app.py

app.py

@@ -0,0 +1,35 @@
+from youtube_transcript_api import YouTubeTranscriptApi
+from youtube_transcript_api.formatters import TextFormatter
+import gradio as gr
+from gradio.mix import Series
+
+def generate_transcript(url):
+ 
+    text = url[url.index("=")+1:]
+    transcript = YouTubeTranscriptApi.get_transcript(text)
+
+    formatter = TextFormatter()
+    text_formatted = formatter.format_transcript(transcript)
+
+    return text_formatted
+    
+transcriber = gr.Interface(generate_transcript, 'text', 'text')
+summarizer = gr.Interface.load("huggingface/facebook/bart-large-cnn")
+
+description =  '''
+        This application summarizes a youtube video based on its transcript. 
+        Enter a Youtube video URL and click submit for obtaining a summary. 
+        '''
+
+youtube_url_examples = [['https://www.youtube.com/watch?v=MBRqu0YOH14'],
+              ['https://www.youtube.com/watch?v=UjtOGPJ0URM']]
+              
+iface = Series(transcriber, summarizer,
+                  inputs = gr.inputs.Textbox(label = "Enter the YouTube URL"),
+                  outputs = gr.outputs.Textbox(label = "Transcript Summary"),
+                  examples = youtube_url_examples,
+                  title = "YouTube Transcript Summarizer",
+                  theme = "grass",
+                  description = description)
+
+iface.launch()