import requests from bs4 import BeautifulSoup from helpers.GROQ import ConversationGROQ class Scrapper: def __init__(self, url: str, groq_instance: ConversationGROQ): self.url = url self.groq_instance = groq_instance def scrape(self): response = requests.get(self.url) response.raise_for_status return response.content def parse(self, content: str): soup = BeautifulSoup(content, 'html.parser') return ' '.join(soup.stripped_strings) def compress(self, content: str): return ' '.join(content.split()) def truncate(self, content: str): return content[:1000] + '...' if len(content) > 1000 else content def analyze(self, content: str): prompt = """ Analyze the following HTML content with exceptional precision and depth: {content} """ response = self.groq_instance.chat(prompt.format(content=content)) return response def extract(self, content: str): prompt = """ Extract the following structured data from the HTML content: {content} 1. JSON representation: Extract key information and structure it in JSON format. 2. Table extraction: Identify and extract any tables, presenting them in JSON format. 3. List compilation: Extract and present lists from the content in JSON format. 4. Key-value pair extraction: Identify and extract key-value pairs, presenting them in JSON format. 5. Numerical data analysis: Extract and present numerical data in JSON format. 6. Entity recognition: Identify and categorize named entities, presenting them in JSON format. 7. Sentiment analysis: Assess overall tone and sentiment, presenting results in JSON format. 8. Language detection: Identify the primary language and any secondary languages, presenting in JSON format. 9. Structured data markup: Extract any structured data present on the page, presenting in JSON format. 10. API endpoints: Document any API endpoints referenced, presenting in JSON format. Ensure the extracted data is well-structured and properly formatted in JSON. {content} Provide the data in JSON format. """ response = self.groq_instance.chat(prompt.format(content=content)) return response