.add_context("chat_id", chat_id)
|
||||
head_prompt_template.add_context(
|
||||
"start_memory_id",
|
||||
str(start_memory_id) if start_memory_id is not None else "无(本轮由你自由选择切入点)",
|
||||
)
|
||||
head_prompt_template.add_context("max_iterations", str(max_iterations))
|
||||
|
||||
head_prompt = await prompt_manager.render_prompt(head_prompt_template)
|
||||
|
||||
conversation_messages: List[Message] = []
|
||||
|
||||
# 如果提供了起始记忆 ID,则在对话正式开始前,先把这条记忆的详细信息放入上下文,
|
||||
# 避免 LLM 还需要额外调用一次 get_chat_history_detail 才能看到起始记忆内容。
|
||||
if start_memory_id is not None:
|
||||
try:
|
||||
record = ChatHistory.get_or_none(ChatHistory.id == start_memory_id)
|
||||
if record:
|
||||
start_time_str = (
|
||||
time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(record.start_time))
|
||||
if record.start_time
|
||||
else "未知"
|
||||
)
|
||||
end_time_str = (
|
||||
time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(record.end_time)) if record.end_time else "未知"
|
||||
)
|
||||
detail_text = (
|
||||
f"ID={record.id}\n"
|
||||
f"chat_id={record.chat_id}\n"
|
||||
f"时间范围={start_time_str} 至 {end_time_str}\n"
|
||||
f"主题={record.theme or '无'}\n"
|
||||
f"关键词={record.keywords or '无'}\n"
|
||||
f"参与者={record.participants or '无'}\n"
|
||||
f"概括={record.summary or '无'}"
|
||||
)
|
||||
|
||||
logger.debug(
|
||||
f"[dream] 预加载起始记忆详情 memory_id={start_memory_id},"
|
||||
f"预览: {detail_text[:200].replace(chr(10), ' ')}"
|
||||
)
|
||||
|
||||
start_detail_builder = MessageBuilder()
|
||||
start_detail_builder.set_role(RoleType.User)
|
||||
start_detail_builder.add_text_content(
|
||||
"【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
|
||||
)
|
||||
conversation_messages.append(start_detail_builder.build())
|
||||
else:
|
||||
logger.warning(
|
||||
f"[dream] 提供的 start_memory_id={start_memory_id} 未找到对应 ChatHistory 记录,"
|
||||
"将不预加载起始记忆详情。"
|
||||
)
|
||||
except Exception as e:
|
||||
logger.error(f"[dream] 预加载起始记忆详情失败 start_memory_id={start_memory_id}: {e}")
|
||||
|
||||
# 注意:message_factory 必须是同步函数,返回消息列表(不能是 async/coroutine)
|
||||
def message_factory(
|
||||
_client,
|
||||
*,
|
||||
_head_prompt: str = head_prompt,
|
||||
_conversation_messages: List[Message] = conversation_messages,
|
||||
) -> List[Message]:
|
||||
messages: List[Message] = []
|
||||
system_builder = MessageBuilder()
|
||||
system_builder.set_role(RoleType.System)
|
||||
system_builder.add_text_content(_head_prompt)
|
||||
messages.append(system_builder.build())
|
||||
messages.extend(_conversation_messages)
|
||||
return messages
|
||||
|
||||
for iteration in range(1, max_iterations + 1):
|
||||
# 在每轮开始时,添加轮次信息到对话中
|
||||
remaining_rounds = max_iterations - iteration + 1
|
||||
round_info_builder = MessageBuilder()
|
||||
round_info_builder.set_role(RoleType.User)
|
||||
round_info_builder.add_text_content(
|
||||
f"【轮次信息】当前是第 {iteration}/{max_iterations} 轮,还剩 {remaining_rounds} 轮。"
|
||||
)
|
||||
conversation_messages.append(round_info_builder.build())
|
||||
|
||||
# 调用 LLM 让其决定是否要使用工具
|
||||
(
|
||||
success,
|
||||
response,
|
||||
reasoning_content,
|
||||
model_name,
|
||||
tool_calls,
|
||||
) = await llm_api.generate_with_model_with_tools_by_message_factory(
|
||||
message_factory,
|
||||
model_config=model_config.model_task_config.tool_use,
|
||||
tool_options=tool_defs,
|
||||
request_type="dream.react",
|
||||
)
|
||||
|
||||
if not success:
|
||||
logger.error(f"[dream] 第 {iteration} 轮 LLM 调用失败: {response}")
|
||||
break
|
||||
|
||||
# 先输出「思考」内容,再输出工具调用信息(思考文本较长,仅在 debug 下输出)
|
||||
thought_log = reasoning_content or (response[:300] if response else "")
|
||||
if thought_log:
|
||||
logger.debug(f"[dream] 第 {iteration} 轮思考内容: {thought_log}")
|
||||
|
||||
logger.info(
|
||||
f"[dream] 第 {iteration} 轮响应,模型={model_name},工具调用数={len(tool_calls) if tool_calls else 0}"
|
||||
)
|
||||
|
||||
assistant_msg: Optional[Message] = None
|
||||
if tool_calls:
|
||||
builder = MessageBuilder()
|
||||
builder.set_role(RoleType.Assistant)
|
||||
if response and response.strip():
|
||||
builder.add_text_content(response)
|
||||
builder.set_tool_calls(tool_calls)
|
||||
assistant_msg = builder.build()
|
||||
elif response and response.strip():
|
||||
builder = MessageBuilder()
|
||||
builder.set_role(RoleType.Assistant)
|
||||
builder.add_text_content(response)
|
||||
assistant_msg = builder.build()
|
||||
|
||||
if assistant_msg:
|
||||
conversation_messages.append(assistant_msg)
|
||||
|
||||
# 如果本轮没有工具调用,仅作为思考记录,继续下一轮
|
||||
if not tool_calls:
|
||||
logger.debug(f"[dream] 第 {iteration} 轮未调用任何工具,仅记录思考。")
|
||||
continue
|
||||
|
||||
# 执行所有工具调用
|
||||
tasks = []
|
||||
finish_maintenance_called = False
|
||||
for tc in tool_calls:
|
||||
tool = tool_registry.get_tool(tc.func_name)
|
||||
if not tool:
|
||||
logger.warning(f"[dream] 未知工具:{tc.func_name}")
|
||||
continue
|
||||
|
||||
# 检测是否调用了 finish_maintenance 工具
|
||||
if tc.func_name == "finish_maintenance":
|
||||
finish_maintenance_called = True
|
||||
|
||||
params = tc.args or {}
|
||||
|
||||
async def _run_single(t: DreamTool, p: Dict[str, Any], call_id: str, it: int):
