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aembedding

AsyncFunction
This function is defined in the embed module.
Async: Generate embeddings for text using LiteLLM. This is the async version of embedding() for use in async contexts. See embedding() for full documentation.

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Signature

async def aembedding(input: Union[str, List[str]], model: str, dimensions: Optional[int], encoding_format: str, timeout: float, api_key: Optional[str], api_base: Optional[str], metadata: Optional[Dict[str, Any]]) -> EmbeddingResult

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Parameters

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input
Union
required
No description available.
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model
str
default:"'text-embedding-3-small'"
No description available.
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dimensions
Optional
No description available.
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encoding_format
str
default:"'float'"
No description available.
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timeout
float
default:"600.0"
No description available.
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api_key
Optional
No description available.
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api_base
Optional
No description available.
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metadata
Optional
No description available.

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Returns

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Returns
EmbeddingResult
The result of the operation.

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Usage

>>> from praisonaiagents import aembedding
    >>> result = await aembedding("Hello, world!")
    >>> print(len(result.embeddings[0]))
    1536