import uuid import datetime from typing import Optional, List from pydantic import BaseModel, Field from pydantic import ConfigDict class EndUser(BaseModel): model_config = ConfigDict(from_attributes=True) id: uuid.UUID = Field(description="终端用户ID") app_id: Optional[uuid.UUID] = Field(description="应用ID", default=None) # end_user_id: str = Field(description="终端用户ID") other_id: Optional[str] = Field(description="第三方ID", default=None) other_name: Optional[str] = Field(description="其他名称", default="") other_address: Optional[str] = Field(description="其他地址", default="") reflection_time: Optional[datetime.datetime] = Field(description="反思时间", default_factory=datetime.datetime.now) created_at: datetime.datetime = Field(description="创建时间", default_factory=datetime.datetime.now) updated_at: datetime.datetime = Field(description="更新时间", default_factory=datetime.datetime.now) # 用户摘要和洞察更新时间 user_summary_updated_at: Optional[datetime.datetime] = Field(description="用户摘要最后更新时间", default=None) memory_insight_updated_at: Optional[datetime.datetime] = Field(description="洞察报告最后更新时间", default=None) #用户记忆节点总数(Neo4j模式) memory_count: int = Field(description="记忆节点总数", default=0)