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Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
@@ -38,9 +38,12 @@ def process_tags(content: str) -> str:
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def ocr_image_gradio_stream(image, max_tokens=4096):
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"""Process image through Nanonets OCR model with streaming output"""
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if image is None:
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yield "Please upload an image."
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return
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try:
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prompt = """Extract the text from the above document as if you were reading it naturally. Return the tables in html format. Watermarks should be wrapped in brackets. Ex: <watermark>OFFICIAL COPY</watermark>. Page numbers should be wrapped in brackets. Ex: <page_number>14</page_number> or <page_number>9/22</page_number>. Prefer using β and β for check boxes."""
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@@ -84,10 +87,14 @@ def ocr_image_gradio_stream(image, max_tokens=4096):
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for new_text in streamer:
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generated_text += new_text
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processed_text = process_tags(generated_text)
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yield processed_text
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except Exception as e:
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-
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# Keep the original function for non-streaming use if needed
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@spaces.GPU()
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@@ -185,14 +192,14 @@ with gr.Blocks(title="Nanonets OCR Demo") as demo:
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extract_btn.click(
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fn=ocr_image_gradio_stream,
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inputs=[image_input, max_tokens_slider],
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outputs=output_text,
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show_progress=True
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)
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image_input.change(
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fn=ocr_image_gradio_stream,
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inputs=[image_input, max_tokens_slider],
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outputs=output_text,
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show_progress=True
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)
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def ocr_image_gradio_stream(image, max_tokens=4096):
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"""Process image through Nanonets OCR model with streaming output"""
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if image is None:
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yield "Please upload an image.", gr.update(interactive=True)
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return
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# Disable button at start of processing
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yield "Processing image...", gr.update(interactive=False)
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try:
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prompt = """Extract the text from the above document as if you were reading it naturally. Return the tables in html format. Watermarks should be wrapped in brackets. Ex: <watermark>OFFICIAL COPY</watermark>. Page numbers should be wrapped in brackets. Ex: <page_number>14</page_number> or <page_number>9/22</page_number>. Prefer using β and β for check boxes."""
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for new_text in streamer:
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generated_text += new_text
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processed_text = process_tags(generated_text)
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yield processed_text, gr.update(interactive=False)
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# Re-enable button when complete
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yield processed_text, gr.update(interactive=True)
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except Exception as e:
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error_msg = f"Error processing image: {str(e)}"
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yield error_msg, gr.update(interactive=True)
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# Keep the original function for non-streaming use if needed
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@spaces.GPU()
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extract_btn.click(
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fn=ocr_image_gradio_stream,
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inputs=[image_input, max_tokens_slider],
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outputs=[output_text, extract_btn],
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show_progress=True
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)
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image_input.change(
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fn=ocr_image_gradio_stream,
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inputs=[image_input, max_tokens_slider],
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outputs=[output_text, extract_btn],
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show_progress=True
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)
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