Educational MCP Server

"""Schemas for personalized learning path planning. 中文：学习路径推荐的请求/响应模型，描述掌握度输入与推荐列表输出。 """ from __future__ import annotations from typing import Dict, List from pydantic import BaseModel, Field class PathRequest(BaseModel): mastery: Dict[str, float] = Field( ..., description="学生掌握度字典，如 {'K1': 0.5}" ) threshold: float = Field( default=0.7, ge=0.0, le=1.0, description="低于阈值视为未掌握" ) max_recommend: int = Field( default=5, gt=0, description="最多推荐的知识点数量" ) class PathResponse(BaseModel): recommended_path: List[str] = Field( ..., description="推荐的学习路径（知识点 ID 列表）" )