AI-BOOK / app.py
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import os
import gradio as gr
import shutil
import uuid
from pathlib import Path
import json
from PIL import Image
import fitz # PyMuPDF for PDF handling
# Constants
TEMP_DIR = "temp"
UPLOAD_DIR = os.path.join(TEMP_DIR, "uploads")
OUTPUT_DIR = os.path.join(TEMP_DIR, "output")
THUMBS_DIR = os.path.join(OUTPUT_DIR, "thumbs")
HTML_DIR = os.path.join("public", "flipbooks") # Directory accessible via web
# Ensure directories exist
for dir_path in [TEMP_DIR, UPLOAD_DIR, OUTPUT_DIR, THUMBS_DIR, HTML_DIR]:
os.makedirs(dir_path, exist_ok=True)
def create_thumbnail(image_path, output_path, size=(300, 300)):
"""Create a thumbnail from an image."""
try:
with Image.open(image_path) as img:
img.thumbnail(size, Image.LANCZOS)
img.save(output_path)
return output_path
except Exception as e:
print(f"Error creating thumbnail: {e}")
return None
def process_pdf(pdf_path, session_id):
"""Extract pages from a PDF and save as images with thumbnails."""
pages_info = []
output_folder = os.path.join(OUTPUT_DIR, session_id)
thumbs_folder = os.path.join(THUMBS_DIR, session_id)
os.makedirs(output_folder, exist_ok=True)
os.makedirs(thumbs_folder, exist_ok=True)
try:
# Open the PDF
pdf_document = fitz.open(pdf_path)
# Process each page
for page_num, page in enumerate(pdf_document):
# Render page to an image with a higher resolution
pix = page.get_pixmap(matrix=fitz.Matrix(2, 2))
image_path = os.path.join(output_folder, f"page_{page_num + 1}.png")
pix.save(image_path)
# Create thumbnail
thumb_path = os.path.join(thumbs_folder, f"thumb_{page_num + 1}.png")
create_thumbnail(image_path, thumb_path)
# Add simple interactive content to first page
html_content = ""
if page_num == 0: # First page example
html_content = """
<div style="position: absolute; top: 50px; left: 50px; background-color: rgba(255,255,255,0.7); padding: 10px; border-radius: 5px;">
<div style="color: #333; font-size: 18px; font-weight: bold;">์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒ ํ”Œ๋ฆฝ๋ถ ์˜ˆ์ œ</div>
<div style="color: #666; margin-top: 5px;">์ด ํŽ˜์ด์ง€๋Š” ์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒ ์ปจํ…์ธ  ๊ธฐ๋Šฅ์„ ๋ณด์—ฌ์ค๋‹ˆ๋‹ค.</div>
</div>
"""
# Add page info with web-accessible paths
pages_info.append({
"src": f"./temp/output/{session_id}/page_{page_num + 1}.png",
"thumb": f"./temp/output/thumbs/{session_id}/thumb_{page_num + 1}.png",
"title": f"ํŽ˜์ด์ง€ {page_num + 1}",
"htmlContent": html_content if html_content else None
})
print(f"Processed PDF page {page_num+1}: {image_path}")
return pages_info
except Exception as e:
print(f"Error processing PDF: {e}")
return []
def process_images(image_paths, session_id):
"""Process uploaded images and create thumbnails."""
