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import os |
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import tempfile |
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import logging |
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from typing import List |
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import math |
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import gradio as gr |
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import requests |
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from PIL import Image |
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from pdf2image import convert_from_path, convert_from_bytes |
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from pdf2image.exceptions import PDFInfoNotInstalledError, PDFPageCountError |
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logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s") |
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logger = logging.getLogger(__name__) |
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def stitch_images_vertically(images: List[Image.Image]) -> Image.Image: |
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if not images: |
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return None |
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if not all(isinstance(i, Image.Image) for i in images): |
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logger.error("Non-Image object found in list for vertical stitching.") |
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return None |
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max_width = max(img.width for img in images) |
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total_height = sum(img.height for img in images) |
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stitched_image = Image.new('RGB', (max_width, total_height), (255, 255, 255)) |
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current_y = 0 |
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for img in images: |
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stitched_image.paste(img, (0, current_y)) |
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current_y += img.height |
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return stitched_image |
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def stitch_images_in_grid(images: List[Image.Image], num_columns: int, page_order: str) -> Image.Image: |
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if not images: |
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return None |
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if page_order == "Top-to-Bottom (down)": |
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num_images = len(images) |
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num_rows = math.ceil(num_images / num_columns) |
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columns = [images[i*num_rows : (i+1)*num_rows] for i in range(num_columns)] |
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else: |
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columns = [images[i::num_columns] for i in range(num_columns)] |
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stitched_columns = [stitch_images_vertically(col) for col in columns if col] |
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if not stitched_columns: |
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return None |
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max_height = max(col.height for col in stitched_columns if col) |
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total_width = sum(col.width for col in stitched_columns if col) |
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grid_image = Image.new('RGB', (total_width, max_height), (255, 255, 255)) |
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current_x = 0 |
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for col_img in stitched_columns: |
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if col_img: |
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grid_image.paste(col_img, (current_x, 0)) |
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current_x += col_img.width |
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return grid_image |
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def process_pdf(pdf_file, pdf_url, dpi, num_columns, num_images, crop_top, crop_bottom, crop_left, crop_right, hide_annotations, page_order, progress=gr.Progress()): |
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pdf_input_source = None |
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is_bytes = False |
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source_name = "document" |
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progress(0, desc="Validating input...") |
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if pdf_file is not None: |
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logger.info(f"Processing uploaded file: {pdf_file.name}") |
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pdf_input_source = pdf_file.name |
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source_name = os.path.splitext(os.path.basename(pdf_file.name))[0] |
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elif pdf_url and pdf_url.strip(): |
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url = pdf_url.strip() |
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logger.info(f"Processing file from URL: {url}") |
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progress(0.1, desc="Downloading PDF from URL...") |
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try: |
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response = requests.get(url, timeout=45) |
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response.raise_for_status() |
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pdf_input_source = response.content |
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source_name = os.path.splitext(os.path.basename(url.split('?')[0]))[0] |
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is_bytes = True |
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except requests.RequestException as e: |
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raise gr.Error(f"Failed to download PDF from URL. Error: {e}") |
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else: |
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raise gr.Error("Please upload a PDF file or provide a valid URL.") |
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progress(0.3, desc="Converting PDF pages to images...") |
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logger.info(f"Using DPI: {dpi}, Hide Annotations: {hide_annotations}") |
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try: |
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if is_bytes: |
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images = convert_from_bytes(pdf_input_source, dpi=dpi, hide_annotations=hide_annotations) |
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else: |
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images = convert_from_path(pdf_input_source, dpi=dpi, hide_annotations=hide_annotations) |
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except (PDFInfoNotInstalledError, FileNotFoundError): |
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raise gr.Error("Server configuration error: Poppler dependency is missing.") |
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except (PDFPageCountError, Exception) as e: |
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raise gr.Error(f"Failed to process the PDF. It might be corrupted or password-protected. Error: {e}") |
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if not images: |
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raise gr.Error("Could not extract any pages from the PDF. The file might be empty or invalid.") |
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logger.info(f"Successfully converted {len(images)} pages to images.") |
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cropped_images = [] |
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if crop_top > 0 or crop_bottom > 0 or crop_left > 0 or crop_right > 0: |
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progress(0.6, desc="Cropping images...") |
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for i, img in enumerate(images): |
