import nltk from rake_nltk import Rake # Download NLTK data (if not already downloaded) nltk.download('punkt') nltk.download('stopwords') def extract_keywords(text): # Initialize Rake with stopwords set to None (to keep all words) rake = Rake() # Extract keywords from the input text rake.extract_keywords_from_text(text) # Get the ranked keywords ranked_keywords = rake.get_ranked_phrases() return ranked_keywords