from langchain_ibm import WatsonxEmbeddings
from backend.config.settings import settings
from langchain_ollama import OllamaEmbeddings

watson_embedding = WatsonxEmbeddings(
    model_id="ibm/granite-embedding-278m-multilingual",
    url=f"{settings.watsonx_url}",
    api_key=f"{settings.watsonx_api_key}",
    project_id=f"{settings.watsonx_project_id}",
)

ollama_embedding = OllamaEmbeddings(model="nomic-embed-text-v2-moe")