refactor(cross_context): 重构S4U上下文检索逻辑并更新配置
将S4U(Search for User)上下文检索模式从依赖于共享组(ContextGroup)的配置中解耦,改为使用独立的全局配置。这使得S4U模式的管理更加清晰和灵活。 主要变更: - **配置模型更新**: 在`CrossContextConfig`中移除了与S4U相关的字段(如`s4u_ignore_whitelist`),并添加了新的S4U专用配置项,包括`s4u_mode`, `s4u_limit`, `s4u_stream_limit`, `s4u_whitelist_chats`, 和 `s4u_blacklist_chats`。 - **S4U逻辑重构**: `build_cross_context_s4u`函数不再接收`context_group`参数,而是直接读取全局的S4U配置来检索用户在白名单或黑名单聊天中的消息。 - **简化调用**: `Prompt.get_cross_context_prompt`中的调用逻辑被简化,以适应新的函数签名。 - **文档与模板更新**: 更新了`bot_config_template.toml`配置文件模板,以反映新的S4U配置结构,并提供了更清晰的注释说明。 此次重构将Normal模式(群组共享)和S4U模式(用户中心)的配置和实现完全分离,提高了代码的可维护性和配置的直观性。
This commit is contained in:
@@ -1047,22 +1047,17 @@ class Prompt:
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from src.plugin_system.apis import cross_context_api
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from src.plugin_system.apis import cross_context_api
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context_group = await cross_context_api.get_context_group(chat_id)
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if not context_group:
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return ""
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chat_stream = await get_chat_manager().get_stream(chat_id)
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chat_stream = await get_chat_manager().get_stream(chat_id)
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if not chat_stream:
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if not chat_stream:
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return ""
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return ""
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if prompt_mode == "normal":
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if prompt_mode == "normal":
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current_chat_raw_id = (
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context_group = await cross_context_api.get_context_group(chat_id)
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chat_stream.group_info.group_id if chat_stream.group_info else chat_stream.user_info.user_id
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if not context_group:
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)
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return ""
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current_type = "group" if chat_stream.group_info else "private"
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return await cross_context_api.build_cross_context_normal(chat_stream, context_group)
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return await cross_context_api.build_cross_context_normal(chat_stream, context_group)
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elif prompt_mode == "s4u":
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elif prompt_mode == "s4u":
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return await cross_context_api.build_cross_context_s4u(chat_stream, context_group, target_user_info)
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return await cross_context_api.build_cross_context_s4u(chat_stream, target_user_info)
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return ""
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return ""
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@@ -643,11 +643,7 @@ class ContextGroup(ValidatedConfigBase):
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)
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)
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default_limit: int = Field(
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default_limit: int = Field(
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default=5,
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default=5,
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description="在'blacklist'模式下,对于未明确指定数量的聊天,默认获取的消息条数。也用于s4u_ignore_whitelist开启时获取私聊消息的数量。",
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description="在'blacklist'模式下,对于未明确指定数量的聊天,默认获取的消息条数。",
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)
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s4u_ignore_whitelist: bool = Field(
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default=False,
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description="在s4u模式下,是否无视白名单,获取目标用户与Bot的所有私聊消息,以构建更完整的用户画像。",
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)
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)
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chat_ids: list[list[str]] = Field(
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chat_ids: list[list[str]] = Field(
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...,
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...,
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@@ -655,12 +651,43 @@ class ContextGroup(ValidatedConfigBase):
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)
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)
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class MaizoneContextGroup(ValidatedConfigBase):
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"""QQ空间专用互通组配置"""
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name: str = Field(..., description="QQ空间互通组的名称")
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chat_ids: list[list[str]] = Field(
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...,
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description='定义组内成员的列表。格式为 [["type", "id"]]。type为"group"或"private",id为群号或用户ID。',
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)
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class CrossContextConfig(ValidatedConfigBase):
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class CrossContextConfig(ValidatedConfigBase):
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"""跨群聊上下文共享配置"""
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"""跨群聊上下文共享配置"""
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enable: bool = Field(default=False, description="是否启用跨群聊上下文共享功能")
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enable: bool = Field(default=False, description="是否启用跨群聊上下文共享功能")
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# --- Normal模式: 共享组配置 ---
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groups: list[ContextGroup] = Field(default_factory=list, description="上下文共享组列表")
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groups: list[ContextGroup] = Field(default_factory=list, description="上下文共享组列表")
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# --- S4U模式: 用户中心上下文检索 ---
