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Add YouTube transcript summarization tool with Gradio interface and image generation which will further use for blog writing.
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import gradio as gr
from tool import YouTubeTranscriptExtractor, TranscriptSummarizer
youtube_tool = YouTubeTranscriptExtractor()
summarizer_tool = TranscriptSummarizer()
def process_youtube_video(video_url):
transcript = youtube_tool.forward(video_url=video_url)
summary_and_blog = summarizer_tool.forward(transcript=transcript)
try:
summary, image_url = summary_and_blog.split("\n\nImage URL: ")
except ValueError:
summary = summary_and_blog
image_url = None
return transcript, summary, image_url
iface = gr.Interface(
fn=process_youtube_video,
inputs="text",
outputs=[
gr.Textbox(label="Transcript"),
gr.Textbox(label="Summary and Blog Content"),
gr.Image(label="Generated Image", image_mode="RGBA")
],
title="YouTube Transcript Summarizer and Blog Content Generator",
description="Enter a YouTube video URL to extract the transcript, summarize it, and generate blog content with an image."
)
iface.launch()