Update app.py

app.py

@@ -6,6 +6,7 @@
 @author: Wedyan2023
 @email: w.s.alskaran2@gmail.com
 """
+
 import numpy as np
 import streamlit as st
 from openai import OpenAI
@@ -14,6 +15,13 @@ from dotenv import load_dotenv
 import random
 
 load_dotenv()
+## Embedding Using Huggingface
+#huggingface_embeddings=HuggingFaceBgeEmbeddings(
+    #model_name="BAAI/bge-small-en-v1.5",      #sentence-transformers/all-MiniLM-l6-v2
+    #model_kwargs={'device':'cpu'},
+    #encode_kwargs={'normalize_embeddings':True}
+
+)
 
 # Initialize the client
 client = OpenAI(