LocalAI

pip install -U langchain-localai

from langchain_localai import LocalAIEmbeddings

embeddings = LocalAIEmbeddings(
    openai_api_base="https://:8080", model="embedding-model-name"
)

text = "This is a test document."

query_result = embeddings.embed_query(text)

doc_result = embeddings.embed_documents([text])

from langchain_community.embeddings import LocalAIEmbeddings

embeddings = LocalAIEmbeddings(
    openai_api_base="https://:8080", model="embedding-model-name"
)

text = "This is a test document."

query_result = embeddings.embed_query(text)

doc_result = embeddings.embed_documents([text])

import os

# if you are behind an explicit proxy, you can use the OPENAI_PROXY environment variable to pass through
os.environ["OPENAI_PROXY"] = "http://proxy.yourcompany.com:8080"