| from pydantic import BaseModel, Field |
| from typing import List, Dict, Literal, Optional |
|
|
| |
| class AnalysisOutput(BaseModel): |
| goal: str = Field( |
| ..., |
| description="Overall training goal, must start with 'أن يتمكّن المتدرب من...'.", |
| ) |
| target_audience: str = Field( |
| ..., |
| description="The target audience group and their average age/professional profile.", |
| ) |
| previous_experiences: List[str] = Field( |
| ..., description="3–5 short noun-phrases reflecting prior experiences." |
| ) |
| learner_characteristics: List[str] = Field( |
| ..., description="Learner characteristics based on developmental dimensions." |
| ) |
| training_needs: List[str] = Field( |
| ..., |
| description="6 noun-phrases representing training needs extracted from course topics.", |
| ) |
| constraints: Dict[str, List[str]] = Field( |
| ..., |
| description="Constraints divided into {'trainer': [...], 'trainee': [...]}, 4 noun-phrases each.", |
| ) |
| duration: str = Field(..., description="The duration of the course (days/hours).") |
| sources_of_analysis: List[str] = Field( |
| ..., |
| description="Noun-phrases starting and ending with a مصدر, e.g., 'جمع البيانات وتحليلها'.", |
| ) |
|
|
