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Update app.py
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app.py
CHANGED
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@@ -5,8 +5,6 @@ from selenium.webdriver.chrome.options import Options
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from selenium.webdriver.common.by import By
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from selenium.webdriver.support.ui import WebDriverWait
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from selenium.webdriver.support import expected_conditions as EC
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from webdriver_manager.chrome import ChromeDriverManager
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from webdriver_manager.core.os_manager import ChromeType
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from transformers import pipeline, AutoTokenizer, AutoModelForSeq2SeqLM
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from sentence_transformers import SentenceTransformer
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from langchain.text_splitter import RecursiveCharacterTextSplitter
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@@ -77,12 +75,10 @@ def find_binary(binary_name):
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"""Find binary path."""
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try:
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result = subprocess.check_output(
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['
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stderr=subprocess.DEVNULL
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).decode().strip()
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logging.info(f"Found {binary_name} at: {paths}")
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return paths[0] if paths else None
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except Exception as e:
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logging.error(f"Error finding {binary_name}: {str(e)}")
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return None
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@@ -107,14 +103,28 @@ def setup_driver():
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"""Set up Selenium WebDriver."""
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cleanup_chromedriver_processes() # Clean up before starting
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try:
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chromium_path = os.getenv('CHROMIUM_PATH', '/usr/bin/chromium')
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chromedriver_path = os.getenv('CHROMEDRIVER_PATH', '/usr/bin/chromedriver')
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# Verify binaries
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if not os.path.exists(chromium_path):
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chromium_path = find_binary('chromium') or find_binary('chromium-browser')
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if not os.path.exists(chromedriver_path):
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chromedriver_path = find_binary('chromedriver')
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check_versions(chromium_path, chromedriver_path)
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@@ -127,21 +137,14 @@ def setup_driver():
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options.add_argument('--disable-extensions')
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options.add_argument('--disable-background-networking')
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options.add_argument('--window-size=1920,1080')
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options.add_argument('--remote-debugging-port=0')
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options.add_argument('--ignore-certificate-errors')
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options.add_argument('--disable-web-security')
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options.binary_location = chromium_path
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# Initialize ChromeDriver
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try:
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subprocess.run(['chmod', '+x', chromedriver_path], check=True)
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service = Service(chromedriver_path)
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except:
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logging.info("Falling back to webdriver-manager")
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chromedriver_path = ChromeDriverManager(chrome_type=ChromeType.CHROMIUM).install()
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subprocess.run(['chmod', '+x', chromedriver_path], check=True)
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service = Service(chromedriver_path)
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max_attempts = 3
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for attempt in range(max_attempts):
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try:
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logging.warning(f"Port {service.port} in use, stopping service")
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service.stop()
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time.sleep(1)
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service.start()
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driver = webdriver.Chrome(service=service, options=options)
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driver.set_page_load_timeout(60)
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logging.info(f"ChromeDriver initialized on port {service.port}")
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return driver, service
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except WebDriverException as e:
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logging.warning(f"WebDriver init failed (attempt {attempt + 1}/{max_attempts}): {str(e)}")
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if attempt < max_attempts - 1:
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@@ -164,6 +169,7 @@ def setup_driver():
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time.sleep(2)
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else:
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raise
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except Exception as e:
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logging.error(f"Error setting up WebDriver: {str(e)}")
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logging.error(traceback.format_exc())
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@@ -180,57 +186,62 @@ def scrape_website(url):
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"""Scrape data from the given URL."""
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driver, service = setup_driver()
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if not driver or not service:
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return None
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try:
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main_content =
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except:
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st.error(f"Error scraping {url}: {str(e)}")
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return None
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finally:
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try:
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driver.quit()
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service.stop()
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logging.info("WebDriver and service stopped")
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except Exception as e:
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logging.warning(f"Error quitting driver: {str(e)}")
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@st.cache_resource
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def initialize_qa_model():
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from selenium.webdriver.common.by import By
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from selenium.webdriver.support.ui import WebDriverWait
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from selenium.webdriver.support import expected_conditions as EC
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from transformers import pipeline, AutoTokenizer, AutoModelForSeq2SeqLM
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from sentence_transformers import SentenceTransformer
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from langchain.text_splitter import RecursiveCharacterTextSplitter
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"""Find binary path."""