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width, height = img.size |
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left, top, right, bottom = crop_left, crop_top, width - crop_right, height - crop_bottom |
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if left >= right or top >= bottom: |
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raise gr.Error(f"Crop values are too large for page {i+1}. The page dimensions are {width}x{height}, but crop settings result in an invalid area.") |
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cropped_images.append(img.crop((left, top, right, bottom))) |
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else: |
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cropped_images = images |
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progress(0.7, desc=f"Splitting {len(cropped_images)} pages into {num_images} image(s)...") |
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total_pages = len(cropped_images) |
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effective_num_images = min(num_images, total_pages) |
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chunk_size = math.ceil(total_pages / effective_num_images) |
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image_chunks = [cropped_images[i:i + chunk_size] for i in range(0, total_pages, chunk_size)] |
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output_paths = [] |
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num_chunks = len(image_chunks) |
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for i, chunk in enumerate(image_chunks): |
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progress(0.75 + (0.2 * (i / num_chunks)), desc=f"Stitching image {i+1} of {num_chunks}...") |
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if not chunk: |
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continue |
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if num_columns > 1: |
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stitched_image = stitch_images_in_grid(chunk, num_columns, page_order) |
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else: |
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stitched_image = stitch_images_vertically(chunk) |
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if stitched_image is None: |
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logger.warning(f"Image stitching failed for chunk {i+1}.") |
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continue |
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with tempfile.NamedTemporaryFile(delete=False, suffix=".png", prefix=f"{source_name}_stitched_{i+1}_") as tmp_file: |
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stitched_image.save(tmp_file.name, "PNG") |
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output_paths.append(tmp_file.name) |
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if not output_paths: |
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raise gr.Error("Image stitching failed for all pages.") |
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logger.info(f"Final images saved to temporary paths: {output_paths}") |
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progress(1, desc="Done!") |
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return output_paths, output_paths |
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with gr.Blocks(theme=gr.themes.Soft()) as demo: |
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gr.Markdown( |
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""" |
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# PDF Page Stitcher 📄 ➡️ 🖼️ |
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Upload a PDF file or provide a URL. This tool will convert every page of the PDF into an image |
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and then append them to create a single image that you can download. |
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""" |
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) |
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with gr.Row(): |
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with gr.Column(scale=1): |
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with gr.Tabs(): |
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with gr.TabItem("Upload PDF"): |
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pdf_file_input = gr.File(label="Upload PDF File", file_types=[".pdf"]) |
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with gr.TabItem("From URL"): |
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pdf_url_input = gr.Textbox(label="PDF URL", placeholder="e.g., https://arxiv.org/pdf/1706.03762.pdf") |
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dpi_slider = gr.Slider(minimum=100, maximum=600, step=5, value=200, label="Image Resolution (DPI)") |
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columns_slider = gr.Slider(minimum=1, maximum=10, step=1, value=1, label="Number of Columns") |
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num_images_slider = gr.Slider(minimum=1, maximum=10, step=1, value=1, label="Number of Output Images", info="Splits the PDF pages into multiple output images.") |
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with gr.Accordion("Advanced Options", open=False): |
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hide_annotations_toggle = gr.Checkbox(value=True, label="Hide PDF Annotations (Links/Highlights)", info="Turn this on to remove the colored boxes that can appear around links and references.") |
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page_order_radio = gr.Radio(["Left-to-Right (across)", "Top-to-Bottom (down)"], value="Left-to-Right (across)", label="Multi-Column Page Order", info="Determines how pages fill the columns.") |
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with gr.Row(): |
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crop_left = gr.Slider(minimum=0, maximum=500, step=10, value=0, label="Crop Left") |
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crop_right = gr.Slider(minimum=0, maximum=500, step=10, value=0, label="Crop Right") |
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with gr.Row(): |
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crop_top = gr.Slider(minimum=0, maximum=500, step=10, value=0, label="Crop Top") |
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crop_bottom = gr.Slider(minimum=0, maximum=500, step=10, value=0, label="Crop Bottom") |
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submit_btn = gr.Button("Stitch PDF Pages", variant="primary") |
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with gr.Column(scale=2): |
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gr.Markdown("## Output") |
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output_image_preview = gr.Gallery(label="Stitched Image(s) Preview", interactive=False, height=600) |
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output_image_download = gr.File(label="Download Stitched Image(s)", interactive=False, file_count="multiple") |
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submit_btn.click( |
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fn=process_pdf, |
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inputs=[ |
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pdf_file_input, |
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pdf_url_input, |
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dpi_slider, |
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columns_slider, |
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num_images_slider, |
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crop_top, |
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crop_bottom, |
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crop_left, |
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crop_right, |
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hide_annotations_toggle, |
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page_order_radio |
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], |
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outputs=[output_image_preview, output_image_download] |
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) |
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demo.launch(server_name="0.0.0.0", server_port=7860, debug=True) |