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Update app.py
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app.py
CHANGED
@@ -1,12 +1,47 @@
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import gradio as gr
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with gr.Blocks() as demo:
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gr.Markdown("Start typing below and then click **Run** to see the output.")
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with gr.Row():
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inp = gr.Textbox(placeholder="What is your name?")
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out = gr.Textbox()
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btn = gr.Button("Run")
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btn.click(fn=update, inputs=inp, outputs=out)
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demo.launch()
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from util import load_model
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from util import pipeline
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import gradio as gr
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cp_aug = 'minnehwg/finetune-newwiki-summarization-ver-augmented2'
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def get_model(cp):
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checkpoint = cp
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tokenizer, model = load_model(checkpoint)
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return tokenizer, model
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tokenizer, model = get_model(cp_aug)
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def generate_summary(url):
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results = pipeline(url, model, tokenizer)
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summary = "\n".join(results)
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return summary
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def generate_summary_and_video(url):
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summary = generate_summary(url)
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summary_html = summary.replace("\n", "<br>")
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try:
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video_id = url.split("v=")[1].split("&")[0]
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iframe = f'<iframe width="300" height="200" src="https://www.youtube.com/embed/{video_id}" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>'
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return f"{iframe}<br><br>Những ý chính trong video:<br><br>{summary_html}"
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except IndexError:
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return f"**Summary:**\n{summary}\n\nInvalid YouTube URL for video display."
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css = """
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.output-html {
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font-size: 40px;
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}
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"""
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demo = gr.Interface(
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fn=generate_summary_and_video,
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inputs=gr.Textbox(lines=2, placeholder="Enter URL..."),
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outputs=gr.HTML(label="Results"),
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title="Summarizer",
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description="Enter the URL to display the YouTube video and summarize the content.",
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css=css
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)
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demo.launch(share=True)
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