upgrade

app.py

@@ -2,10 +2,14 @@
 import gradio as gr
 import numpy as np
 import pandas as pd
-import joblib 
+import os, joblib
+import re
 
+current_directory = os.path.dirname(os.path.realpath(__file__))
+pipeline_path = os.path.join(current_directory, 'toolkit', 'pipeline.joblib')
 
-pipeline = joblib.load(r'toolkit\pipeline.joblib')
+# pipeline = joblib.load(r'toolkit\pipeline.joblib')
+pipeline = joblib.load(pipeline_path)
 
 
 inputs = ['Origin_lat', 'Origin_lon', 'Destination_lat', 'Destination_lon',