Update

app.py

@@ -45,7 +45,7 @@ css = """
 with (gr.Blocks(css=css) as app):
     gr.HTML("<div align='center'><h1>Demo: Automatic video chaptering with LLMs and TF-IDF</h1></div>")
     gr.HTML("<div align='center'><h2>From raw transcript to structured document</h2></div>")
-    gr.HTML("<div align='center'><h3>See the companion <a href=''>Medium article</a> and <a href=''>Github repository</a> for more details</h3>")
+    gr.HTML("<div align='center'><h3>See the companion <a href='https://ya-lb.medium.com/automate-video-chaptering-with-llms-and-tf-idf-f6569fd4d32b'>Medium article</a> and <a href='https://github.com/Yannael/automatic-video-chaptering'>Github repository</a> for more details</h3>")
     gr.HTML("<hr>")
 
     video_id_input = gr.Dropdown(choices=example_video_names,