Update main.py

main.py

@@ -4,7 +4,7 @@ import streamlit as st
 import anthropic
 
 # from langchain_community.embeddings import HuggingFaceInferenceAPIEmbeddings
-from langchain_community.embeddings import HuggingFaceInstructEmbeddings
+from langchain_community.embeddings import HuggingFaceBgeEmbeddings
 from langchain_community.vectorstores import SupabaseVectorStore
 from langchain_community.llms import HuggingFaceEndpoint
 from langchain_community.vectorstores import SupabaseVectorStore
@@ -26,12 +26,10 @@ username = st.secrets.username
 supabase: Client = create_client(supabase_url, supabase_key)
 logger = get_logger(__name__)
 
-
-
 model_name = "BAAI/bge-large-en-v1.5"
 model_kwargs = {'device': 'cpu'}
 encode_kwargs = {'normalize_embeddings': True}
-embeddings = HuggingFaceInstructEmbeddings(
+embeddings = HuggingFaceBgeEmbeddings(
     model_name=model_name,
     model_kwargs=model_kwargs,
     encode_kwargs=encode_kwargs