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Update app.py
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app.py
CHANGED
@@ -3,6 +3,7 @@ from transformers import pipeline
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from youtube_transcript_api import YouTubeTranscriptApi
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from youtube_transcript_api.formatters import TextFormatter
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import re
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# Define the models
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models = {
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@@ -31,6 +32,7 @@ def get_youtube_transcript(video_url):
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if not video_id:
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return "Video ID could not be extracted. Please check the URL format."
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try:
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transcript = YouTubeTranscriptApi.get_transcript(video_id)
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formatter = TextFormatter()
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@@ -39,9 +41,25 @@ def get_youtube_transcript(video_url):
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except Exception as e:
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error_message = str(e)
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if "Subtitles are disabled for this video" in error_message:
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-
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return f"An error occurred while retrieving the transcript: {error_message}"
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# Function to summarize YouTube video with selected model
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def summarize_youtube_video(url, model_name):
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transcript = get_youtube_transcript(url)
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from youtube_transcript_api import YouTubeTranscriptApi
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from youtube_transcript_api.formatters import TextFormatter
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import re
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from pytube import YouTube
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# Define the models
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models = {
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if not video_id:
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return "Video ID could not be extracted. Please check the URL format."
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# Try to get transcript using YouTubeTranscriptApi
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try:
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transcript = YouTubeTranscriptApi.get_transcript(video_id)
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formatter = TextFormatter()
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except Exception as e:
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error_message = str(e)
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if "Subtitles are disabled for this video" in error_message:
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# Try to get subtitles using pytube
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return get_subtitles_with_pytube(video_url)
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return f"An error occurred while retrieving the transcript: {error_message}"
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def get_subtitles_with_pytube(video_url):
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video_id = extract_video_id(video_url)
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if not video_id:
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return "Video ID could not be extracted. Please check the URL format."
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try:
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yt = YouTube(video_url)
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captions = yt.captions.get_by_language_code('en') # You can modify the language code
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if captions:
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return captions.generate_srt_captions()
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return "No subtitles available in the selected language."
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except Exception as e:
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return f"An error occurred while retrieving subtitles with pytube: {str(e)}"
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# Function to summarize YouTube video with selected model
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def summarize_youtube_video(url, model_name):
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transcript = get_youtube_transcript(url)
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