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try:
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result = subprocess.check_output(
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['which', binary_name],
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stderr=subprocess.DEVNULL
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).decode().strip()
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return result if result else None
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except Exception as e:
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logging.error(f"Error finding {binary_name}: {str(e)}")
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return None
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"""Set up Selenium WebDriver."""
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cleanup_chromedriver_processes() # Clean up before starting
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try:
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# Set custom cache directory to avoid permission issues
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os.environ['WDM_CACHE_DIR'] = '/tmp/.wdm'
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chromium_path = os.getenv('CHROMIUM_PATH', '/usr/bin/chromium')
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chromedriver_path = os.getenv('CHROMEDRIVER_PATH', '/usr/bin/chromedriver')
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# Verify binaries exist
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if not os.path.exists(chromium_path):
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chromium_path = find_binary('chromium') or find_binary('chromium-browser')
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if not chromium_path:
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st.error("Chromium not found. Please ensure it's installed.")
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return None, None
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if not os.path.exists(chromedriver_path):
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chromedriver_path = find_binary('chromedriver')
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if not chromedriver_path:
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st.error("ChromeDriver not found. Please ensure it's installed.")
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return None, None
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# Ensure executables have proper permissions
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subprocess.run(['chmod', '+x', chromedriver_path], check=True)
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subprocess.run(['chmod', '+x', chromium_path], check=True)
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check_versions(chromium_path, chromedriver_path)
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options.add_argument('--disable-extensions')
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options.add_argument('--disable-background-networking')
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options.add_argument('--window-size=1920,1080')
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options.add_argument('--remote-debugging-port=0')
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options.add_argument('--ignore-certificate-errors')
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options.add_argument('--disable-web-security')
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options.binary_location = chromium_path
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# Initialize ChromeDriver service
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service = Service(executable_path=chromedriver_path)
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max_attempts = 3
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for attempt in range(max_attempts):
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try:
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logging.warning(f"Port {service.port} in use, stopping service")
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service.stop()
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time.sleep(1)
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service.start()
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driver = webdriver.Chrome(service=service, options=options)
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driver.set_page_load_timeout(60)
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logging.info(f"ChromeDriver initialized on port {service.port}")
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return driver, service
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except WebDriverException as e:
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logging.warning(f"WebDriver init failed (attempt {attempt + 1}/{max_attempts}): {str(e)}")
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if attempt < max_attempts - 1:
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time.sleep(2)
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else:
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raise
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except Exception as e:
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logging.error(f"Error setting up WebDriver: {str(e)}")
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logging.error(traceback.format_exc())
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"""Scrape data from the given URL."""
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driver, service = setup_driver()
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if not driver or not service:
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st.error("Failed to initialize WebDriver. Please check if Chromium and ChromeDriver are properly installed.")
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return None
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try:
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logging.info(f"Attempting to scrape {url}")
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driver.get(url)
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WebDriverWait(driver, 30).until(
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EC.presence_of_element_located((By.TAG_NAME, "body"))
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)
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# Get page title
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title = driver.title
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# Try multiple selectors for main content
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content_selectors = [
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(By.ID, "content"),
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(By.CLASS_NAME, "mw-parser-output"),
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(By.TAG_NAME, "main"),
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(By.CLASS_NAME, "main-content"),
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(By.ID, "main"),
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(By.TAG_NAME, "article")
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]
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main_content = None
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for by, value in content_selectors:
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try:
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main_content = driver.find_element(by, value)
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break
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except:
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continue
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if not main_content:
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main_content = driver.find_element(By.TAG_NAME, "body")
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text_content = main_content.text
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cleaned_content = clean_text(text_content)
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logging.info(f"Scraped {len(cleaned_content)} characters from {url}")
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return {
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"title": title,
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"content": cleaned_content,
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"url": url
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}
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except (WebDriverException, TimeoutException) as e:
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logging.error(f"Error scraping {url}: {str(e)}")
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st.error(f"Error scraping {url}: {str(e)}")
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return None
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finally:
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try:
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driver.quit()
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service.stop()
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logging.info("WebDriver and service stopped")
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except Exception as e:
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logging.warning(f"Error quitting driver: {str(e)}")
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@st.cache_resource
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def initialize_qa_model():
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