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s4u_mode: Literal["whitelist", "blacklist"] = Field(
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default="whitelist",
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description="S4U模式的白名单/黑名单模式",
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)
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s4u_limit: int = Field(default=5, description="S4U模式下,每个聊天获取的消息条数")
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s4u_stream_limit: int = Field(default=3, description="S4U模式下,最多检索多少个不同的聊天流")
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s4u_whitelist_chats: list[str] = Field(
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default_factory=list,
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description='S4U模式的白名单列表。格式: ["platform:type:id", ...]',
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)
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s4u_blacklist_chats: list[str] = Field(
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default_factory=list,
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description='S4U模式的黑名单列表。格式: ["platform:type:id", ...]',
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)
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# --- QQ空间专用互通组 ---
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maizone_context_group: list[MaizoneContextGroup] = Field(default_factory=list, description="QQ空间专用互通组列表")
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class CommandConfig(ValidatedConfigBase):
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class CommandConfig(ValidatedConfigBase):
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"""命令系统配置类"""
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"""命令系统配置类"""
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@@ -34,12 +34,14 @@ async def get_context_group(chat_id: str) -> ContextGroup | None:
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current_type = "group" if is_group else "private"
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current_type = "group" if is_group else "private"
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for group in global_config.cross_context.groups:
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for group in global_config.cross_context.groups:
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# 检查当前聊天的ID和类型是否在组的chat_ids中
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for chat_info in group.chat_ids:
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if [current_type, str(current_chat_raw_id)] in group.chat_ids:
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if len(chat_info) >= 2:
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# 排除maizone专用组
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chat_type, chat_raw_id = chat_info[0], chat_info[1]
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if group.name == "maizone_context_group":
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if chat_type == current_type and str(chat_raw_id) == str(current_chat_raw_id):
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continue
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# 排除maizone专用组
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return group
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if group.name == "maizone_context_group":
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continue
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return group
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return None
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return None
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@@ -118,108 +120,88 @@ async def build_cross_context_normal(chat_stream: ChatStream, context_group: Con
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async def build_cross_context_s4u(
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async def build_cross_context_s4u(
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chat_stream: ChatStream,
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chat_stream: ChatStream,
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context_group: ContextGroup,
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target_user_info: dict[str, Any] | None,
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target_user_info: dict[str, Any] | None,
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) -> str:
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) -> str:
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"""
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"""
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构建跨群聊/私聊上下文 (S4U模式)
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构建跨群聊/私聊上下文 (S4U模式)。
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基于全局S4U配置,检索目标用户在其他聊天中的发言。
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"""
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"""
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cross_context_messages = []
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cross_context_config = global_config.cross_context
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if not target_user_info or not (user_id := target_user_info.get("user_id")):
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if not target_user_info or not (user_id := target_user_info.get("user_id")):
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return ""
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return ""
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chat_manager = get_chat_manager()
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chat_manager = get_chat_manager()
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current_chat_raw_id = chat_stream.group_info.group_id if chat_stream.group_info else chat_stream.user_info.user_id
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all_user_messages = []
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current_type = "group" if chat_stream.group_info else "private"
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# 根据模式(黑名单/白名单)决定需要处理哪些聊天
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# 1. 根据全局S4U配置确定要扫描的聊天范围
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chat_infos_to_process = []
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streams_to_scan = []
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if context_group.mode == "blacklist":
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if cross_context_config.s4u_mode == "whitelist":
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# 黑名单模式:获取除当前聊天和黑名单内聊天之外的所有聊天
