from typing import Any, Dict, List, Optional, Union
from pydantic import BaseModel, Field
from qdrant_client.conversions.common_types import SparseVector
class QueryResponse(BaseModel, extra="forbid"): # type: ignore
id: Union[str, int]
embedding: Optional[List[float]]
sparse_embedding: Optional[SparseVector] = Field(default=None)
metadata: Dict[str, Any]
document: str
score: float