Update app.py

app.py

@@ -12,10 +12,19 @@ def find(query):
     queries = [
         get_detailed_instruct(task, query)
     ]
+    print("cekpoin0\n")
     
     quran = pd.read_csv('quran-simple-clean.txt', delimiter="|")
-    file = open('encoded_quran_text_split_multilingual-e5-large-instruct.sav','rb')
-    document_embeddings = pickle.load(file)
+    
+    file = open('quran-splitted.sav','rb')
+    quran_splitted = pickle.load(file)
+    
+    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'
+    pickle.dump(embeddings, open(filename, 'wb'))
+    #file = open('encoded_quran_text_split_multilingual-e5-large-instruct.sav','rb')
+    #document_embeddings = pickle.load(file)
     print("cekpoin1\n")
     model = SentenceTransformer('intfloat/multilingual-e5-large-instruct')
     query_embeddings = model.encode(queries, convert_to_tensor=True, normalize_embeddings=True)