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Create App.py
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App.py
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| 1 |
+
import os
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| 2 |
+
import re
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| 3 |
+
import time
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| 4 |
+
import logging
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| 5 |
+
import zipfile
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| 6 |
+
import requests
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| 7 |
+
import bibtexparser
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| 8 |
+
from tqdm import tqdm
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| 9 |
+
from urllib.parse import quote, urlencode
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| 10 |
+
import gradio as gr
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| 11 |
+
from bs4 import BeautifulSoup
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| 12 |
+
import io
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| 13 |
+
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| 14 |
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# Configure logging
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| 15 |
+
logging.basicConfig(level=logging.INFO,
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| 16 |
+
format='%(asctime)s - %(levelname)s: %(message)s')
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| 17 |
+
logger = logging.getLogger(__name__)
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| 18 |
+
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| 19 |
+
class PaperDownloader:
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| 20 |
+
def __init__(self, output_dir='papers'):
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| 21 |
+
self.output_dir = output_dir
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| 22 |
+
os.makedirs(output_dir, exist_ok=True)
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| 23 |
+
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| 24 |
+
# Updated download sources
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| 25 |
+
self.download_sources = [
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| 26 |
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'https://sci-hub.ee/',
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| 27 |
+
'https://sci-hub.st/',
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| 28 |
+
'https://sci-hub.ru/',
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| 29 |
+
'https://sci-hub.ren/',
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| 30 |
+
'https://sci-hub.mksa.top/',
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| 31 |
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'https://sci-hub.se/',
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| 32 |
+
'https://libgen.rs/scimag/'
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| 33 |
+
]
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| 34 |
+
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| 35 |
+
# Request headers
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| 36 |
+
self.headers = {
|
| 37 |
+
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36',
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| 38 |
+
'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,*/*;q=0.8'
|
| 39 |
+
}
|
| 40 |
+
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| 41 |
+
def clean_doi(self, doi):
|
| 42 |
+