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for chat_str in cross_context_config.s4u_whitelist_chats:
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blacklisted_ids = {tuple(info[:2]) for info in context_group.chat_ids}
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try:
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for stream_id, stream in chat_manager.streams.items():
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platform, chat_type, chat_raw_id = chat_str.split(":")
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if stream_id == chat_stream.stream_id:
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is_group = chat_type == "group"
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continue # 排除当前聊天
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stream_id = chat_manager.get_stream_id(platform, chat_raw_id, is_group=is_group)
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if stream_id and stream_id != chat_stream.stream_id:
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streams_to_scan.append(stream_id)
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except ValueError:
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logger.warning(f"无效的S4U白名单格式: {chat_str}")
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else: # blacklist mode
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blacklisted_streams = set()
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for chat_str in cross_context_config.s4u_blacklist_chats:
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try:
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platform, chat_type, chat_raw_id = chat_str.split(":")
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is_group = chat_type == "group"
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stream_id = chat_manager.get_stream_id(platform, chat_raw_id, is_group=is_group)
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if stream_id:
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blacklisted_streams.add(stream_id)
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except ValueError:
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logger.warning(f"无效的S4U黑名单格式: {chat_str}")
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is_group = stream.group_info is not None
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for stream_id in chat_manager.streams:
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chat_type = "group" if is_group else "private"
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if stream_id != chat_stream.stream_id and stream_id not in blacklisted_streams:
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streams_to_scan.append(stream_id)
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# 安全地获取 raw_id
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if is_group and stream.group_info:
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raw_id = stream.group_info.group_id
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elif not is_group and stream.user_info:
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raw_id = stream.user_info.user_id
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else:
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continue # 如果缺少关键信息则跳过
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# 如果不在黑名单中,则加入处理列表
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if (chat_type, str(raw_id)) not in blacklisted_ids:
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chat_infos_to_process.append([chat_type, str(raw_id), str(context_group.default_limit)])
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else: # 白名单模式
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# 白名单模式:只获取在 chat_ids 中且非当前聊天的聊天
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chat_infos_to_process = [
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chat_info
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for chat_info in context_group.chat_ids
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if chat_info[:2] != [current_type, str(current_chat_raw_id)]
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]
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# 1. 处理筛选出的目标聊天
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for chat_info in chat_infos_to_process:
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chat_type, chat_raw_id, limit_str = (
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chat_info[0],
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chat_info[1],
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chat_info[2] if len(chat_info) > 2 else str(context_group.default_limit),
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)
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limit = int(limit_str)
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is_group = chat_type == "group"
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stream_id = chat_manager.get_stream_id(chat_stream.platform, chat_raw_id, is_group=is_group)
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if not stream_id:
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continue
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# 2. 从筛选出的聊天流中获取目标用户的消息
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limit = cross_context_config.s4u_limit
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for stream_id in streams_to_scan:
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try:
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try:
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# 获取稍多一些消息以确保能筛选出用户消息
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messages = await get_raw_msg_before_timestamp_with_chat(
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messages = await get_raw_msg_before_timestamp_with_chat(
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chat_id=stream_id, timestamp=time.time(), limit=limit * 4
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chat_id=stream_id, timestamp=time.time(), limit=limit * 5
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)
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)
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user_messages = [msg for msg in messages if msg.get("user_id") == user_id][-limit:]
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user_messages = [msg for msg in messages if msg.get("user_id") == user_id][-limit:]
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if user_messages:
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if user_messages:
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chat_name = await chat_manager.get_stream_name(stream_id) or chat_raw_id