|
||||
try:
|
||||
result = await t.execute(**p)
|
||||
logger.debug(f"[dream] 第 {it} 轮 工具 {t.name} 执行完成")
|
||||
return call_id, result
|
||||
except Exception as e:
|
||||
logger.error(f"[dream] 工具 {t.name} 执行失败: {e}")
|
||||
return call_id, f"工具 {t.name} 执行失败: {e}"
|
||||
|
||||
tasks.append(_run_single(tool, params, tc.call_id, iteration))
|
||||
|
||||
if not tasks:
|
||||
continue
|
||||
|
||||
tool_results = await asyncio.gather(*tasks, return_exceptions=False)
|
||||
|
||||
# 将工具结果作为 Tool 消息追加
|
||||
for call_id, obs in tool_results:
|
||||
tool_builder = MessageBuilder()
|
||||
tool_builder.set_role(RoleType.Tool)
|
||||
tool_builder.add_text_content(str(obs))
|
||||
tool_builder.add_tool_call(call_id)
|
||||
conversation_messages.append(tool_builder.build())
|
||||
|
||||
# 如果调用了 finish_maintenance 工具,提前结束本次运行
|
||||
if finish_maintenance_called:
|
||||
logger.info(f"[dream] 第 {iteration} 轮检测到 finish_maintenance 工具调用,提前结束本次维护。")
|
||||
break
|
||||
|
||||
cost = time.time() - start_ts
|
||||
logger.info(f"[dream] 对 chat_id={chat_id} 的 dream 维护结束,共迭代 {iteration} 轮,耗时 {cost:.1f} 秒")
|
||||
|
||||
# 生成梦境总结
|
||||
await generate_dream_summary(chat_id, conversation_messages, iteration, cost)
|
||||
|
||||
|
||||
def _pick_random_chat_id() -> Optional[str]:
|
||||
"""从 ChatHistory 中随机选择一个 chat_id,用于 dream agent 本次维护
|
||||
|
||||
规则:
|
||||
- 只在 chat_id 所属的 ChatHistory 记录数 >= 10 时才会参与随机选择;
|
||||
- 记录数不足 10 的 chat_id 将被跳过,不会触发做梦 react。
|
||||
"""
|
||||
try:
|
||||
# 统计每个 chat_id 的记录数,只保留记录数 >= 10 的 chat_id
|
||||
rows = (
|
||||
ChatHistory.select(ChatHistory.chat_id, fn.COUNT(ChatHistory.id).alias("cnt"))
|
||||
.group_by(ChatHistory.chat_id)
|
||||
.having(fn.COUNT(ChatHistory.id) >= 10)
|
||||
.order_by(ChatHistory.chat_id)
|
||||
.limit(200)
|
||||
)
|
||||
eligible_ids = [r.chat_id for r in rows]
|
||||
if not eligible_ids:
|
||||
logger.warning("[dream] ChatHistory 中暂无满足条件(记录数 >= 10)的 chat_id,本轮 dream 任务跳过。")
|
||||
return None
|
||||
chosen = random.choice(eligible_ids)
|
||||
logger.info(f"[dream] 从 {len(eligible_ids)} 个满足条件的 chat_id 中随机选择:{chosen}")
|
||||
return chosen
|
||||
except Exception as e:
|
||||
logger.error(f"[dream] 随机选择 chat_id 失败: {e}")
|
||||
return None
|
||||
|
||||
|
||||
def _pick_random_memory_for_chat(chat_id: str) -> Optional[int]:
|
||||
"""
|
||||
在给定 chat_id 下随机选择一条 ChatHistory 记录,作为本轮整理的起始记忆。
|
||||
"""
|
||||
try:
|
||||
rows = (
|
||||
ChatHistory.select(ChatHistory.id)
|
||||
.where(ChatHistory.chat_id == chat_id)
|
||||
.order_by(ChatHistory.start_time.asc())
|
||||
.limit(200)
|
||||
)
|
||||
ids = [r.id for r in rows]
|
||||
if not ids:
|
||||
logger.warning(f"[dream] chat_id={chat_id} 下暂无 ChatHistory 记录,无法选择起始记忆。")
|
||||
return None
|
||||
return random.choice(ids)
|
||||
except Exception as e:
|
||||
logger.error(f"[dream] 在 chat_id={chat_id} 下随机选择起始记忆失败: {e}")
|
||||
return None
|
||||
|
||||
|
||||
async def run_dream_cycle_once() -> None:
|
||||
"""
|
||||
单次 dream 周期:
|
||||
- 随机选择一个 chat_id
|
||||
- 在该 chat_id 下随机选择一条 ChatHistory 作为起始记忆
|
||||
- 以这条起始记忆为切入点,对该 chat_id 运行一次 dream agent(最多 15 轮)
|
||||
"""
|
||||
chat_id = _pick_random_chat_id()
|
||||
if not chat_id:
|
||||
return
|
||||
|
||||
start_memory_id = _pick_random_memory_for_chat(chat_id)
|
||||
await run_dream_agent_once(
|
||||
chat_id=chat_id,
|
||||
max_iterations=None, # 使用配置文件中的默认值
|
||||
start_memory_id=start_memory_id,
|
||||
)
|
||||
|
||||
|
||||
async def start_dream_scheduler(
|
||||
first_delay_seconds: Optional[int] = None,
|
||||
interval_seconds: Optional[int] = None,
|
||||
stop_event: Optional[asyncio.Event] = None,
|
||||
) -> None:
|
||||
"""
|
||||
dream 调度器:
|
||||
- 程序启动后先等待 first_delay_seconds(如果为 None,则使用配置文件中的值,默认 60s)
|
||||
- 然后每隔 interval_seconds(如果为 None,则使用配置文件中的值,默认 30 分钟)运行一次 dream agent 周期
|
||||
- 如果提供 stop_event,则在 stop_event 被 set() 后优雅退出循环
|
||||
"""
|
||||
if first_delay_seconds is None:
|
||||
first_delay_seconds = global_config.dream.first_delay_seconds
|
||||
|
||||
if interval_seconds is None:
|
||||
interval_seconds = global_config.dream.interval_minutes * 60
|
||||
|
||||
logger.info(
|
||||
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"
|
||||
)
|
||||
|
||||
try:
|
||||
await asyncio.sleep(first_delay_seconds)
|
||||
while True:
|
||||
if stop_event is not None and stop_event.is_set():
|
||||
logger.info("[dream] 收到停止事件,结束 dream 调度器循环。")
|
||||
break
|
||||
|
||||
start_ts = time.time()
|
||||
# 检查当前时间是否在允许做梦的时间段内
|
||||
if not TempMethodsDream.is_in_dream_time():
|
||||
logger.debug("[dream] 当前时间不在允许做梦的时间段内,跳过本次执行")
|
||||
else:
|
||||
try:
|
||||
await run_dream_cycle_once()
|
||||
except Exception as e:
|
||||
logger.error(f"[dream] 单次 dream 周期执行异常: {e}")
|
||||
|
||||
elapsed = time.time() - start_ts
|
||||
# 保证两次执行之间至少间隔 interval_seconds
|
||||
to_sleep = max(0.0, interval_seconds - elapsed)
|
||||
await asyncio.sleep(to_sleep)
|
||||
except asyncio.CancelledError:
|
||||
logger.info("[dream] dream 调度器任务被取消,准备退出。")
|
||||
raise
|
||||
|
||||
|
||||
class TempMethodsDream:
|
||||
@staticmethod
