Class FLATConfig (0.3.0) 

FLATConfig(
    name: str,
    field_name: typing.Optional[str] = None,
    vector_size: int = 128,
    distance_strategy: langchain_community.vectorstores.utils.DistanceStrategy = DistanceStrategy.COSINE,
)

Configuration class for FLAT vector indexes, utilizing brute-force search.

Methods

FLATConfig

FLATConfig(
    name: str,
    field_name: typing.Optional[str] = None,
    vector_size: int = 128,
    distance_strategy: langchain_community.vectorstores.utils.DistanceStrategy = DistanceStrategy.COSINE,
)

Initializes the FLATConfig object.

Parameters
Name Description
name str

The unique name for the vector index. This name is used to identify the index within the vector store or database.
field_name str

The name of the field that contains the vector data to be indexed. This field should exist within the data structure that stores the documents or vectors.
vector_size int

Specifies the dimensionality of the vectors to be indexed. All vectors added to this index must conform to this size.
distance_strategy DistanceStrategy, optional

Determines the metric used to calculate the distance or similarity between vectors during search operations.