Create app.py

app.py

@@ -0,0 +1,42 @@
+from transformers import pipeline
+from youtube_transcript_api import YouTubeTranscriptApi
+import gradio as gr
+from gradio.mix import Series
+
+def summarize_transcript(url):
+    video_id = url.split("=")[1]
+        
+    transcript = YouTubeTranscriptApi.get_transcript(video_id)
+
+    result = ""
+    for i in transcript:
+        result += ' ' + i['text']
+    print(len(result))
+
+    summarizer = pipeline('summarization')
+    
+    num_iters = int(len(result)/1000)
+    summarized_text = []
+    for i in range(0, num_iters + 1):
+      start = 0
+      start = i * 1000
+      end = (i + 1) * 1000
+      print("input text \n" + result[start:end])
+      out = summarizer(result[start:end])
+      out = out[0]
+      out = out['summary_text']
+      print("Summarized text\n"+out)
+      summarized_text.append(out)
+      summ = str(summarized_text)
+      print(summ)
+
+    return summ
+    
+gradio_ui = gr.Interface(fn = summarize_transcript,
+                  inputs = gr.inputs.Textbox(label = "Enter the YouTube URL below:"),
+                  outputs = gr.outputs.Textbox(label = "Transcript Summary"),
+                  title = "YouTube Transcript Summarizer",
+                  theme = "grass",
+                  description = "Here You can see the summary of the you tube video you want to watch")
+               
+gradio_ui.launch(inline = False)