pages_info = []
output_folder = os.path.join(OUTPUT_DIR, session_id)
thumbs_folder = os.path.join(THUMBS_DIR, session_id)
os.makedirs(output_folder, exist_ok=True)
os.makedirs(thumbs_folder, exist_ok=True)
for i, img_path in enumerate(image_paths):
try:
# Copy original image to output folder
dest_path = os.path.join(output_folder, f"image_{i + 1}.png")
shutil.copy(img_path, dest_path)
# Create thumbnail
thumb_path = os.path.join(thumbs_folder, f"thumb_{i + 1}.png")
create_thumbnail(img_path, thumb_path)
# Add interactive content as simple text overlays to avoid compatibility issues
html_content = ""
if i == 0: # First image example with HTML content
html_content = """
<div style="position: absolute; top: 50px; left: 50px; background-color: rgba(255,255,255,0.7); padding: 10px; border-radius: 5px;">
<div style="color: #333; font-size: 18px; font-weight: bold;">์ด๋ฏธ์ง€ ๊ฐค๋Ÿฌ๋ฆฌ</div>
<div style="color: #666; margin-top: 5px;">๊ฐค๋Ÿฌ๋ฆฌ์˜ ์ฒซ ๋ฒˆ์งธ ์ด๋ฏธ์ง€์ž…๋‹ˆ๋‹ค.</div>
</div>
"""
elif i == 1: # Second image
html_content = """
<div style="position: absolute; top: 50px; left: 50px; background-color: rgba(255,255,255,0.7); padding: 10px; border-radius: 5px;">
<div style="color: #333; font-size: 18px; font-weight: bold;">๋‘ ๋ฒˆ์งธ ์ด๋ฏธ์ง€</div>
<div style="color: #666; margin-top: 5px;">ํŽ˜์ด์ง€๋ฅผ ๋„˜๊ธฐ๊ฑฐ๋‚˜ ๋ชจ์„œ๋ฆฌ๋ฅผ ๋“œ๋ž˜๊ทธํ•˜์—ฌ ์ด๋ฏธ์ง€๋ฅผ ํƒ์ƒ‰ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.</div>
</div>
"""
# Add page info with web-accessible paths
pages_info.append({
"src": f"./temp/output/{session_id}/image_{i + 1}.png",
"thumb": f"./temp/output/thumbs/{session_id}/thumb_{i + 1}.png",
"title": f"์ด๋ฏธ์ง€ {i + 1}",
"htmlContent": html_content if html_content else None
})
print(f"Processed image {i+1}: {dest_path}")
except Exception as e:
print(f"Error processing image {img_path}: {e}")
return pages_info
def create_flipbook_from_pdf(pdf_file, view_mode="2d", skin="light"):
"""Create a flipbook from uploaded PDF."""
try:
session_id = str(uuid.uuid4())
pages_info = []
debug_info = ""
if pdf_file is not None:
# In Gradio, pdf_file is a file path string, not the actual content
pdf_path = pdf_file.name # Get the file path
debug_info += f"PDF path: {pdf_path}\n"
# Copy the PDF file to a location accessible by the public URL
pdf_public_path = os.path.join(HTML_DIR, f"pdf_{session_id}.pdf")
shutil.copy(pdf_path, pdf_public_path)
# Create a simple HTML page with direct PDF loading
html_filename = f"flipbook_{session_id}.html"
html_path = os.path.join(HTML_DIR, html_filename)
# Create HTML content that uses CDN resources
html_content = create_flipbook_html_page(f"pdf_{session_id}.pdf", session_id, view_mode, skin)
# Write the HTML file
with open(html_path, 'w', encoding='utf-8') as f:
f.write(html_content)
# Generate link to the HTML file
public_url = f"/public/flipbooks/{html_filename}"
flipbook_link = generate_flipbook_link(public_url, session_id, view_mode, skin)
return flipbook_link, debug_info
else:
return """<div style="color: red; padding: 20px;">PDF ํŒŒ์ผ์„ ์—…๋กœ๋“œํ•ด์ฃผ์„ธ์š”.</div>""", "No file uploaded"
except Exception as e:
error_msg = f"Error creating flipbook from PDF: {e}"
print(error_msg)
return f"""<div style="color: red; padding: 20px;">์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค: {str(e)}</div>""", error_msg
def create_flipbook_from_images(images, view_mode="2d", skin="light"):
"""Create a flipbook from uploaded images."""