"""Clean and encode DOI for URL"""
|
| 43 |
+
return quote(doi.strip()) if doi else None
|
| 44 |
+
|
| 45 |
+
def download_paper_scihub(self, doi):
|
| 46 |
+
"""Improved method to download paper from Sci-Hub"""
|
| 47 |
+
if not doi:
|
| 48 |
+
logger.warning("DOI not provided")
|
| 49 |
+
return None
|
| 50 |
+
|
| 51 |
+
for base_url in self.download_sources:
|
| 52 |
+
try:
|
| 53 |
+
scihub_url = f"{base_url}{self.clean_doi(doi)}"
|
| 54 |
+
|
| 55 |
+
# Request with more tolerance
|
| 56 |
+
response = requests.get(scihub_url,
|
| 57 |
+
headers=self.headers,
|
| 58 |
+
allow_redirects=True,
|
| 59 |
+
timeout=15)
|
| 60 |
+
|
| 61 |
+
# Search for multiple PDF URL patterns
|
| 62 |
+
pdf_patterns = [
|
| 63 |
+
r'(https?://[^\s<>"]+?\.pdf)',
|
| 64 |
+
r'(https?://[^\s<>"]+?download/[^\s<>"]+)',
|
| 65 |
+
r'(https?://[^\s<>"]+?\/pdf\/[^\s<>"]+)',
|
| 66 |
+
]
|
| 67 |
+
|
| 68 |
+
pdf_urls = []
|
| 69 |
+
for pattern in pdf_patterns:
|
| 70 |
+
pdf_urls.extend(re.findall(pattern, response.text))
|
| 71 |
+
|
| 72 |
+
# Try downloading from found URLs
|
| 73 |
+
for pdf_url in pdf_urls:
|
| 74 |
+
try:
|
| 75 |
+
pdf_response = requests.get(pdf_url,
|
| 76 |
+
headers=self.headers,
|
| 77 |
+
timeout=10)
|
| 78 |
+
|
| 79 |
+
# Verify if it's a PDF
|
| 80 |
+
if 'application/pdf' in pdf_response.headers.get('Content-Type', ''):
|
| 81 |
+
logger.debug(f"Found PDF from: {pdf_url}")
|
| 82 |
+
return pdf_response.content
|
| 83 |
+
except Exception as e:
|
| 84 |
+
logger.debug(f"Error downloading PDF from {pdf_url}: {e}")
|
| 85 |
+
|
| 86 |
+
except Exception as e:
|
| 87 |
+
logger.debug(f"Error trying to download {doi} from {base_url}: {e}")
|
| 88 |
+
|
| 89 |
+
return None
|
| 90 |
+
|
| 91 |
+
def download_paper_libgen(self, doi):
|
| 92 |
+
"""Download from Libgen, handles the query and the redirection"""
|
| 93 |
+
if not doi:
|
| 94 |
+
return None
|
| 95 |
+
|
| 96 |
+
base_url = 'https://libgen.rs/scimag/'
|
| 97 |
+
try:
|
| 98 |
+
search_url = f"{base_url}?q={self.clean_doi(doi)}"
|
| 99 |
+
response = requests.get(search_url, headers=self.headers, allow_redirects=True, timeout=10)
|
| 100 |
+
response.raise_for_status()
|
| 101 |
+
|
| 102 |
+
if "No results" in response.text:
|
| 103 |
+
logger.debug(f"No results for DOI: {doi} on libgen")
|
| 104 |
+
return None
|
| 105 |
+
|
| 106 |
+
soup = BeautifulSoup(response.text, 'html.parser')
|
| 107 |
+
|
| 108 |
+
# Find the link using a specific selector
|
| 109 |
+
links = soup.select('table.c > tbody > tr:nth-child(2) > td:nth-child(1) > a')
|
| 110 |
+
|
| 111 |
+
if links:
|
| 112 |
+
link = links[0]
|
| 113 |
+
pdf_url = link['href']
|
| 114 |
+
pdf_response = requests.get(pdf_url, headers=self.headers, allow_redirects=True, timeout=10)
|
| 115 |
+
if 'application/pdf' in pdf_response.headers.get('Content-Type', ''):
|
| 116 |
+
logger.debug(f"Found PDF from: {pdf_url}")
|
| 117 |
+
return pdf_response.content
|
| 118 |
+
|
| 119 |
+
except Exception as e:
|
| 120 |
+
logger.debug(f"Error trying to download {doi} from libgen: {e}")
|
| 121 |
+
return None
|
| 122 |
+
|
| 123 |
+
def download_paper_google_scholar(self, doi):
|
| 124 |
+
"""Search google scholar to find an article with the given doi, try to get the pdf"""
|
| 125 |
+
if not doi:
|
| 126 |
+
return None
|
| 127 |
+
|
| 128 |
+
try:
|
| 129 |
+
|
| 130 |
+
query = f'doi:"{doi}"'
|
| 131 |
+
params = {'q': query}
|
| 132 |
+
url = f'https://scholar.google.com/scholar?{urlencode(params)}'
|
| 133 |
+
|
| 134 |
+
response = requests.get(url, headers = self.headers, timeout = 10)
|
| 135 |
+
response.raise_for_status()
