Update app.py

app.py

@@ -5,6 +5,12 @@ import pickle
 from pathlib import Path  
 import time
 
+print("load model start\n")
+print(time.time())
+model = SentenceTransformer('intfloat/multilingual-e5-large-instruct')
+print("load model end\n")
+print(time.time())
+
 def make_clickable_both(val): 
     name, url = val.split('#')
     print(name+"\n")
@@ -31,9 +37,6 @@ def find(query):
     print("load quran\n")
     print(time.time())
     
-    model = SentenceTransformer('intfloat/multilingual-e5-large-instruct')
-    print(time.time())
-    
     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'