try:
session_id = str(uuid.uuid4())
pages_info = []
debug_info = ""
if images is not None and len(images) > 0:
# Process images using file paths
image_paths = [img.name for img in images]
debug_info += f"Image paths: {image_paths}\n"
pages_info = process_images(image_paths, session_id)
debug_info += f"Number of images processed: {len(pages_info)}\n"
else:
return """<div style="color: red; padding: 20px;">์ตœ์†Œ ํ•œ ๊ฐœ ์ด์ƒ์˜ ์ด๋ฏธ์ง€๋ฅผ ์—…๋กœ๋“œํ•ด์ฃผ์„ธ์š”.</div>""", "No images uploaded"
if not pages_info:
return """<div style="color: red; padding: 20px;">์ด๋ฏธ์ง€ ์ฒ˜๋ฆฌ ์ค‘ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค. ๋‹ค์‹œ ์‹œ๋„ํ•ด์ฃผ์„ธ์š”.</div>""", "No images processed"
# Generate HTML file and return iframe HTML
iframe_html = generate_flipbook_html(pages_info, session_id, view_mode, skin)
debug_info += f"HTML file generated with view mode: {view_mode}, skin: {skin}\n"
return iframe_html, debug_info
except Exception as e:
error_msg = f"Error creating flipbook from images: {e}"
print(error_msg)
return f"""<div style="color: red; padding: 20px;">์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค: {str(e)}</div>""", error_msg
def generate_flipbook_html(pages_info, session_id, view_mode, skin):
"""Generate a standalone HTML file for the flipbook and return link HTML."""
# Clean up pages_info to remove None values for JSON serialization
for page in pages_info:
if "htmlContent" in page and page["htmlContent"] is None:
del page["htmlContent"]
if "items" in page and page["items"] is None:
del page["items"]
# Convert pages_info to JSON for JavaScript
pages_json = json.dumps(pages_info)
# Create a unique filename for this session
html_filename = f"flipbook_{session_id}.html"
html_path = os.path.join(HTML_DIR, html_filename)
# Create the full HTML file content
html_content = f"""
<!DOCTYPE html>
<html lang="ko">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>3D ํ”Œ๋ฆฝ๋ถ</title>
<link rel="stylesheet" type="text/css" href="../flipbook.css">
<style>
body, html {{
margin: 0;
padding: 0;
height: 100%;
overflow: hidden;
}}
#flipbook-container {{
width: 100%;
height: 100%;
position: absolute;
top: 0;
left: 0;
}}
.loading {{
position: absolute;
top: 50%;
left: 50%;
transform: translate(-50%, -50%);
text-align: center;
font-family: Arial, sans-serif;
}}
.loading .spinner {{
width: 50px;
height: 50px;
border: 5px solid #f3f3f3;
border-top: 5px solid #3498db;
border-radius: 50%;
animation: spin 1s linear infinite;
margin: 0 auto 20px;
}}
@keyframes spin {{
0% {{ transform: rotate(0deg); }}
100% {{ transform: rotate(360deg); }}
}}
</style>
<script src="../flipbook.js"></script>
<script src="../flipbook.webgl.js"></script>
<script src="../flipbook.swipe.js"></script>
<script src="../flipbook.scroll.js"></script>
<script src="../flipbook.book3.js"></script>
</head>
<body>
<div id="flipbook-container"></div>
<div id="loading" class="loading">
<div class="spinner"></div>
<div>ํ”Œ๋ฆฝ๋ถ ๋กœ๋”ฉ ์ค‘...</div>
</div>
<script>
