Update app.py

app.py

@@ -30,7 +30,9 @@ def mapping_code(user_input):
         raise ValueError("Input sentence should be more than 1 word long.Please provide the Full description")
     emb1 = model.encode(user_input.lower())
     #similarities = util.pytorch_cos_sim(emb1, stored_embeddings)[0]
-    similarity = util.cos_sim(sentence, emb1)
+    for sentence in stored_embeddings:
+        similarity = util.cos_sim(sentence, emb1)
+        similarities.append(similarity)
 
     # Combine similarity scores with 'code' and 'description'
     result = [(code, description, float(sim)) for code, description, sim in zip(stored_data["SBS_code"], stored_data["Description"], similarities)]