|
||||
def is_in_dream_time() -> bool:
|
||||
if not global_config.dream.dream_time_ranges:
|
||||
return True
|
||||
now_min = time.localtime()
|
||||
now_total_min = now_min.tm_hour * 60 + now_min.tm_min
|
||||
for time_range in global_config.dream.dream_time_ranges:
|
||||
if parsed := TempMethodsDream._parse_range(time_range):
|
||||
start_min, end_min = parsed
|
||||
if TempMethodsDream._in_range(now_total_min, start_min, end_min):
|
||||
return True
|
||||
return False
|
||||
|
||||
@staticmethod
|
||||
def _in_range(now_min, start_min, end_min) -> bool:
|
||||
if start_min <= end_min:
|
||||
return start_min <= now_min <= end_min
|
||||
return now_min >= start_min or now_min <= end_min
|
||||
|
||||
@staticmethod
|
||||
def _parse_range(range_str: str) -> Optional[Tuple[int, int]]:
|
||||
try:
|
||||
start_str, end_str = [s.strip() for s in range_str.split("-")]
|
||||
sh, sm = [int(x) for x in start_str.split(":")]
|
||||
eh, em = [int(x) for x in end_str.split(":")]
|
||||
return sh * 60 + sm, eh * 60 + em
|
||||
except Exception:
|
||||
return None
|
||||
@@ -1,210 +0,0 @@
|
||||
from typing import List, Optional
|
||||
import random
|
||||
import json
|
||||
|
||||
from src.common.logger import get_logger
|
||||
from src.config.config import global_config, model_config
|
||||
from src.llm_models.payload_content.message import RoleType, Message
|
||||
from src.prompt.prompt_manager import prompt_manager
|
||||
from src.llm_models.utils_model import LLMRequest
|
||||
from src.common.utils.utils_session import SessionUtils
|
||||
from src.services import send_service as send_api
|
||||
|
||||
logger = get_logger("dream_generator")
|
||||
|
||||
# 初始化 utils 模型用于生成梦境总结
|
||||
_dream_summary_model: Optional[LLMRequest] = None
|
||||
|
||||
# 梦境风格列表(21种)
|
||||
DREAM_STYLES = [
|
||||
"保持诗意和想象力,自由编写",
|
||||
"诗意朦胧,如薄雾笼罩的清晨",
|
||||
"奇幻冒险,充满未知与探索",
|
||||
"温暖怀旧,带着时光的痕迹",
|
||||
"神秘悬疑,暗藏深意",
|
||||
"浪漫唯美,如诗如画",
|
||||
"科幻未来,科技与想象交织",
|
||||
"自然清新,如山林间的微风",
|
||||
"深沉哲思,引人深思",
|
||||
"轻松幽默,充满趣味",
|
||||
"悲伤忧郁,带着淡淡哀愁",
|
||||
"激昂热烈,充满活力",
|
||||
"宁静平和,如湖面般平静",
|
||||
"荒诞离奇,打破常规",
|
||||
"细腻温柔,如春风拂面",
|
||||
"壮阔宏大,气势磅礴",
|
||||
"简约纯粹,返璞归真",
|
||||
"复杂多变,层次丰富",
|
||||
"梦幻迷离,虚实难辨",
|
||||
"现实写意,贴近生活",
|
||||
"抽象概念,超越具象",
|
||||
]
|
||||
|
||||
|
||||
def get_random_dream_styles(count: int = 2) -> List[str]:
|
||||
"""从梦境风格列表中随机选择指定数量的风格"""
|
||||
return random.sample(DREAM_STYLES, min(count, len(DREAM_STYLES)))
|
||||
|
||||
|
||||
async def generate_dream_summary(
|
||||
chat_id: str,
|
||||
conversation_messages: List[Message],
|
||||
total_iterations: int,
|
||||
time_cost: float,
|
||||
) -> None:
|
||||
"""生成梦境总结,输出到日志,并根据配置可选地推送给指定用户"""
|
||||
try:
|
||||
# 第一步:建立工具调用结果映射 (call_id -> result)
|
||||
tool_results_map: dict[str, str] = {}
|
||||
for msg in conversation_messages:
|
||||
if msg.role == RoleType.Tool and msg.tool_call_id:
|
||||
content = ""
|
||||
if msg.content:
|
||||
if isinstance(msg.content, list) and msg.content:
|
||||
content = msg.content[0].text if hasattr(msg.content[0], "text") else str(msg.content[0])
|
||||
else:
|
||||
content = str(msg.content)
|
||||
tool_results_map[msg.tool_call_id] = content
|
||||
|
||||
# 第二步:详细记录所有工具调用操作和结果到日志
|
||||
tool_call_count = 0
|
||||
logger.info(f"[dream][工具调用详情] 开始记录 chat_id={chat_id} 的所有工具调用操作:")
|
||||
|
||||
for msg in conversation_messages:
|
||||
if msg.role == RoleType.Assistant and msg.tool_calls:
|
||||
tool_call_count += 1
|
||||
# 提取思考内容
|
||||
thought_content = ""
|
||||
if msg.content:
|
||||
if isinstance(msg.content, list) and msg.content:
|
||||
thought_content = (
|
||||
msg.content[0].text if hasattr(msg.content[0], "text") else str(msg.content[0])
|
||||
)
|
||||
else:
|
||||
thought_content = str(msg.content)
|
||||
|
||||
logger.info(f"[dream][工具调用详情] === 第 {tool_call_count} 组工具调用 ===")
|
||||
if thought_content:
|
||||
logger.info(
|
||||
f"[dream][工具调用详情] 思考内容:{thought_content[:500]}{'...' if len(thought_content) > 500 else ''}"
|
||||
)
|
||||
|
||||
# 记录每个工具调用的详细信息
|
||||
for idx, tool_call in enumerate(msg.tool_calls, 1):
|
||||
tool_name = tool_call.func_name
|
||||
tool_args = tool_call.args or {}
|
||||
tool_call_id = tool_call.call_id
|
||||
tool_result = tool_results_map.get(tool_call_id, "未找到执行结果")
|
||||
|
||||
# 格式化参数
|
||||
try:
|
||||
args_str = json.dumps(tool_args, ensure_ascii=False, indent=2) if tool_args else "无参数"
|
||||
except Exception:
|
||||
args_str = str(tool_args)
|
||||
|
||||
logger.info(f"[dream][工具调用详情] --- 工具 {idx}: {tool_name} ---")
|
||||
logger.info(f"[dream][工具调用详情] 调用参数:\n{args_str}")
|
||||
logger.info(f"[dream][工具调用详情] 执行结果:\n{tool_result}")
|
||||
logger.info(f"[dream][工具调用详情] {'-' * 60}")
|
||||
|
||||
logger.info(f"[dream][工具调用详情] 共记录了 {tool_call_count} 组工具调用操作")
|
||||
|
||||
# 第三步:构建对话历史摘要(用于生成梦境)
|
||||
conversation_summary = []
|
||||
for msg in conversation_messages:
|
||||
role = msg.role.value if hasattr(msg.role, "value") else str(msg.role)
|
||||
content = ""
|
||||
if msg.content:
|
||||
content = msg.content[0].text if isinstance(msg.content, list) and msg.content else str(msg.content)
