Update app.py

app.py

@@ -27,7 +27,7 @@ print("Data loaded.........")
 
 
 # load the embedding model
-model_name = "BAAI/bge-large-en"
+model_name = "BAAI/bge-small-en-v1.5"
 model_kwargs = {"device": "cpu"}
 encode_kwargs = {"normalize_embeddings": True}