Create app.py

app.py

@@ -0,0 +1,28 @@
+from youtube_transcript_api import YouTubeTranscriptApi
+import gradio as gr
+from gradio.mix import Series
+
+def generate_transcript(url):
+    id = url[url.index("=")+1:]
+        
+    transcript = YouTubeTranscriptApi.get_transcript(id)
+    script = ""
+
+    for text in transcript:
+        t = text["text"]
+        if t != '[Music]':
+            script += t + " "
+		
+    return script
+
+transcriber = gr.Interface(generate_transcript, 'text', 'text')
+summarizer = gr.Interface.load("huggingface/facebook/bart-large-cnn")
+
+gradio_ui = Series(transcriber, summarizer,
+                  inputs = gr.inputs.Textbox(label = "Enter the Youtube URL below:"),
+                  outputs = "text",
+                  title = "Youtube Video Summarizer",
+                  theme = "grass",
+                  description = "This application uses facebook/bart-large-cnn to summarize a Youtube video based on its transcript. ")
+               
+gradio_ui.launch()