|
||||
|
||||
if role == "user" and "轮次信息" in content:
|
||||
# 跳过轮次信息消息
|
||||
continue
|
||||
|
||||
if role == "assistant":
|
||||
# 只保留思考内容,简化工具调用信息
|
||||
if content:
|
||||
# 截取前500字符,避免过长
|
||||
content_preview = content[:500] + ("..." if len(content) > 500 else "")
|
||||
conversation_summary.append(f"[{role}] {content_preview}")
|
||||
elif role == "tool":
|
||||
# 工具结果,只保留关键信息
|
||||
if content:
|
||||
# 截取前300字符
|
||||
content_preview = content[:300] + ("..." if len(content) > 300 else "")
|
||||
conversation_summary.append(f"[工具执行] {content_preview}")
|
||||
|
||||
conversation_text = "\n".join(conversation_summary[-20:]) # 只保留最后20条消息
|
||||
|
||||
# 随机选择2个梦境风格
|
||||
selected_styles = get_random_dream_styles(2)
|
||||
dream_styles_text = "\n".join([f"{i + 1}. {style}" for i, style in enumerate(selected_styles)])
|
||||
|
||||
# 使用 Prompt 管理器格式化梦境生成 prompt
|
||||
dream_prompt_template = prompt_manager.get_prompt("dream_summary")
|
||||
dream_prompt_template.add_context("chat_id", chat_id)
|
||||
dream_prompt_template.add_context("total_iterations", str(total_iterations))
|
||||
dream_prompt_template.add_context("time_cost", str(time_cost))
|
||||
dream_prompt_template.add_context("conversation_text", conversation_text)
|
||||
dream_prompt_template.add_context("dream_styles", dream_styles_text)
|
||||
dream_prompt = await prompt_manager.render_prompt(dream_prompt_template)
|
||||
|
||||
# 调用 utils 模型生成梦境
|
||||
summary_model = LLMRequest(
|
||||
model_set=model_config.model_task_config.replyer,
|
||||
request_type="dream.summary",
|
||||
)
|
||||
dream_content, (reasoning, model_name, _) = await summary_model.generate_response_async(
|
||||
dream_prompt,
|
||||
temperature=0.8,
|
||||
)
|
||||
|
||||
if dream_content:
|
||||
logger.info(f"[dream][梦境总结] 对 chat_id={chat_id} 的整理过程梦境:\n{dream_content}")
|
||||
|
||||
# 第五步:根据配置决定是否将梦境发送给指定用户
|
||||
try:
|
||||
dream_send_raw = getattr(global_config.dream, "dream_send", "") or ""
|
||||
dream_send = dream_send_raw.strip()
|
||||
if dream_send:
|
||||
parts = dream_send.split(":")
|
||||
if len(parts) != 2:
|
||||
logger.warning(
|
||||
f"[dream][梦境总结] dream_send 配置格式不正确,应为 'platform:user_id',当前值: {dream_send_raw!r}"
|
||||
)
|
||||
else:
|
||||
platform, user_id = parts[0].strip(), parts[1].strip()
|
||||
if not platform or not user_id:
|
||||
logger.warning(f"[dream][梦境总结] dream_send 平台或用户ID为空,当前值: {dream_send_raw!r}")
|
||||
else:
|
||||
# 默认为私聊会话
|
||||
stream_id = SessionUtils.calculate_session_id(
|
||||
platform=platform,
|
||||
user_id=str(user_id),
|
||||
)
|
||||
if not stream_id:
|
||||
logger.error(
|
||||
f"[dream][梦境总结] 无法根据 dream_send 找到有效的聊天流,"
|
||||
f"platform={platform!r}, user_id={user_id!r}"
|
||||
)
|
||||
else:
|
||||
dream_visible = global_config.dream.dream_visible
|
||||
ok = await send_api.text_to_stream(
|
||||
dream_content,
|
||||
stream_id=stream_id,
|
||||
typing=False,
|
||||
storage_message=dream_visible,
|
||||
)
|
||||
if ok:
|
||||
logger.info(
|
||||
f"[dream][梦境总结] 已将梦境结果发送给配置的目标用户: {platform}:{user_id}"
|
||||
)
|
||||
else:
|
||||
logger.error(f"[dream][梦境总结] 向 {platform}:{user_id} 发送梦境结果失败")
|
||||
except Exception as send_exc:
|
||||
logger.error(f"[dream][梦境总结] 发送梦境结果到配置用户时出错: {send_exc}", exc_info=True)
|
||||
else:
|
||||
logger.warning("[dream][梦境总结] 未能生成梦境总结")
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"[dream][梦境总结] 生成梦境总结失败: {e}", exc_info=True)
|
||||
@@ -1,6 +0,0 @@
|
||||
"""
|
||||
dream agent 工具实现模块。
|
||||
|
||||
每个工具的具体实现放在独立文件中,通过 make_xxx(chat_id) 工厂函数
|
||||
生成绑定到特定 chat_id 的协程函数,由 dream_agent.init_dream_tools 统一注册。
|
||||
"""
|
||||
@@ -1,65 +0,0 @@
|
||||
import time
|
||||
|
||||
from src.common.logger import get_logger
|
||||
from src.common.database.database_model import ChatHistory
|
||||
|
||||
logger = get_logger("dream_agent")
|
||||
|
||||
|
||||
def make_create_chat_history(chat_id: str):
|
||||
async def create_chat_history(
|
||||
theme: str,
|
||||
summary: str,
|
||||
keywords: str,
|
||||
original_text: str,
|
||||
participants: str,
|
||||
start_time: float,
|
||||
end_time: float,
|
||||
) -> str:
|
||||
"""创建一条新的 ChatHistory 概括记录(用于整理/合并后的新记忆)"""
|
||||
try:
|
||||
logger.info(
|
||||
f"[dream][tool] 调用 create_chat_history("
|
||||
f"theme={bool(theme)}, summary={bool(summary)}, "
|
||||
f"keywords={bool(keywords)}, original_text={bool(original_text)}, "
|
||||
f"participants={bool(participants)}, "
|
||||
f"start_time={start_time}, end_time={end_time}) (chat_id={chat_id})"
|
||||
)
|
||||
|
||||
now_ts = time.time()
|
||||
|
||||
# 将传入的 start_time/end_time(如果有)解析为时间戳;否则回退为当前时间
|
||||
def _parse_ts(value, default):
|
||||
if value is None:
|
||||
return default
|
||||
try:
|
||||
return float(value)
|
||||
except (TypeError, ValueError):
|
||||
return default
|
||||
|
||||
start_ts = _parse_ts(start_time, now_ts)
|
||||
end_ts = _parse_ts(end_time, now_ts)
|
||||
|
||||
record = ChatHistory.create(
|
||||
chat_id=chat_id,
|
||||
theme=theme,
|
||||
summary=summary,
|
||||
keywords=keywords,
|
