Source code for swarmauri.core.vector_stores.IVectorLinearCombination

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



class ILinearCombination(ABC):
    """
    Interface for creating a vector as a linear combination of a set of vectors.
    """



    @abstractmethod
    def linear_combination(self, coefficients: List[float], vectors: List[Any]) -> Any:
        """
        Computes the linear combination of the given vectors with the specified coefficients.

        Parameters:
        - coefficients (List[float]): A list of coefficients for the linear combination.
        - vectors (List[Any]): A list of vectors to be combined.

        Returns:
        - Any: The resulting vector from the linear combination.
        """
        pass