Update app.py

app.py

@@ -24,10 +24,11 @@ def semantic_search(model, sentence, corpus_embeddings):
     return pd.DataFrame(hits[0])
 
 def get_similarity_score(model, data, query, corpus_embeddings):
-    """Get similarity score for each data point"""
+    """Get similarity score for each data point and sort by similarity score and day"""
     hits = semantic_search(model, [query], corpus_embeddings)
     result = pd.merge(data, hits, left_on='ID', right_on='corpus_id')
-    result.sort_values(by='score', ascending=False, inplace=True)
+    result['Last Day'] = pd.to_datetime(result['Last Day'], format='%d/%m/%Y')
+    result.sort_values(by=['score', 'Last Day'], ascending=[False, True], inplace=True)
     return result
 
 @st.cache(allow_output_mutation=True)