||||
original_text=original_text,
|
||||
participants=participants,
|
||||
# 对于由 dream 整理产生的新概括,时间范围优先使用工具提供的时间,否则使用当前时间占位
|
||||
start_time=start_ts,
|
||||
end_time=end_ts,
|
||||
)
|
||||
|
||||
msg = (
|
||||
f"已创建新的 ChatHistory 记录,ID={record.id},"
|
||||
f"theme={record.theme or '无'},summary={'有' if record.summary else '无'}。"
|
||||
)
|
||||
logger.info(f"[dream][tool] create_chat_history 完成: {msg}")
|
||||
return msg
|
||||
except Exception as e:
|
||||
logger.error(f"create_chat_history 失败: {e}")
|
||||
return f"create_chat_history 执行失败: {e}"
|
||||
|
||||
return create_chat_history
|
||||
@@ -1,25 +0,0 @@
|
||||
from src.common.logger import get_logger
|
||||
from src.common.database.database_model import ChatHistory
|
||||
|
||||
logger = get_logger("dream_agent")
|
||||
|
||||
|
||||
def make_delete_chat_history(chat_id: str): # chat_id 目前未直接使用,预留以备扩展
|
||||
async def delete_chat_history(memory_id: int) -> str:
|
||||
"""删除一条 chat_history 记录"""
|
||||
try:
|
||||
logger.info(f"[dream][tool] 调用 delete_chat_history(memory_id={memory_id})")
|
||||
record = ChatHistory.get_or_none(ChatHistory.id == memory_id)
|
||||
if not record:
|
||||
msg = f"未找到 ID={memory_id} 的 ChatHistory 记录,无法删除。"
|
||||
logger.info(f"[dream][tool] delete_chat_history 未找到记录: {msg}")
|
||||
return msg
|
||||
rows = ChatHistory.delete().where(ChatHistory.id == memory_id).execute()
|
||||
msg = f"已删除 ID={memory_id} 的 ChatHistory 记录,受影响行数={rows}。"
|
||||
logger.info(f"[dream][tool] delete_chat_history 完成: {msg}")
|
||||
return msg
|
||||
except Exception as e:
|
||||
logger.error(f"delete_chat_history 失败: {e}")
|
||||
return f"delete_chat_history 执行失败: {e}"
|
||||
|
||||
return delete_chat_history
|
||||
@@ -1,25 +0,0 @@
|
||||
from src.common.logger import get_logger
|
||||
from src.common.database.database_model import Jargon
|
||||
|
||||
logger = get_logger("dream_agent")
|
||||
|
||||
|
||||
def make_delete_jargon(chat_id: str): # chat_id 目前未直接使用,预留以备扩展
|
||||
async def delete_jargon(jargon_id: int) -> str:
|
||||
"""删除一条 Jargon 记录"""
|
||||
try:
|
||||
logger.info(f"[dream][tool] 调用 delete_jargon(jargon_id={jargon_id})")
|
||||
record = Jargon.get_or_none(Jargon.id == jargon_id)
|
||||
if not record:
|
||||
msg = f"未找到 ID={jargon_id} 的 Jargon 记录,无法删除。"
|
||||
logger.info(f"[dream][tool] delete_jargon 未找到记录: {msg}")
|
||||
return msg
|
||||
rows = Jargon.delete().where(Jargon.id == jargon_id).execute()
|
||||
msg = f"已删除 ID={jargon_id} 的 Jargon 记录(内容:{record.content}),受影响行数={rows}。"
|
||||
logger.info(f"[dream][tool] delete_jargon 完成: {msg}")
|
||||
return msg
|
||||
except Exception as e:
|
||||
logger.error(f"delete_jargon 失败: {e}")
|
||||
return f"delete_jargon 执行失败: {e}"
|
||||
|
||||
return delete_jargon
|
||||
@@ -1,16 +0,0 @@
|
||||
from typing import Optional
|
||||
|
||||
from src.common.logger import get_logger
|
||||
|
||||
logger = get_logger("dream_agent")
|
||||
|
||||
|
||||
def make_finish_maintenance(chat_id: str): # chat_id 目前未直接使用,预留以备扩展
|
||||
async def finish_maintenance(reason: Optional[str] = None) -> str:
|
||||
"""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,没有更多需要整理的内容时,调用此工具来结束本次运行。"""
|
||||
reason_text = f",原因:{reason}" if reason else ""
|
||||
msg = f"DREAM_MAINTENANCE_COMPLETE{reason_text}"
|
||||
logger.info(f"[dream][tool] 调用 finish_maintenance,结束本次维护{reason_text}")
|
||||
return msg
|
||||
|
||||
return finish_maintenance
|
||||
@@ -1,43 +0,0 @@
|
||||
import time
|
||||
|
||||
from src.common.logger import get_logger
|
||||
from src.common.database.database_model import ChatHistory
|
||||
|
||||
logger = get_logger("dream_agent")
|
||||
|
||||
|
||||
def make_get_chat_history_detail(chat_id: str): # chat_id 目前未直接使用,预留以备扩展
|
||||
async def get_chat_history_detail(memory_id: int) -> str:
|
||||
"""获取单条 chat_history 的完整内容"""
|
||||
try:
|
||||
logger.info(f"[dream][tool] 调用 get_chat_history_detail(memory_id={memory_id})")
|
||||
record = ChatHistory.get_or_none(ChatHistory.id == memory_id)
|
||||
if not record:
|
||||
msg = f"未找到 ID={memory_id} 的 ChatHistory 记录。"
|
||||
logger.info(f"[dream][tool] get_chat_history_detail 未找到记录: {msg}")
|
||||
return msg
|
||||
|
||||
# 将时间戳转换为可读时间格式
|
||||
start_time_str = (
|
||||
time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(record.start_time)) if record.start_time else "未知"
|
||||
)
|
||||
end_time_str = (
|
||||
time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(record.end_time)) if record.end_time else "未知"
|
||||
)
|
||||
|
||||
result = (
|
||||
f"ID={record.id}\n"
|
||||
# f"chat_id={record.chat_id}\n"
|
||||
f"时间范围={start_time_str} 至 {end_time_str}\n"
|
||||
f"主题={record.theme or '无'}\n"
|
||||
f"关键词={record.keywords or '无'}\n"
|
||||
f"参与者={record.participants or '无'}\n"
|
||||
f"概括={record.summary or '无'}"
|
||||
)
|
||||
logger.debug(f"[dream][tool] get_chat_history_detail 成功,预览: {result[:200].replace(chr(10), ' ')}")
|
||||
return result
|
||||
except Exception as e:
|
||||
logger.error(f"get_chat_history_detail 失败: {e}")
|
||||
return f"get_chat_history_detail 执行失败: {e}"
|
||||
|
||||
