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from pydantic import BaseModel
from typing import List, Optional
# Module for Pydantic data models
class Step(BaseModel):
explanation: str
output: str
class Subtopics(BaseModel):
steps: List[Step]
result: List[str]
class Topics(BaseModel):
result: List[Subtopics]
class CardFront(BaseModel):
question: Optional[str] = None
class CardBack(BaseModel):
answer: Optional[str] = None
explanation: str
example: str
class Card(BaseModel):
front: CardFront
back: CardBack
metadata: Optional[dict] = None
card_type: str = "basic" # Add card_type, default to basic
class CardList(BaseModel):
topic: str
cards: List[Card]
class ConceptBreakdown(BaseModel):
main_concept: str
prerequisites: List[str]
learning_outcomes: List[str]
common_misconceptions: List[str]
difficulty_level: str # "beginner", "intermediate", "advanced"
class CardGeneration(BaseModel):
concept: str
thought_process: str
verification_steps: List[str]
card: Card
class LearningSequence(BaseModel):
topic: str
concepts: List[ConceptBreakdown]
cards: List[CardGeneration]
suggested_study_order: List[str]
review_recommendations: List[str]
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