"""Mock LLM Provider: 无 API 时的离线回退 (测试/演示用)""" from typing import Optional from .base import LLMProvider class MockProvider(LLMProvider): """离线回退 Provider: 返回固定结构, 便于无网络测试""" def name(self) -> str: return "mock" def chat(self, messages: list, max_tokens: int = 2000, temperature: float = 0.8, thinking: Optional[dict] = None, tools: Optional[list] = None, use_fast: bool = False) -> dict: # 提取最后一条用户消息 user_msgs = [m for m in messages if m.get("role") == "user"] last = user_msgs[-1]["content"][:100] if user_msgs else "" return { "content": f"[Mock] 已收到: {last}", "tool_calls": None, "finish_reason": "stop", }