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# 记录消息来源的 stream_id 和最新消息的时间戳
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user_name = target_user_info.get("person_name") or target_user_info.get("user_nickname") or user_id
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latest_timestamp = max(msg.get("time", 0) for msg in user_messages)
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formatted_messages, _ = await build_readable_messages_with_id(user_messages, timestamp_mode="relative")
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all_user_messages.append(
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cross_context_messages.append(f'[以下是"{user_name}"在"{chat_name}"的近期发言]\n{formatted_messages}')
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{"stream_id": stream_id, "messages": user_messages, "latest_timestamp": latest_timestamp}
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except Exception as e:
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logger.error(f"获取用户 {user_id} 在聊天 {chat_raw_id} 的消息失败: {e}")
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# 2. 如果开启了 s4u_ignore_whitelist,则获取用户与Bot的私聊记录
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if context_group.s4u_ignore_whitelist:
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private_stream_id = chat_manager.get_stream_id(chat_stream.platform, user_id, is_group=False)
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# 检查该私聊是否已在白名单中处理过
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is_already_processed = any(info[0] == "private" and info[1] == user_id for info in context_group.chat_ids)
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if private_stream_id and not is_already_processed:
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try:
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limit = context_group.default_limit
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messages = await get_raw_msg_before_timestamp_with_chat(
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chat_id=private_stream_id, timestamp=time.time(), limit=limit * 4
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)
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)
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user_messages = [msg for msg in messages if msg.get("user_id") == user_id][-limit:]
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except Exception as e:
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logger.error(f"S4U模式下获取聊天 {stream_id} 的消息失败: {e}")
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if user_messages:
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# 3. 按最新消息时间排序,并根据 stream_limit 截断
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chat_name = await chat_manager.get_stream_name(private_stream_id) or user_id
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all_user_messages.sort(key=lambda x: x["latest_timestamp"], reverse=True)
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user_name = target_user_info.get("person_name") or target_user_info.get("user_nickname") or user_id
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limited_messages = all_user_messages[: cross_context_config.s4u_stream_limit]
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formatted_messages, _ = await build_readable_messages_with_id(
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user_messages, timestamp_mode="relative"
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)
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cross_context_messages.append(
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f'[以下是"{user_name}"在与你的私聊中的近期发言]\n{formatted_messages}'
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)
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except Exception as e:
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logger.error(f"获取用户 {user_id} 的私聊消息失败: {e}")
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if not cross_context_messages:
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# 4. 格式化最终的消息文本
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cross_context_blocks = []
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for item in limited_messages:
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stream_id = item["stream_id"]
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messages = item["messages"]
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try:
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chat_name = await chat_manager.get_stream_name(stream_id) or "未知聊天"
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user_name = target_user_info.get("person_name") or target_user_info.get("user_nickname") or user_id
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formatted, _ = await build_readable_messages_with_id(messages, timestamp_mode="relative")
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cross_context_blocks.append(f'[以下是"{user_name}"在"{chat_name}"的近期发言]\n{formatted}')
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except Exception as e:
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logger.error(f"S4U模式下格式化消息失败 (stream: {stream_id}): {e}")
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if not cross_context_blocks:
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return ""
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return ""
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return "### 其他群聊中的聊天记录\n" + "\n\n".join(cross_context_messages) + "\n"
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return "### 其他群聊中的聊天记录\n" + "\n\n".join(cross_context_blocks) + "\n"
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async def get_intercom_group_context(group_name: str, limit_per_chat: int = 20, total_limit: int = 100) -> str | None:
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async def get_intercom_group_context(group_name: str, limit_per_chat: int = 20, total_limit: int = 100) -> str | None:
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@@ -1,5 +1,5 @@
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[inner]
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[inner]
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version = "7.2.11"
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version = "7.3.0"
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#----以下是给开发人员阅读的,如果你只是部署了MoFox-Bot,不需要阅读----
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#----以下是给开发人员阅读的,如果你只是部署了MoFox-Bot,不需要阅读----
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#如果你想要修改配置文件,请递增version的值
|
#如果你想要修改配置文件,请递增version的值
|
||||||
@@ -521,40 +521,52 @@ insomnia_trigger_delay_minutes = [15, 45]
