![]() Results = fetch_merged_results(query_string)Ģ. Query_string = "Who is the Prime Minister of India" Results_string = "\n".join(results_list) # Join the list into a string # Get an agglomerated string from multiple relevant documents for a query Text_results = extract_text(html_pages) # Extract texts from HTML Html_pages = download_all_sites(sites) # Get HTML from URLs Sites = google_search(query, num_results=5) # Obtain the top 4 URLs ![]() # Get a list of relevant text documents for the input query Return " ".join(t.strip() for t in visible_texts) Visible_texts = filter(tag_visible, texts) 'noscript', 'header', 'html', 'iframe', 'audio', 'picture', # Helper function to extract text from the web page's source codeĭef tag_visible(element): # Helper function to filter out futile HTML tagsīlacklist = ', 'embed', 'img', 'object', # Helper function to download the html page of a siteĮxcept : # Utility function to pick a random delayĭef google_search(query, num_results=None): ![]() Idx = np.asarray(index, dtype=np.integer) # Utility function to pick a random user-agent # Disable displaying SSL verification warnings Using the google library for links lookup along with requests package for HTML page extraction and then using bs4 for scraping the page for content (SSL Verification warning suppressed) from googlesearch import searchįrom import InsecureRequestWarning
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