changes

app.py

@@ -15,7 +15,7 @@ model = SentenceTransformer('all-mpnet-base-v2') #all-MiniLM-L6-v2 #all-mpnet-ba
 df = pd.read_parquet('df_encoded.parquet')
 
 #prepare model
-nbrs = NearestNeighbors(n_neighbors=8, algorithm='ball_tree').fit(df['text_vector_'].values.tolist())
+nbrs = NearestNeighbors(n_neighbors=5, algorithm='ball_tree').fit(df['text_vector_'].values.tolist())
 
 def search(df, query):
     product = model.encode(query).tolist()