return get_chat_history_detail
|
||||
@@ -1,214 +0,0 @@
|
||||
import json
|
||||
from typing import List, Optional
|
||||
|
||||
from src.common.logger import get_logger
|
||||
from src.common.database.database_model import ChatHistory
|
||||
from src.chat.utils.utils import parse_keywords_string
|
||||
|
||||
logger = get_logger("dream_agent")
|
||||
|
||||
|
||||
def make_search_chat_history(chat_id: str):
|
||||
async def search_chat_history(
|
||||
keyword: Optional[str] = None,
|
||||
participant: Optional[str] = None,
|
||||
) -> str:
|
||||
"""根据关键词或参与人查询记忆,返回匹配的记忆id、记忆标题theme和关键词keywords(dream 维护专用版本)"""
|
||||
try:
|
||||
# 检查参数
|
||||
if not keyword and not participant:
|
||||
return "未指定查询参数(需要提供keyword或participant之一)"
|
||||
|
||||
logger.info(
|
||||
f"[dream][tool] 调用 search_chat_history(keyword={keyword}, participant={participant}) "
|
||||
f"(作用域 chat_id={chat_id})"
|
||||
)
|
||||
|
||||
# 构建查询条件
|
||||
query = ChatHistory.select().where(ChatHistory.chat_id == chat_id)
|
||||
|
||||
# 执行查询(按时间倒序,最近的在前)
|
||||
records = list(query.order_by(ChatHistory.start_time.desc()).limit(50))
|
||||
|
||||
filtered_records: List[ChatHistory] = []
|
||||
|
||||
for record in records:
|
||||
participant_matched = True # 如果没有participant条件,默认为True
|
||||
keyword_matched = True # 如果没有keyword条件,默认为True
|
||||
|
||||
# 检查参与人匹配
|
||||
if participant:
|
||||
participant_matched = False
|
||||
participants_list: List[str] = []
|
||||
if record.participants:
|
||||
try:
|
||||
participants_data = (
|
||||
json.loads(record.participants)
|
||||
if isinstance(record.participants, str)
|
||||
else record.participants
|
||||
)
|
||||
if isinstance(participants_data, list):
|
||||
participants_list = [str(p).lower() for p in participants_data]
|
||||
except (json.JSONDecodeError, TypeError, ValueError):
|
||||
pass
|
||||
|
||||
participant_lower = participant.lower().strip()
|
||||
if participant_lower and any(participant_lower in p for p in participants_list):
|
||||
participant_matched = True
|
||||
|
||||
# 检查关键词匹配
|
||||
if keyword:
|
||||
keyword_matched = False
|
||||
# 解析多个关键词(支持空格、逗号等分隔符)
|
||||
keywords_list = parse_keywords_string(keyword)
|
||||
if not keywords_list:
|
||||
keywords_list = [keyword.strip()] if keyword.strip() else []
|
||||
|
||||
# 转换为小写以便匹配
|
||||
keywords_lower = [kw.lower() for kw in keywords_list if kw.strip()]
|
||||
|
||||
if keywords_lower:
|
||||
# 在theme、keywords、summary、original_text中搜索
|
||||
theme = (record.theme or "").lower()
|
||||
summary = (record.summary or "").lower()
|
||||
original_text = (record.original_text or "").lower()
|
||||
|
||||
# 解析record中的keywords JSON
|
||||
record_keywords_list: List[str] = []
|
||||
if record.keywords:
|
||||
try:
|
||||
keywords_data = (
|
||||
json.loads(record.keywords) if isinstance(record.keywords, str) else record.keywords
|
||||
)
|
||||
if isinstance(keywords_data, list):
|
||||
record_keywords_list = [str(k).lower() for k in keywords_data]
|
||||
except (json.JSONDecodeError, TypeError, ValueError):
|
||||
pass
|
||||
|
||||
# 有容错的全匹配:如果关键词数量>2,允许n-1个关键词匹配;否则必须全部匹配
|
||||
matched_count = 0
|
||||
for kw in keywords_lower:
|
||||
kw_matched = (
|
||||
kw in theme
|
||||
or kw in summary
|
||||
or kw in original_text
|
||||
or any(kw in k for k in record_keywords_list)
|
||||
)
|
||||
if kw_matched:
|
||||
matched_count += 1
|
||||
|
||||
# 计算需要匹配的关键词数量
|
||||
total_keywords = len(keywords_lower)
|
||||
if total_keywords > 2:
|
||||
# 关键词数量>2,允许n-1个关键词匹配
|
||||
required_matches = total_keywords - 1
|
||||
else:
|
||||
# 关键词数量<=2,必须全部匹配
|
||||
required_matches = total_keywords
|
||||
|
||||
keyword_matched = matched_count >= required_matches
|
||||
|
||||
# 两者都匹配(如果同时有participant和keyword,需要两者都匹配;如果只有一个条件,只需要该条件匹配)
|
||||
matched = participant_matched and keyword_matched
|
||||
|
||||
if matched:
|
||||
filtered_records.append(record)
|
||||
|
||||
if not filtered_records:
|
||||
if keyword and participant:
|
||||
keywords_str = "、".join(parse_keywords_string(keyword) if keyword else [])
|
||||
return f"未找到包含关键词'{keywords_str}'且参与人包含'{participant}'的聊天记录"
|
||||
elif keyword:
|
||||
keywords_list = parse_keywords_string(keyword)
|
||||
keywords_str = "、".join(keywords_list)
|
||||
if len(keywords_list) > 2:
|
||||
required_count = len(keywords_list) - 1
|
||||
return f"未找到包含至少{required_count}个关键词(共{len(keywords_list)}个)'{keywords_str}'的聊天记录"
|
||||
else:
|
||||
return f"未找到包含所有关键词'{keywords_str}'的聊天记录"
|
||||
elif participant:
|
||||
return f"未找到参与人包含'{participant}'的聊天记录"
|
||||
else:
|
||||
return "未找到相关聊天记录"
|
||||
|
||||
# 如果匹配结果超过20条,不返回具体记录,只返回提示和所有相关关键词
|
||||
if len(filtered_records) > 20:
|
||||
all_keywords_set = set()
|
||||
for record in filtered_records:
|
||||
if record.keywords:
|
||||
try:
|
||||
keywords_data = (
|
||||
json.loads(record.keywords) if isinstance(record.keywords, str) else record.keywords
|
||||
)
|
||||
if isinstance(keywords_data, list):
|
||||
for k in keywords_data:
|
||||
k_str = str(k).strip()
|
||||
if k_str:
|
||||
all_keywords_set.add(k_str)
|
||||
except (json.JSONDecodeError, TypeError, ValueError):
