Update

app.py

@@ -2,6 +2,7 @@
 
 import gradio as gr
 import pandas as pd
+from apscheduler.schedulers.background import BackgroundScheduler
 from gradio_calendar import Calendar
 
 from papers import PaperList, get_df
@@ -19,6 +20,16 @@ Related useful Spaces:
 paper_list = PaperList(get_df())
 
 
+def update_paper_list() -> None:
+    global paper_list
+    paper_list = PaperList(get_df())
+
+
+scheduler = BackgroundScheduler()
+scheduler.add_job(func=update_paper_list, trigger="cron", hour="*", timezone="UTC", misfire_grace_time=60)
+scheduler.start()
+
+
 def update_num_papers(df: pd.DataFrame) -> str:
     return f"{len(df)} / {len(paper_list.df_raw)}"
 
@@ -73,6 +84,13 @@ with gr.Blocks(css="style.css") as demo:
         queue=False,
         api_name=False,
     )
+    demo.load(
+        fn=update_num_papers,
+        inputs=df,
+        outputs=num_papers,
+        queue=False,
+        api_name=False,
+    )
 
 if __name__ == "__main__":
     demo.queue(api_open=False).launch(show_api=False)