Bazedgul commited on
Commit
7d16767
·
1 Parent(s): 091de0f

Update app.py

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Files changed (1) hide show
  1. app.py +23 -0
app.py CHANGED
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+ import gradio as gr
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+ import transformers
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+ import youtube_transcript_api
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+ from transformers import pipeline
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+ from youtube_transcript_api import YouTubeTranscriptApi
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+ from datasets import Dataset
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+
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+ summarizer = pipeline("summarization",model="facebook/bart-large-cnn")
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+
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+ def greet(link):
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+ try:
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+ unique_id = link.split("=")[-1]
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+ sub = YouTubeTranscriptApi.get_transcript(unique_id)
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+ subtitle = " ".join([w['text'] for w in sub])
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+ summary = summarizer(subtitle, max_length=180, min_length=30, do_sample=False)
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+ return summary[0]['summary_text']
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+ except:
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+ return 'Invalid URL'
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+
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+ demo=gr.Interface(fn=greet, inputs="text", outputs="text")
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+
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+ if __name__ == "__main__":
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+ demo.launch()