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AurelioSparseEncoder Objects

class AurelioSparseEncoder(SparseEncoder, AsymmetricSparseMixin)

Sparse encoder using Aurelio Platform’s embedding API. Requires an API key from https://platform.aurelio.ai

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__init__

def __init__(name: str | None = None, api_key: Optional[str] = None)

Initialize the AurelioSparseEncoder.

Arguments:

  • name (str | None): The name of the model to use.
  • api_key (str | None): The API key to use.

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__call__

def __call__(docs: list[str]) -> list[SparseEmbedding]

Encode a list of queries using the Aurelio Platform embedding API. Documents must be strings, sparse encoders do not support other types.

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acall

async def acall(docs: list[str]) -> list[SparseEmbedding]

Asynchronously encode a list of documents using the Aurelio Platform

embedding API. Documents must be strings, sparse encoders do not support other types.

:param docs: The documents to encode. :type docs: list[str] :param input_type: :type semantic_router.encoders.encode_input_type.EncodeInputType :return: The encoded documents. :rtype: list[SparseEmbedding]

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fit

def fit(docs: List[str])

Fit the encoder to a list of documents. AurelioSparseEncoder does not support

fit yet.

Arguments:

  • docs (list[str]): The documents to fit the encoder to.