Source code for swarmauri.core.vector_stores.IVectorBasisCheck

from abc import ABC, abstractmethod
from typing import List, Any



class IVectorBasisCheck(ABC):
    """
    Interface for checking if a given set of vectors forms a basis of the vector space.
    """



    @abstractmethod
    def is_basis(self, vectors: List[Any]) -> bool:
        """
        Determines whether the given set of vectors forms a basis for their vector space.

        Parameters:
        - vectors (List[Any]): A list of vectors to be checked.

        Returns:
        - bool: True if the vectors form a basis, False otherwise.
        """
        pass