import datetime import uuid from sqlalchemy import Column, String, Boolean, DateTime, Text, ForeignKey from sqlalchemy.dialects.postgresql import UUID, JSON from sqlalchemy.orm import relationship from app.db import Base class AgentConfig(Base): __tablename__ = "agent_configs" id = Column(UUID(as_uuid=True), primary_key=True, default=uuid.uuid4, index=True) # 一对一关联到 App app_id = Column(UUID(as_uuid=True), ForeignKey("apps.id"), nullable=False, unique=True, index=True) # Agent 行为配置 system_prompt = Column(Text, nullable=True, comment="系统提示词") default_model_config_id = Column(UUID(as_uuid=True), ForeignKey("model_configs.id"), nullable=True, index=True, comment="默认模型配置ID") # 结构化配置(直接存储 JSON) model_parameters = Column(JSON, nullable=True, comment="模型参数配置(temperature、max_tokens等)") knowledge_retrieval = Column(JSON, nullable=True, comment="知识库检索配置") memory = Column(JSON, nullable=True, comment="记忆配置") variables = Column(JSON, default=list, nullable=True, comment="变量配置") tools = Column(JSON, default=dict, nullable=True, comment="工具配置") # 多 Agent 相关字段 agent_role = Column(String(20), comment="Agent 角色: master|sub|standalone") agent_domain = Column(String(50), comment="专业领域: customer_service|technical_support|sales 等") parent_agent_id = Column(UUID(as_uuid=True), ForeignKey("agent_configs.id"), comment="父 Agent ID") capabilities = Column(JSON, default=list, comment="Agent 能力列表") # 状态与时间戳 is_active = Column(Boolean, default=True, nullable=False) created_at = Column(DateTime, default=datetime.datetime.now) updated_at = Column(DateTime, default=datetime.datetime.now, onupdate=datetime.datetime.now) # 关系 app = relationship("App", back_populates="agent_config") parent_agent = relationship("AgentConfig", remote_side=[id], backref="sub_agents") def __repr__(self): return f""