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325b94c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 | from pydantic import BaseModel, Field
from typing import List, Dict, Literal, Optional
# ====== Pydantic Model for Analysis Phase ======
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'.",
)
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