|
|||||||
[cross_context] # 跨群聊/私聊上下文共享配置
|
[cross_context] # 跨群聊/私聊上下文共享配置
|
||||||
# 这是总开关,用于一键启用或禁用此功能
|
# 这是总开关,用于一键启用或禁用此功能
|
||||||
enable = true
|
enable = true
|
||||||
|
|
||||||
|
# --- Normal模式: 共享组配置 ---
|
||||||
# 在这里定义您的“共享组”
|
# 在这里定义您的“共享组”
|
||||||
# 只有在同一个组内的聊天才会共享上下文
|
# 只有在同一个组内的聊天才会共享上下文
|
||||||
# 格式:chat_ids = [["type", "id", "limit" (可选)], ["type", "id", "limit" (可选)], ...]
|
|
||||||
# type 可选 "group" 或 "private"
|
|
||||||
# limit 是一个可选的整数(但需要以字符串形式写入),用于指定从该聊天流中获取的消息数量,如果未指定,默认为5
|
|
||||||
[[cross_context.groups]]
|
[[cross_context.groups]]
|
||||||
name = "项目A技术讨论组"
|
name = "项目A技术讨论组"
|
||||||
# mode: (可选, 默认为 "whitelist")
|
# mode: "whitelist"(白名单) 或 "blacklist"(黑名单)。默认 "whitelist"。
|
||||||
# "whitelist": 白名单模式,只有在 chat_ids 中明确列出的聊天才会共享上下文。
|
# "whitelist": 仅共享chat_ids中列出的聊天。
|
||||||
# "blacklist": 黑名单模式,除了在 chat_ids 中列出的聊天外,所有其他聊天都会共享上下文。
|
# "blacklist": 共享除chat_ids中列出的所有聊天。
|
||||||
mode = "whitelist"
|
mode = "whitelist"
|
||||||
# default_limit: (可选, 默认为 5)
|
# default_limit: 在 "blacklist" 模式下,未指定数量的聊天默认获取的消息条数。
|
||||||
# 在 "blacklist" 模式下,未在 chat_ids 中指定的聊天将默认获取此数量的消息。
|
|
||||||
# 同时,当 s4u_ignore_whitelist 设置为 true 时,获取用户私聊消息的数量也将使用此值。
|
|
||||||
default_limit = 5
|
default_limit = 5
|
||||||
# s4u_ignore_whitelist: (可选, 默认为 false)
|
# chat_ids: 定义组内成员。格式: [["type", "id", "limit"(可选)]]
|
||||||
# 如果设置为 true, 并且 prompt_mode 为 "s4u",
|
# type: "group" 或 "private"
|
||||||
# Bot将获取目标用户在所有与Bot的私聊中的消息, 即使该私聊没有被明确配置在下面的 chat_ids 中。
|
# id: 群号或用户ID
|
||||||
# 这有助于构建更完整的用户画像, 但可能会增加token消耗。
|
# limit: (可选) 获取的消息条数,需要是字符串。
|
||||||
s4u_ignore_whitelist = false
|
|
||||||
chat_ids = [
|
chat_ids = [
|
||||||
["group", "169850076", "10"], # 假设这是“开发群”的ID, 从这个群里拿10条消息
|
["group", "169850076", "10"], # 开发群, 拿10条消息
|
||||||
["group", "1025509724", "5"], # 假设这是“产品群”的ID,拿5条
|
["group", "1025509724", "5"], # 产品群, 拿5条
|
||||||
["private", "123456789"] # 假设这是某个用户的私聊,使用默认值5
|
["private", "123456789"] # 某个用户的私聊, 使用默认值5
|
||||||
]
|
]
|
||||||
# 定义QQ空间互通组
|
|
||||||
# 同一个组的chat_id会共享上下文,用于生成更相关的说说
|
# --- QQ空间专用互通组 (示例) ---
|
||||||
[[cross_context.maizone_context_group]]
|
# Maizone插件会根据组名 "Maizone默认互通组" 来获取上下文
|
||||||
|
# 您可以修改下面的chat_ids来定义哪些聊天内容可以被Maizone插件参考
|
||||||
|
[[cross_context.groups]]
|
||||||
name = "Maizone默认互通组"
|
name = "Maizone默认互通组"
|
||||||
|
mode = "whitelist"
|
||||||
|
default_limit = 10
|
||||||
chat_ids = [
|
chat_ids = [
|
||||||
["group", "111111"], # 示例群聊1
|
["group", "111111"], # 示例群聊1
|
||||||
["private", "222222"] # 示例私聊2
|
["private", "222222"] # 示例私聊2
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
|
# --- S4U模式: 用户中心上下文检索 ---
|
||||||
|
# S4U模式不再依赖于共享组配置,而是使用以下全局配置
|
||||||
|
s4u_mode = "whitelist" # "whitelist"(白名单) 或 "blacklist"(黑名单)。
|
||||||
|
s4u_limit = 5 # S4U模式下,从每个聊天中获取目标用户的消息条数
|
||||||
|
s4u_stream_limit = 3 # S4U模式下,最多检索多少个不同的聊天流 (按时间排序)
|
||||||
|
# 白名单列表,格式: ["platform:type:id", ...]
|
||||||
|
# 示例: ["qq:group:123456", "qq:private:7891011"]
|
||||||
|
s4u_whitelist_chats = []
|
||||||
|
# 黑名单列表,格式同上
|
||||||
|
s4u_blacklist_chats = []
|
||||||
|
|
||||||
[affinity_flow]
|
[affinity_flow]
|
||||||
# 兴趣评分系统参数
|
# 兴趣评分系统参数
|
||||||
reply_action_interest_threshold = 1.1 # 回复动作兴趣阈值
|
reply_action_interest_threshold = 1.1 # 回复动作兴趣阈值
|
||||||
|
|||||||
Reference in New Issue
Block a user