from pydantic import BaseModel, Field class GradeDocuments(BaseModel): """Binary score for relevance check on retrieved documents.""" binary_score: str = Field( description="Documents are relevant to the question, 'yes' or 'no'" ) class GradeHallucinations(BaseModel): """Binary score for hallucination present in generation answer.""" binary_score: str = Field( description="Answer is grounded in the facts, 'yes' or 'no'" ) class GradeAnswer(BaseModel): """Binary score to assess answer addresses question.""" binary_score: str = Field( description="Answer addresses the question, 'yes' or 'no'" )