Update app.py

app.py

@@ -5,6 +5,7 @@ from sklearn.neighbors import KNeighborsRegressor
 from geopy.distance import geodesic
 import googlemaps
 from geopy.exc import GeocoderTimedOut
+from streamlit_folium import st_folium
 
     
 # Function to calculate distance in meters between two coordinates
@@ -232,6 +233,7 @@ filtered_data['Predicted_target'] = predicted_target
 # Display the map and filtered_data
 with st.container():
     st.map(filtered_data, zoom=zoom_level, use_container_width=True)
+    st.folium.add_marker(location=[custom_lat, custom_lon], popup="Local pesquisado", icon=folium.Icon(color="blue"))
     st.write("Dados:", filtered_data)  # Debug: Print filtered_data
 
 k_threshold = 5