Update app.py

app.py

@@ -4,6 +4,8 @@ import pandas as pd
 import pickle
 from pathlib import Path  
 
+model = SentenceTransformer('intfloat/multilingual-e5-large-instruct')
+
 def make_clickable_both(val): 
     name, url = val.split('#')
     print(name+"\n")
@@ -26,8 +28,6 @@ def find(query):
     file = open('quran-splitted.sav','rb')
     quran_splitted = pickle.load(file)
     
-    model = SentenceTransformer('intfloat/multilingual-e5-large-instruct')
-    
     documents = quran_splitted['text'].tolist()
     # document_embeddings = model.encode(documents, convert_to_tensor=True, normalize_embeddings=True)
     # filename = 'encoded_quran_text_split_multilingual-e5-large-instruct.sav'