semantic_router.encoders.jina

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jina_to_list

def jina_to_list(embeds: CreateEmbeddingResponse) -> list[list[float]]

• embeds (CreateEmbeddingResponse): The embedding response returned by the Jina API.

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JinaEncoder Objects

class JinaEncoder(DenseEncoder, AsymmetricDenseMixin)

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__init__

def __init__(name: str | None = None,
             api_key: str | None = None,
             score_threshold: float = 0.4,
             base_url: str | None = None)

• name (str): The name of the embedding model to use such as “jina-embeddings-v3”.
• api_key (str): The Jina API key, can also be set via the JINA_API_KEY or JINA_AI_API_KEY environment variable.
• score_threshold (float): The score threshold for the embeddings.
• base_url (str): Override the Jina API base URL, can also be set via the JINA_BASE_URL or JINA_AI_API_BASE environment variable.

• ValueError: If no API key is provided or found in the environment.

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__call__

def __call__(docs: list[Any], **kwargs) -> list[list[float]]

• docs (list[Any]): List of text documents to encode.

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acall

async def acall(docs: list[Any], **kwargs) -> list[list[float]]

• docs (list[Any]): List of text documents to encode.