|
| 136 |
+
|
| 137 |
+
soup = BeautifulSoup(response.text, 'html.parser')
|
| 138 |
+
|
| 139 |
+
# Find any links with [PDF]
|
| 140 |
+
links = soup.find_all('a', string=re.compile(r'\[PDF\]', re.IGNORECASE))
|
| 141 |
+
|
| 142 |
+
if links:
|
| 143 |
+
pdf_url = links[0]['href']
|
| 144 |
+
pdf_response = requests.get(pdf_url, headers = self.headers, timeout=10)
|
| 145 |
+
if 'application/pdf' in pdf_response.headers.get('Content-Type', ''):
|
| 146 |
+
logger.debug(f"Found PDF from: {pdf_url}")
|
| 147 |
+
return pdf_response.content
|
| 148 |
+
except Exception as e:
|
| 149 |
+
logger.debug(f"Google Scholar error for {doi}: {e}")
|
| 150 |
+
|
| 151 |
+
return None
|
| 152 |
+
|
| 153 |
+
def download_paper_crossref(self, doi):
|
| 154 |
+
"""Alternative search method using Crossref"""
|
| 155 |
+
if not doi:
|
| 156 |
+
return None
|
| 157 |
+
|
| 158 |
+
try:
|
| 159 |
+
# Search for open access link
|
| 160 |
+
url = f"https://api.crossref.org/works/{doi}"
|
| 161 |
+
response = requests.get(url, headers=self.headers, timeout=10)
|
| 162 |
+
|
| 163 |
+
if response.status_code == 200:
|
| 164 |
+
data = response.json()
|
| 165 |
+
work = data.get('message', {})
|
| 166 |
+
|
| 167 |
+
# Search for open access links
|
| 168 |
+
links = work.get('link', [])
|
| 169 |
+
for link in links:
|
| 170 |
+
if link.get('content-type') == 'application/pdf':
|
| 171 |
+
pdf_url = link.get('URL')
|
| 172 |
+
if pdf_url:
|
| 173 |
+
pdf_response = requests.get(pdf_url, headers=self.headers)
|
| 174 |
+
if 'application/pdf' in pdf_response.headers.get('Content-Type', ''):
|
| 175 |
+
logger.debug(f"Found PDF from: {pdf_url}")
|
| 176 |
+
return pdf_response.content
|
| 177 |
+
|
| 178 |
+
except Exception as e:
|
| 179 |
+
logger.debug(f"Crossref error for {doi}: {e}")
|
| 180 |
+
|
| 181 |
+
return None
|
| 182 |
+
|
| 183 |
+
|
| 184 |
+
def download_with_retry(self, doi, max_retries=3, initial_delay=2):
|
| 185 |
+
"""Downloads a paper using multiple strategies with exponential backoff"""
|
| 186 |
+
pdf_content = None
|
| 187 |
+
retries = 0
|
| 188 |
+
delay = initial_delay
|
| 189 |
+
|
| 190 |
+
while retries < max_retries and not pdf_content:
|
| 191 |
+
try:
|
| 192 |
+
pdf_content = (
|
| 193 |
+
self.download_paper_scihub(doi) or
|
| 194 |
+
self.download_paper_libgen(doi) or
|
| 195 |
+
self.download_paper_google_scholar(doi) or
|
| 196 |
+
self.download_paper_crossref(doi)
|
| 197 |
+
|
| 198 |
+
)
|
| 199 |
+
|
| 200 |
+
if pdf_content:
|
| 201 |
+
return pdf_content
|
| 202 |
+
except Exception as e:
|
| 203 |
+
logger.error(f"Error in download attempt {retries + 1} for DOI {doi}: {e}")
|
| 204 |
+
|
| 205 |
+
if not pdf_content:
|
| 206 |
+
retries += 1
|
| 207 |
+
logger.warning(f"Retry attempt {retries} for DOI: {doi} after {delay} seconds")
|
| 208 |
+
time.sleep(delay)
|
| 209 |
+
delay *= 2 # Exponential backoff
|
| 210 |
+
|
| 211 |
+
return None
|
| 212 |
+
|
| 213 |
+
def download_single_doi(self, doi):
|
| 214 |
+
"""Downloads a single paper using a DOI"""
|
| 215 |
+
if not doi:
|
| 216 |
+
return None, "Error: DOI not provided", "Error: DOI not provided"
|
| 217 |
+
|
| 218 |
+
try:
|
| 219 |
+
pdf_content = self.download_with_retry(doi)
|
| 220 |
+
|
| 221 |
+
if pdf_content:
|
| 222 |
+
filename = f"{doi.replace('/', '_').replace('.', '_')}.pdf"
|
| 223 |
+
filepath = os.path.join(self.output_dir, filename)
|
| 224 |
+
with open(filepath, 'wb') as f:
|
| 225 |
+
f.write(pdf_content)
|
| 226 |
+
logger.info(f"Successfully downloaded: {filename}")
|
| 227 |
+
return filepath, "Successfully downloaded", ""
|
| 228 |