|
||||
continue
|
||||
|
||||
search_label = keyword or participant or "当前条件"
|
||||
|
||||
if all_keywords_set:
|
||||
keywords_str = "、".join(sorted(all_keywords_set))
|
||||
response_text = (
|
||||
f"包含“{search_label}”的结果过多,请尝试更多关键词精确查找\n\n"
|
||||
f'有关"{search_label}"的关键词:\n'
|
||||
f"{keywords_str}"
|
||||
)
|
||||
else:
|
||||
response_text = (
|
||||
f"包含“{search_label}”的结果过多,请尝试更多关键词精确查找\n\n"
|
||||
f'有关"{search_label}"的关键词信息为空'
|
||||
)
|
||||
|
||||
logger.info(
|
||||
f"[dream][tool] search_chat_history 匹配结果超过20条,返回关键词汇总提示,总数={len(filtered_records)}"
|
||||
)
|
||||
return response_text
|
||||
|
||||
# 构建结果文本,返回id、theme和keywords(最多20条)
|
||||
results: List[str] = []
|
||||
for record in filtered_records[:20]:
|
||||
result_parts: List[str] = []
|
||||
|
||||
# 记忆ID
|
||||
result_parts.append(f"记忆ID:{record.id}")
|
||||
|
||||
# 主题
|
||||
if record.theme:
|
||||
result_parts.append(f"主题:{record.theme}")
|
||||
else:
|
||||
result_parts.append("主题:(无)")
|
||||
|
||||
# 关键词
|
||||
if record.keywords:
|
||||
try:
|
||||
keywords_data = (
|
||||
json.loads(record.keywords) if isinstance(record.keywords, str) else record.keywords
|
||||
)
|
||||
if isinstance(keywords_data, list) and keywords_data:
|
||||
keywords_str = "、".join([str(k) for k in keywords_data])
|
||||
result_parts.append(f"关键词:{keywords_str}")
|
||||
else:
|
||||
result_parts.append("关键词:(无)")
|
||||
except (json.JSONDecodeError, TypeError, ValueError):
|
||||
result_parts.append("关键词:(无)")
|
||||
else:
|
||||
result_parts.append("关键词:(无)")
|
||||
|
||||
results.append("\n".join(result_parts))
|
||||
|
||||
if not results:
|
||||
return "未找到相关聊天记录"
|
||||
|
||||
response_text = "\n\n---\n\n".join(results)
|
||||
|
||||
logger.info(f"[dream][tool] search_chat_history 返回 {len(filtered_records)} 条匹配记录")
|
||||
return response_text
|
||||
except Exception as e:
|
||||
logger.error(f"search_chat_history 失败: {e}")
|
||||
return f"search_chat_history 执行失败: {e}"
|
||||
|
||||
return search_chat_history
|
||||
@@ -1,102 +0,0 @@
|
||||
from typing import List
|
||||
|
||||
from src.common.logger import get_logger
|
||||
from src.common.database.database_model import Jargon
|
||||
from src.config.config import global_config
|
||||
from src.chat.utils.utils import parse_keywords_string
|
||||
from src.bw_learner.learner_utils_old import parse_chat_id_list, chat_id_list_contains
|
||||
|
||||
logger = get_logger("dream_agent")
|
||||
|
||||
|
||||
def make_search_jargon(chat_id: str):
|
||||
async def search_jargon(keyword: str) -> str:
|
||||
"""根据一个或多个关键词搜索当前 chat_id 相关的 Jargon 记录概览(只包含 is_jargon=True,是否跨 chat_id 由 all_global 决定)"""
|
||||
try:
|
||||
if not keyword or not keyword.strip():
|
||||
return "未指定查询关键词(参数 keyword 为必填,且不能为空)"
|
||||
|
||||
logger.info(f"[dream][tool] 调用 search_jargon(keyword={keyword}) (作用域 chat_id={chat_id})")
|
||||
|
||||
# 基础条件:只查 is_jargon=True 的记录
|
||||
query = Jargon.select().where(Jargon.is_jargon)
|
||||
|
||||
# 根据 all_global 配置决定 chat_id 作用域
|
||||
if global_config.expression.all_global_jargon:
|
||||
# 开启全局黑话:只看 is_global=True 的记录,不区分 chat_id
|
||||
query = query.where(Jargon.is_global)
|
||||
else:
|
||||
# 关闭全局黑话:后续在 Python 层按 chat_id 列表过滤(包含 is_global=True)
|
||||
pass
|
||||
|
||||
# 先按使用次数排序取一批候选,做一个安全上限
|
||||
query = query.order_by(Jargon.count.desc()).limit(200)
|
||||
candidates = list(query)
|
||||
|
||||
if not candidates:
|
||||
msg = "未找到符合条件的 Jargon 记录。"
|
||||
logger.info(f"[dream][tool] search_jargon 无记录: {msg}")
|
||||
return msg
|
||||
|
||||
# 关键词为必填,因此此处必然执行关键词过滤(支持多个关键词,大小写不敏感)
|
||||
keywords_list = parse_keywords_string(keyword) or []
|
||||
if not keywords_list and keyword.strip():
|
||||
keywords_list = [keyword.strip()]
|
||||
keywords_lower = [kw.lower() for kw in keywords_list if kw.strip()]
|
||||
|
||||
# 先按关键词过滤(仅对 content 字段进行匹配)
|
||||
filtered_keyword: List[Jargon] = []
|
||||
for r in candidates:
|
||||
content = (r.content or "").lower()
|
||||
|
||||
# 只要命中任意一个关键词即可视为匹配(OR 逻辑)
|
||||
any_matched = False
|
||||
for kw in keywords_lower:
|
||||
if not kw:
|
||||
continue
|
||||
if kw in content:
|
||||
any_matched = True
|
||||
break
|
||||
|
||||
if any_matched:
|
||||
filtered_keyword.append(r)
|
||||
|
||||
if global_config.expression.all_global_jargon:
|
||||
# 全局黑话模式:不再做 chat_id 过滤,直接使用关键词过滤结果
|
||||
records = filtered_keyword
|
||||
else:
|
||||
# 非全局模式:仅保留全局黑话或 chat_id 列表中包含当前 chat_id 的记录
|
||||
records = []
|
||||
for r in filtered_keyword:
|
||||
if r.is_global:
|
||||
records.append(r)
|
||||
continue
|
||||
chat_id_list = parse_chat_id_list(r.chat_id)
|
||||
if chat_id_list_contains(chat_id_list, chat_id):
|
||||
records.append(r)
|
||||
|
||||
if not records:
|
||||
scope_note = (
|
||||
"(当前为全局黑话模式,仅统计 is_global=True 的条目)"
|
||||
if global_config.expression.all_global_jargon
|
||||
else "(当前为按 chat_id 作用域模式,仅统计全局黑话或与当前 chat_id 相关的条目)"
|
||||
)
|
||||
return f"未找到包含关键词'{keyword}'的 Jargon 记录{scope_note}"
|
||||
|
||||
lines: List[str] = []
|
||||
for r in records:
|
||||
