from dataclasses import dataclass, field @dataclass class AgentResult: """ Agent Core 对 Django 层暴露的统一结果对象。 任何底层编排实现都必须返回这一结构,确保: - Chat 页面有稳定字段可展示 - Audit 模块有稳定字段可落库 - 未来替换编排引擎时不影响 Django 业务层 """ answer: str = "" structured_output: dict = field(default_factory=dict) references: list = field(default_factory=list) tool_calls: list = field(default_factory=list) raw_output: str = "" model_name: str = "mock-model" latency_ms: int = 0 status: str = "success" error: str = ""