create_embedding

Function

Constructs an embedding instance by calling the static method create of the TextEmbedding, ImageEmbedding, or TEIEmbedding class.

Prototype

@classmethod
def create_embedding(**kwargs):

Parameters

Parameter	Data Type	Required/Optional	Description
embedding_type	String	Required	This parameter is used in kwargs to specify the embedding type. The value is passed through the keyword parameter. Possible values are: local_text_embedding local_images_embedding tei_embedding
**kwargs	Any	Optional	Except embedding_type, other parameters are embedding construction parameters. This parameter calls the static method create of the corresponding class to return an instance. For local_text_embedding, see Class Introduction. For local_images_embedding, see Class Introduction. For tei_embedding, see Class Introduction.

Parameter

Data Type

Required/Optional

Description

embedding_type

String

Required

This parameter is used in kwargs to specify the embedding type. The value is passed through the keyword parameter.

Possible values are:

local_text_embedding
local_images_embedding
tei_embedding

**kwargs

Any

Optional

Except embedding_type, other parameters are embedding construction parameters. This parameter calls the static method create of the corresponding class to return an instance.

For local_text_embedding, see Class Introduction.
For local_images_embedding, see Class Introduction.
For tei_embedding, see Class Introduction.

Return Value

Data Type	Description
langchain_core.embeddings.Embeddings	Embeddings instance object.

Parent topic: EmbeddingFactory