def calculate_recency_factor(upload_date): # Simplified recency factor calculation today = datetime.now() upload_date = datetime.strptime(upload_date, '%Y-%m-%d') days_diff = (today - upload_date).days return 1 / (days_diff + 1) # Favoring newer content