from pydantic import BaseModel from typing import List class Query(BaseModel): id: str quote: str class Query_Multiple(BaseModel): prompt: List[Query] class SimilarQuote(BaseModel): prompt: str distance: float class SearchResponse(BaseModel): results: List[SimilarQuote] class QuoteVector(BaseModel): vector: int distance: float class VectorResponse(BaseModel): results: List[QuoteVector]