Inquiry About Alternatives to OpenAIEmbeddings for Local Model Support

[yanxiaoyin]

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Example Code

from langchain_openai import OpenAIEmbeddings
embeddings_1024 = OpenAIEmbeddings(model="text-embedding-3-large", dimensions=1024)

Description

I trust this message reaches you in good health.
I am currently working with the langchain_openai library and specifically using the OpenAIEmbeddings class to generate embeddings for my text data. The code I am utilizing looks something like this:

from langchain_openai import OpenAIEmbeddings
embeddings_1024 = OpenAIEmbeddings(model="text-embedding-3-large", dimensions=1024)

However, I have encountered a scenario where I need to use a locally deployed model instead of relying on a remote service. Upon reviewing the documentation and available resources, I have been unable to ascertain whether OpenAIEmbeddings supports local model integration.
My question is: If OpenAIEmbeddings() does not support the use of locally deployed models, what alternative method or class within the langchain_openai library (or any other compatible library) should I consider using to achieve my goal?
I would greatly appreciate any guidance or recommendations you could provide. Thank you for your time and assistance in advance.
Best regards,

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