+
else:
|
| 229 |
+
logger.warning(f"Could not download: {doi}")
|
| 230 |
+
return None, f"Could not download {doi}", f"Could not download {doi}"
|
| 231 |
+
|
| 232 |
+
except Exception as e:
|
| 233 |
+
logger.error(f"Error processing {doi}: {e}")
|
| 234 |
+
return None, f"Error processing {doi}: {e}", f"Error processing {doi}: {e}"
|
| 235 |
+
|
| 236 |
+
def download_multiple_dois(self, dois_text):
|
| 237 |
+
"""Downloads multiple papers from a list of DOIs"""
|
| 238 |
+
if not dois_text:
|
| 239 |
+
return None, "Error: No DOIs provided", "Error: No DOIs provided"
|
| 240 |
+
|
| 241 |
+
dois = [doi.strip() for doi in dois_text.split('\n') if doi.strip()]
|
| 242 |
+
if not dois:
|
| 243 |
+
return None, "Error: No valid DOIs provided", "Error: No valid DOIs provided"
|
| 244 |
+
|
| 245 |
+
downloaded_files = []
|
| 246 |
+
failed_dois = []
|
| 247 |
+
for doi in tqdm(dois, desc="Downloading papers"):
|
| 248 |
+
filepath, success_message, fail_message = self.download_single_doi(doi)
|
| 249 |
+
if filepath:
|
| 250 |
+
downloaded_files.append(filepath)
|
| 251 |
+
else:
|
| 252 |
+
failed_dois.append(doi)
|
| 253 |
+
|
| 254 |
+
if downloaded_files:
|
| 255 |
+
zip_filename = 'papers.zip'
|
| 256 |
+
with zipfile.ZipFile(zip_filename, 'w') as zipf:
|
| 257 |
+
for file_path in downloaded_files:
|
| 258 |
+
zipf.write(file_path, arcname=os.path.basename(file_path))
|
| 259 |
+
logger.info(f"ZIP file created: {zip_filename}")
|
| 260 |
+
|
| 261 |
+
return zip_filename if downloaded_files else None, "\n".join(downloaded_files), "\n".join(failed_dois)
|
| 262 |
+
|
| 263 |
+
|
| 264 |
+
|
| 265 |
+
def process_bibtex(self, bib_file):
|
| 266 |
+
"""Process BibTeX file and download papers with multiple strategies"""
|
| 267 |
+
# Read BibTeX file content from the uploaded object
|
| 268 |
+
try:
|
| 269 |
+
with open(bib_file.name, 'r', encoding='utf-8') as f:
|
| 270 |
+
bib_content = f.read()
|
| 271 |
+
except Exception as e:
|
| 272 |
+
logger.error(f"Error reading uploaded file {bib_file.name}: {e}")
|
| 273 |
+
return None, f"Error reading uploaded file {bib_file.name}: {e}", f"Error reading uploaded file {bib_file.name}: {e}"
|
| 274 |
+
|
| 275 |
+
# Parse BibTeX data
|
| 276 |
+
try:
|
| 277 |
+
bib_database = bibtexparser.loads(bib_content)
|
| 278 |
+
except Exception as e:
|
| 279 |
+
logger.error(f"Error parsing BibTeX data: {e}")
|
| 280 |
+
return None, f"Error parsing BibTeX data: {e}", f"Error parsing BibTeX data: {e}"
|
| 281 |
+
|
| 282 |
+
# Extract DOIs
|
| 283 |
+
dois = [entry.get('doi') for entry in bib_database.entries if entry.get('doi')]
|
| 284 |
+
logger.info(f"Found {len(dois)} DOIs to download")
|
| 285 |
+
|
| 286 |
+
# Result lists
|
| 287 |
+
downloaded_files = []
|
| 288 |
+
failed_dois = []
|
| 289 |
+
|
| 290 |
+
# Download PDFs
|
| 291 |
+
for doi in tqdm(dois, desc="Downloading papers"):
|
| 292 |
+
try:
|
| 293 |
+
# Try to download with multiple methods with retries
|
| 294 |
+
pdf_content = self.download_with_retry(doi)
|
| 295 |
+
|
| 296 |
+
# Save PDF
|
| 297 |
+
if pdf_content:
|
| 298 |
+
filename = f"{doi.replace('/', '_').replace('.', '_')}.pdf"
|
| 299 |
+
filepath = os.path.join(self.output_dir, filename)
|
| 300 |
+
|
| 301 |
+
with open(filepath, 'wb') as f:
|
| 302 |
+
f.write(pdf_content)
|
| 303 |
+
|
| 304 |
+
downloaded_files.append(filepath)
|
| 305 |
+
logger.info(f"Successfully downloaded: {filename}")
|
| 306 |
+
else:
|
| 307 |
+
failed_dois.append(doi)
|
| 308 |
+
logger.warning(f"Could not download: {doi}")
|
| 309 |
+
|
| 310 |
+
except Exception as e:
|
| 311 |
+
