from smolagents.tools import Tool from helium import S from selenium.webdriver.common.by import By import json import logging logger = logging.getLogger(__name__) class ScrapeTextTool(Tool): name = "scrape_text" description = "Scrapes text or table data from elements matching a CSS selector on the current page." inputs = { "selector": {"type": "string", "default": "p", "nullable": False, "description": "CSS selector to target elements"}, "extract_table": {"type": "boolean", "default": False, "nullable": False, "description": "If True, extract table data as JSON"} } output_type = "string" def __init__(self, driver): super().__init__() self.driver = driver self.is_initialized = self.driver is not None logger.debug(f"ScrapeTextTool initialized: is_initialized={self.is_initialized}") def forward(self, selector="p", extract_table=False): if not self.is_initialized: return "Error: ScrapeTextTool is not initialized" try: if extract_table: tables = self.driver.find_elements(By.CSS_SELECTOR, selector) if not tables: return "No tables found for selector" table_data = [] for table in tables: rows = table.find_elements(By.TAG_NAME, "tr") table_rows = [] for row in rows: cells = row.find_elements(By.TAG_NAME, "td") or row.find_elements(By.TAG_NAME, "th") row_data = [cell.text.strip() for cell in cells if cell.text.strip()] if row_data: table_rows.append(row_data) if table_rows: table_data.append(table_rows) return json.dumps(table_data) if table_data else "No table data found" else: elements = self.driver.find_elements(By.CSS_SELECTOR, selector) text_list = [element.text.strip() for element in elements if element.text.strip()] return "\n".join(text_list) if text_list else "No text found for selector" except Exception as e: return f"Failed to scrape with selector {selector}: {str(e)}"