Update app.py
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        app.py
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         @@ -82,6 +82,9 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo: 
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                This demo allows you to upload PDF files and search for the most relevant pages based on your query.
         
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                Refresh the page if you change documents !
         
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                """)
         
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                with gr.Row():
         
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                    with gr.Column(scale=2):
         
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                This demo allows you to upload PDF files and search for the most relevant pages based on your query.
         
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                Refresh the page if you change documents !
         
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                ⚠️ This demo uses a model trained exclusively on A4 PDFs in portrait mode, containing english text. Performance is expected to drop for other page formats and languages.
         
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                Other models will be released with better robustness towards different languages and document formats !
         
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                """)
         
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                with gr.Row():
         
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                    with gr.Column(scale=2):
         
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