Update mapping.py

mapping.py

@@ -1,12 +1,13 @@
 import pickle
 from sentence_transformers import SentenceTransformer, util
+from preprocess_function import preprocess_text
 model_sent = SentenceTransformer("all-mpnet-base-v2")
 
 sector_model = pickle.load(open('/main/sector_knn.sav', 'rb'))
 other_indus_model = pickle.load(open('/main/other_indus_knn.sav', 'rb'))
 
 def get_mapping(prep_text):
-  event_discr_embeddings = model_sent.encode([prep_text],
+  event_discr_embeddings = model_sent.encode([preprocess_text(prep_text)],
                                       batch_size=250,
                                       show_progress_bar=True)
   event_embedd = event_discr_embeddings[0]