document.addEventListener('DOMContentLoaded', function() {{
// Hide loading when everything is ready
function hideLoading() {{
document.getElementById('loading').style.display = 'none';
}}
try {{
const options = {{
pages: {pages_json},
viewMode: '{view_mode}',
skin: '{skin}',
responsiveView: true,
singlePageMode: false,
singlePageModeIfMobile: true,
pageFlipDuration: 1,
sound: true,
backgroundMusic: false,
thumbnailsOnStart: true,
btnThumbs: {{ enabled: true }},
btnPrint: {{ enabled: true }},
btnDownloadPages: {{ enabled: true }},
btnDownloadPdf: {{ enabled: true }},
btnShare: {{ enabled: true }},
btnSound: {{ enabled: true }},
btnExpand: {{ enabled: true }},
rightToLeft: false,
autoplayOnStart: false,
autoplayInterval: 3000
}};
const container = document.getElementById('flipbook-container');
if (container) {{
console.log('Initializing flipbook...');
new FlipBook(container, options);
setTimeout(hideLoading, 1000); // Give it time to render
}} else {{
console.error('Flipbook container not found');
alert('์˜ค๋ฅ˜: ํ”Œ๋ฆฝ๋ถ ์ปจํ…Œ์ด๋„ˆ๋ฅผ ์ฐพ์„ ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.');
}}
}} catch (error) {{
console.error('Error initializing flipbook:', error);
alert('ํ”Œ๋ฆฝ๋ถ ์ดˆ๊ธฐํ™” ์ค‘ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค: ' + error.message);
document.getElementById('loading').innerHTML = '<div>์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค.</div>';
}}
}});
</script>
</body>
</html>
"""
# Write the HTML file
with open(html_path, 'w', encoding='utf-8') as f:
f.write(html_content)
# Return HTML with a direct link to open the flipbook in a new tab
public_url = f"/public/flipbooks/{html_filename}"
link_html = f"""
<div style="text-align:center; padding:20px; background-color:#f9f9f9; border-radius:5px; margin-bottom:20px;">
<h2 style="margin-top:0; color:#333;">ํ”Œ๋ฆฝ๋ถ์ด ์ค€๋น„๋˜์—ˆ์Šต๋‹ˆ๋‹ค!</h2>
<p style="margin-bottom:20px;">์•„๋ž˜ ๋ฒ„ํŠผ์„ ํด๋ฆญํ•˜์—ฌ ํ”Œ๋ฆฝ๋ถ์„ ์ƒˆ ์ฐฝ์—์„œ ์—ด์–ด๋ณด์„ธ์š”.</p>
<a href="{public_url}" target="_blank" style="display:inline-block; background-color:#4CAF50; color:white; padding:12px 24px; text-decoration:none; border-radius:4px; font-weight:bold; font-size:16px;">ํ”Œ๋ฆฝ๋ถ ์—ด๊ธฐ</a>
</div>
<div style="margin-top:20px; padding:15px; background-color:#f5f5f5; border-radius:5px; line-height:1.5;">
<h3 style="margin-top:0; color:#333;">์‚ฌ์šฉ ํŒ:</h3>
<ul style="margin:10px 0; padding-left:20px;">
<li>ํŽ˜์ด์ง€ ๋ชจ์„œ๋ฆฌ๋ฅผ ๋“œ๋ž˜๊ทธํ•˜์—ฌ ๋„˜๊ธธ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.</li>
<li>ํ•˜๋‹จ ํˆด๋ฐ”์˜ ์•„์ด์ฝ˜์„ ์‚ฌ์šฉํ•˜์—ฌ ๋‹ค์–‘ํ•œ ๊ธฐ๋Šฅ์„ ํ™œ์šฉํ•˜์„ธ์š”.</li>
<li>์ „์ฒดํ™”๋ฉด ๋ฒ„ํŠผ์„ ํด๋ฆญํ•˜์—ฌ ๋” ํฐ ํ™”๋ฉด์œผ๋กœ ๋ณผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.</li>
</ul>
<div style="margin-top:10px; padding:10px; background-color:#e8f4fd; border-left:4px solid #2196F3; border-radius:2px;">
<strong>์ฐธ๊ณ :</strong> ํ”Œ๋ฆฝ๋ถ์€ 2D ๋ชจ๋“œ์—์„œ ๊ฐ€์žฅ ์•ˆ์ •์ ์œผ๋กœ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.
