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BaseEmbedding

class BaseEmbedding(ABC):

Abstract base class for text embedding functionalities.

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embed_list

def embed_list(self, objs: list[T], **kwargs: Any):

Generates embeddings for the given texts.

Parameters:

  • objs (list[T]): The objects for which to generate the embeddings. **kwargs (Any): Extra kwargs passed to the embedding API.

Returns:

list[list[float]]: A list that represents the generated embedding as a list of floating-point numbers.

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embed

def embed(self, obj: T, **kwargs: Any):

Generates an embedding for the given text.

Parameters:

  • obj (T): The object for which to generate the embedding. **kwargs (Any): Extra kwargs passed to the embedding API.

Returns:

list[float]: A list of floating-point numbers representing the generated embedding.

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get_output_dim

def get_output_dim(self):

Returns:

int: The dimensionality of the embedding for the current model.