qdrant_client.fastembed_common module

class QueryResponse(*, id: Union[str, int], embedding: Optional[List[float]], sparse_embedding: Optional[SparseVector] = None, metadata: Dict[str, Any], document: str, score: float)

Bases: BaseModel

document: str

embedding: Optional[List[float]]

id: Union[str, int]

metadata: Dict[str, Any]

model_computed_fields: ClassVar[Dict[str, ComputedFieldInfo]] = {}

A dictionary of computed field names and their corresponding ComputedFieldInfo objects.

model_config: ClassVar[ConfigDict] = {'extra': 'forbid'}

Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].

model_fields: ClassVar[Dict[str, FieldInfo]] = {'document': FieldInfo(annotation=str, required=True), 'embedding': FieldInfo(annotation=Union[List[float], NoneType], required=True), 'id': FieldInfo(annotation=Union[str, int], required=True), 'metadata': FieldInfo(annotation=Dict[str, Any], required=True), 'score': FieldInfo(annotation=float, required=True), 'sparse_embedding': FieldInfo(annotation=Union[SparseVector, NoneType], required=False, default=None)}

Metadata about the fields defined on the model, mapping of field names to [FieldInfo][pydantic.fields.FieldInfo] objects.

This replaces Model.__fields__ from Pydantic V1.

score: float

sparse_embedding: Optional[SparseVector]