failed_dois.append(doi)
|
| 312 |
+
logger.error(f"Error processing {doi}: {e}")
|
| 313 |
+
|
| 314 |
+
# Create ZIP of downloaded papers
|
| 315 |
+
if downloaded_files:
|
| 316 |
+
zip_filename = 'papers.zip'
|
| 317 |
+
with zipfile.ZipFile(zip_filename, 'w') as zipf:
|
| 318 |
+
for file_path in downloaded_files:
|
| 319 |
+
zipf.write(file_path, arcname=os.path.basename(file_path))
|
| 320 |
+
logger.info(f"ZIP file created: {zip_filename}")
|
| 321 |
+
|
| 322 |
+
return zip_filename, "\n".join(downloaded_files), "\n".join(failed_dois)
|
| 323 |
+
|
| 324 |
+
|
| 325 |
+
def create_gradio_interface():
|
| 326 |
+
"""Create Gradio interface for Paper Downloader"""
|
| 327 |
+
downloader = PaperDownloader()
|
| 328 |
+
|
| 329 |
+
def download_papers(bib_file, doi_input, dois_input):
|
| 330 |
+
if bib_file:
|
| 331 |
+
# Check file type
|
| 332 |
+
if not bib_file.name.lower().endswith('.bib'):
|
| 333 |
+
return None, "Error: Please upload a .bib file", "Error: Please upload a .bib file", None
|
| 334 |
+
|
| 335 |
+
zip_path, downloaded_dois, failed_dois = downloader.process_bibtex(bib_file)
|
| 336 |
+
return zip_path, downloaded_dois, failed_dois, None
|
| 337 |
+
elif doi_input:
|
| 338 |
+
filepath, message, failed_doi = downloader.download_single_doi(doi_input)
|
| 339 |
+
return None, message, failed_doi, filepath
|
| 340 |
+
elif dois_input:
|
| 341 |
+
zip_path, downloaded_dois, failed_dois = downloader.download_multiple_dois(dois_input)
|
| 342 |
+
return zip_path, downloaded_dois, failed_dois, None
|
| 343 |
+
else:
|
| 344 |
+
return None, "Please provide a .bib file, a single DOI, or a list of DOIs", "Please provide a .bib file, a single DOI, or a list of DOIs", None
|
| 345 |
+
|
| 346 |
+
|
| 347 |
+
# Gradio Interface
|
| 348 |
+
interface = gr.Interface(
|
| 349 |
+
fn=download_papers,
|
| 350 |
+
inputs=[
|
| 351 |
+
gr.File(file_types=['.bib'], label="Upload BibTeX File"),
|
| 352 |
+
gr.Textbox(label="Enter Single DOI", placeholder="10.xxxx/xxxx"),
|
| 353 |
+
gr.Textbox(label="Enter Multiple DOIs (one per line)", placeholder="10.xxxx/xxxx\n10.yyyy/yyyy\n...")
|
| 354 |
+
],
|
| 355 |
+
outputs=[
|
| 356 |
+
gr.File(label="Download Papers (ZIP) or Single PDF"),
|
| 357 |
+
gr.Textbox(label="Downloaded DOIs/Message"),
|
| 358 |
+
gr.Textbox(label="Failed DOIs"),
|
| 359 |
+
gr.File(label="Downloaded Single PDF")
|
| 360 |
+
],
|
| 361 |
+
title="🔬 Academic Paper Batch Downloader",
|
| 362 |
+
description="Upload a BibTeX file or enter DOIs to download PDFs. We'll attempt to fetch PDFs from multiple sources like Sci-Hub, Libgen, Google Scholar and Crossref. You can use any of the three inputs at any moment.",
|
| 363 |
+
theme="soft",
|
| 364 |
+
examples=[
|
| 365 |
+
["example.bib", None, None], # Bibtex File
|
| 366 |
+
[None, "10.1038/nature12373", None], # Single DOI
|
| 367 |
+
[None, None, "10.1109/5.771073\n10.3390/horticulturae8080677"], # Multiple DOIs
|
| 368 |
+
],
|
| 369 |
+
css="""
|
| 370 |
+
.gradio-container {
|
| 371 |
+
background-color: #f4f4f4;
|
| 372 |
+
}
|
| 373 |
+
.gr-interface {
|
| 374 |
+
max-width: 800px;
|
| 375 |
+
margin: 0 auto;
|
| 376 |
+
}
|
| 377 |
+
.gr-box {
|
| 378 |
+
background-color: white;
|
| 379 |
+
border-radius: 10px;
|
| 380 |
+
box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
|
| 381 |
+
}
|
| 382 |
+
"""
|
| 383 |
+
)
|
| 384 |
+
|
| 385 |
+
return interface
|
| 386 |
+
|
| 387 |
+
def main():
|
| 388 |
+
interface = create_gradio_interface()
|
| 389 |
+
interface.launch(share=True)
|
| 390 |
+
|
| 391 |
+
if __name__ == "__main__":
|
| 392 |
+
main()
|