</div>
</div>
<div style="margin-top:15px; background-color:#f5f5f5; border-radius:5px; padding:10px;">
<details>
<summary style="cursor:pointer; color:#2196F3; font-weight:bold;">๊ธฐ์ˆ ์  ์„ธ๋ถ€์‚ฌํ•ญ (๊ฐœ๋ฐœ์ž์šฉ)</summary>
<div style="margin-top:10px;">
<p>์„ธ์…˜ ID: {session_id}</p>
<p>HTML ํŒŒ์ผ ๊ฒฝ๋กœ: {html_path}</p>
<p>ํŽ˜์ด์ง€ ์ˆ˜: {len(pages_info)}</p>
<p>๋ทฐ ๋ชจ๋“œ: {view_mode}</p>
<p>์Šคํ‚จ: {skin}</p>
</div>
</details>
</div>
"""
return link_html
# Define the Gradio interface
with gr.Blocks(title="3D Flipbook Viewer") as demo:
gr.Markdown("# 3D Flipbook Viewer")
gr.Markdown("""
## 3D ํ”Œ๋ฆฝ๋ถ ๋ทฐ์–ด
PDF ํŒŒ์ผ์ด๋‚˜ ์—ฌ๋Ÿฌ ์ด๋ฏธ์ง€๋ฅผ ์—…๋กœ๋“œํ•˜์—ฌ ์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒ 3D ํ”Œ๋ฆฝ๋ถ์„ ๋งŒ๋“ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
### ํŠน์ง•:
- ํŽ˜์ด์ง€ ๋„˜๊น€ ํšจ๊ณผ์™€ ํ•จ๊ป˜ ์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒํ•œ ๊ธฐ๋Šฅ ์ œ๊ณต
- ์ฒซ ํŽ˜์ด์ง€์—๋Š” ์˜ˆ์‹œ๋กœ ์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒ ์š”์†Œ๊ฐ€ ํฌํ•จ๋จ
- ํˆด๋ฐ”๋ฅผ ์‚ฌ์šฉํ•˜๊ฑฐ๋‚˜ ํŽ˜์ด์ง€ ๋ชจ์„œ๋ฆฌ๋ฅผ ๋“œ๋ž˜๊ทธํ•˜์—ฌ ํƒ์ƒ‰
- ์ธ๋„ค์ผ ๋ณด๊ธฐ๋กœ ๋น ๋ฅธ ํƒ์ƒ‰ ๊ฐ€๋Šฅ
- ์ „์ฒด ํ™”๋ฉด์œผ๋กœ ์ „ํ™˜ํ•˜์—ฌ ๋” ๋‚˜์€ ๋ณด๊ธฐ ๊ฒฝํ—˜
""")
with gr.Tabs():
with gr.TabItem("PDF ์—…๋กœ๋“œ"):
pdf_file = gr.File(label="PDF ํŒŒ์ผ ์—…๋กœ๋“œ", file_types=[".pdf"])
with gr.Accordion("๊ณ ๊ธ‰ ์„ค์ •", open=False):
pdf_view_mode = gr.Radio(
choices=["webgl", "3d", "2d", "swipe"],
value="2d", # Changed default to 2d for better compatibility
label="๋ทฐ ๋ชจ๋“œ",
info="WebGL: ์ตœ๊ณ  ํ’ˆ์งˆ, 2D: ๊ฐ€์žฅ ์•ˆ์ •์ , 3D: ์ค‘๊ฐ„, Swipe: ๋ชจ๋ฐ”์ผ์šฉ"
)
pdf_skin = gr.Radio(
choices=["light", "dark", "gradient"],
value="light",
label="์Šคํ‚จ",
info="light: ๋ฐ์€ ํ…Œ๋งˆ, dark: ์–ด๋‘์šด ํ…Œ๋งˆ, gradient: ๊ทธ๋ผ๋ฐ์ด์…˜ ํ…Œ๋งˆ"
)
pdf_create_btn = gr.Button("PDF์—์„œ ํ”Œ๋ฆฝ๋ถ ๋งŒ๋“ค๊ธฐ", variant="primary", size="lg")
pdf_debug = gr.Textbox(label="๋””๋ฒ„๊ทธ ์ •๋ณด", visible=False)
pdf_output = gr.HTML(label="ํ”Œ๋ฆฝ๋ถ ๊ฒฐ๊ณผ๋ฌผ")