is_jargon_str = "是" if r.is_jargon else "否" if r.is_jargon is False else "未判定"
|
||||
is_global_str = "全局" if r.is_global else "非全局"
|
||||
lines.append(
|
||||
f"ID={r.id} | 内容={r.content} | 含义={r.meaning or '无'} | "
|
||||
f"chat_id={r.chat_id} | {is_global_str} | 是否黑话={is_jargon_str}"
|
||||
)
|
||||
|
||||
result = "\n".join(lines)
|
||||
logger.info(f"[dream][tool] search_jargon 返回 {len(records)} 条记录")
|
||||
return result
|
||||
except Exception as e:
|
||||
logger.error(f"search_jargon 失败: {e}")
|
||||
return f"search_jargon 执行失败: {e}"
|
||||
|
||||
return search_jargon
|
||||
@@ -1,48 +0,0 @@
|
||||
from typing import Any, Dict, Optional
|
||||
|
||||
from src.common.logger import get_logger
|
||||
from src.common.database.database_model import ChatHistory
|
||||
from src.services import database_service as database_api
|
||||
|
||||
logger = get_logger("dream_agent")
|
||||
|
||||
|
||||
def make_update_chat_history(chat_id: str): # chat_id 目前未直接使用,预留以备扩展
|
||||
async def update_chat_history(
|
||||
memory_id: int,
|
||||
theme: Optional[str] = None,
|
||||
summary: Optional[str] = None,
|
||||
keywords: Optional[str] = None,
|
||||
) -> str:
|
||||
"""按字段更新 chat_history(字符串字段要求 JSON 的字段须传入已序列化的字符串)"""
|
||||
try:
|
||||
logger.info(
|
||||
f"[dream][tool] 调用 update_chat_history(memory_id={memory_id}, "
|
||||
f"theme={bool(theme)}, summary={bool(summary)}, keywords={bool(keywords)})"
|
||||
)
|
||||
record = ChatHistory.get_or_none(ChatHistory.id == memory_id)
|
||||
if not record:
|
||||
msg = f"未找到 ID={memory_id} 的 ChatHistory 记录,无法更新。"
|
||||
logger.info(f"[dream][tool] update_chat_history 未找到记录: {msg}")
|
||||
return msg
|
||||
|
||||
data: Dict[str, Any] = {}
|
||||
if theme is not None:
|
||||
data["theme"] = theme
|
||||
if summary is not None:
|
||||
data["summary"] = summary
|
||||
if keywords is not None:
|
||||
data["keywords"] = keywords
|
||||
|
||||
if not data:
|
||||
return "未提供任何需要更新的字段。"
|
||||
|
||||
await database_api.db_save(ChatHistory, data=data, key_field="id", key_value=memory_id)
|
||||
msg = f"已更新 ChatHistory 记录 ID={memory_id},更新字段={list(data.keys())}。"
|
||||
logger.info(f"[dream][tool] update_chat_history 完成: {msg}")
|
||||
return msg
|
||||
except Exception as e:
|
||||
logger.error(f"update_chat_history 失败: {e}")
|
||||
return f"update_chat_history 执行失败: {e}"
|
||||
|
||||
return update_chat_history
|
||||
@@ -1,51 +0,0 @@
|
||||
from typing import Any, Dict, Optional
|
||||
|
||||
from src.common.logger import get_logger
|
||||
from src.common.database.database_model import Jargon
|
||||
from src.services import database_service as database_api
|
||||
|
||||
logger = get_logger("dream_agent")
|
||||
|
||||
|
||||
def make_update_jargon(chat_id: str): # chat_id 目前未直接使用,预留以备扩展
|
||||
async def update_jargon(
|
||||
jargon_id: int,
|
||||
meaning: Optional[str] = None,
|
||||
is_global: Optional[bool] = None,
|
||||
is_jargon: Optional[bool] = None,
|
||||
content: Optional[str] = None,
|
||||
) -> str:
|
||||
"""按字段更新 Jargon 记录,可用于修正含义、调整全局性、标记是否为黑话等"""
|
||||
try:
|
||||
logger.info(
|
||||
f"[dream][tool] 调用 update_jargon(jargon_id={jargon_id}, "
|
||||
f"meaning={bool(meaning)}, is_global={is_global}, is_jargon={is_jargon}, content={bool(content)})"
|
||||
)
|
||||
record = Jargon.get_or_none(Jargon.id == jargon_id)
|
||||
if not record:
|
||||
msg = f"未找到 ID={jargon_id} 的 Jargon 记录,无法更新。"
|
||||
logger.info(f"[dream][tool] update_jargon 未找到记录: {msg}")
|
||||
return msg
|
||||
|
||||
data: Dict[str, Any] = {}
|
||||
if meaning is not None:
|
||||
data["meaning"] = meaning
|
||||
if is_global is not None:
|
||||
data["is_global"] = is_global
|
||||
if is_jargon is not None:
|
||||
data["is_jargon"] = is_jargon
|
||||
if content is not None:
|
||||
data["content"] = content
|
||||
|
||||
if not data:
|
||||
return "未提供任何需要更新的字段。"
|
||||
|
||||
await database_api.db_save(Jargon, data=data, key_field="id", key_value=jargon_id)
|
||||
msg = f"已更新 Jargon 记录 ID={jargon_id},更新字段={list(data.keys())}。"
|
||||
logger.info(f"[dream][tool] update_jargon 完成: {msg}")
|
||||
return msg
|
||||
except Exception as e:
|
||||
logger.error(f"update_jargon 失败: {e}")
|
||||
return f"update_jargon 执行失败: {e}"
|
||||
|
||||
return update_jargon
|
||||
@@ -23,7 +23,6 @@ from src.plugin_runtime.integration import get_plugin_runtime_manager
|
||||
|
||||
# 导入消息API和traceback模块
|
||||
from src.common.message_server import get_global_api
|
||||
from src.dream.dream_agent import start_dream_scheduler
|
||||
from src.bw_learner.expression_auto_check_task import ExpressionAutoCheckTask
|
||||
|
||||
from src.prompt.prompt_manager import prompt_manager
|
||||
@@ -145,7 +144,6 @@ class MainSystem:
|
||||
try:
|
||||
tasks = [
|
||||
emoji_manager.periodic_emoji_maintenance(),
|
||||
start_dream_scheduler(),
|
||||
self.app.run(),
|
||||
self.server.run(),
|
||||
]
|
||||
|
||||
@@ -2,6 +2,6 @@
|
||||
核心服务层
|
||||
|
||||
提供与具体插件系统无关的核心业务服务。
|
||||
内部模块(chat、dream、memory 等)应直接使用此层,
|
||||
内部模块(chat、memory 等)应直接使用此层,
|
||||
而 plugin_system.apis 仅作为面向插件的薄包装。
|
||||
"""
|
||||
|
||||
Reference in New Issue
Block a user