aembedding • AI Agent SDK

aembedding: Async: Generate embeddings for text using LiteLLM.

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.

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

Parameters

input · Union · required

No description available.

model · str · default: "'text-embedding-3-small'"

No description available.

dimensions · Optional

No description available.

encoding_format · str · default: "'float'"

No description available.

timeout · float · default: "600.0"

No description available.

api_key · Optional

No description available.

api_base · Optional

No description available.

metadata · Optional

No description available.

Returns

Returns · EmbeddingResult

The result of the operation.

Usage

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

Uses

• litellm.aembedding
• EmbeddingResult

Used By

• EmbeddingAgent.aembed
• EmbeddingAgent.aembed_batch
• aembedding

Source

View on GitHub

praisonaiagents/embedding/embed.py at line 100