# Set up PDF event handler
pdf_create_btn.click(
fn=create_flipbook_from_pdf,
inputs=[pdf_file, pdf_view_mode, pdf_skin],
outputs=[pdf_output, pdf_debug]
)
with gr.TabItem("์ด๋ฏธ์ง€ ์—…๋กœ๋“œ"):
images = gr.File(label="์ด๋ฏธ์ง€ ํŒŒ์ผ ์—…๋กœ๋“œ", file_types=["image"], file_count="multiple")
with gr.Accordion("๊ณ ๊ธ‰ ์„ค์ •", open=False):
img_view_mode = gr.Radio(
choices=["webgl", "3d", "2d", "swipe"],
value="2d", # Changed default to 2d for better compatibility
label="๋ทฐ ๋ชจ๋“œ",
info="WebGL: ์ตœ๊ณ  ํ’ˆ์งˆ, 2D: ๊ฐ€์žฅ ์•ˆ์ •์ , 3D: ์ค‘๊ฐ„, Swipe: ๋ชจ๋ฐ”์ผ์šฉ"
)
img_skin = gr.Radio(
choices=["light", "dark", "gradient"],
value="light",
label="์Šคํ‚จ",
info="light: ๋ฐ์€ ํ…Œ๋งˆ, dark: ์–ด๋‘์šด ํ…Œ๋งˆ, gradient: ๊ทธ๋ผ๋ฐ์ด์…˜ ํ…Œ๋งˆ"
)
img_create_btn = gr.Button("์ด๋ฏธ์ง€์—์„œ ํ”Œ๋ฆฝ๋ถ ๋งŒ๋“ค๊ธฐ", variant="primary", size="lg")
img_debug = gr.Textbox(label="๋””๋ฒ„๊ทธ ์ •๋ณด", visible=False)
img_output = gr.HTML(label="ํ”Œ๋ฆฝ๋ถ ๊ฒฐ๊ณผ๋ฌผ")
# Set up image event handler
img_create_btn.click(
fn=create_flipbook_from_images,
inputs=[images, img_view_mode, img_skin],
outputs=[img_output, img_debug]
)
gr.Markdown("""
### ์‚ฌ์šฉ๋ฒ•:
1. ์ปจํ…์ธ  ์œ ํ˜•์— ๋”ฐ๋ผ ํƒญ์„ ์„ ํƒํ•˜์„ธ์š” (PDF ๋˜๋Š” ์ด๋ฏธ์ง€)
2. ํŒŒ์ผ์„ ์—…๋กœ๋“œํ•˜์„ธ์š”
3. ํ•„์š”์— ๋”ฐ๋ผ ๊ณ ๊ธ‰ ์„ค์ •์—์„œ ๋ทฐ ๋ชจ๋“œ์™€ ์Šคํ‚จ์„ ์กฐ์ •ํ•˜์„ธ์š”
4. ํ”Œ๋ฆฝ๋ถ ๋งŒ๋“ค๊ธฐ ๋ฒ„ํŠผ์„ ํด๋ฆญํ•˜์„ธ์š”
5. ์ถœ๋ ฅ ์˜์—ญ์—์„œ ํ”Œ๋ฆฝ๋ถ๊ณผ ์ƒํ˜ธ์ž‘์šฉํ•˜์„ธ์š”
### ์ฐธ๊ณ :
- ์ฒ˜์Œ ํŽ˜์ด์ง€์—๋Š” ์˜ˆ์‹œ๋กœ ์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒ ์š”์†Œ์™€ ๋งํฌ๊ฐ€ ํฌํ•จ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค
- ์ตœ์ƒ์˜ ๊ฒฐ๊ณผ๋ฅผ ์œ„ํ•ด ์„ ๋ช…ํ•œ ํ…์ŠคํŠธ์™€ ์ด๋ฏธ์ง€๊ฐ€ ์žˆ๋Š” PDF๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”
- ์ง€์›๋˜๋Š” ์ด๋ฏธ์ง€ ํ˜•์‹: JPG, PNG, GIF ๋“ฑ
- ํ”Œ๋ฆฝ๋ถ์ด ๋ณด์ด์ง€ ์•Š๋Š” ๊ฒฝ์šฐ, 2D ๋ชจ๋“œ๋ฅผ ์„ ํƒํ•˜๊ณ  ๋‹ค์‹œ ์‹œ๋„ํ•ด๋ณด์„ธ์š”
""")
# Launch the app
if __name__ == "__main__":
demo.launch() # Remove share=True as it's not supported in Spaces