from transformers import pipeline class Summarizer: def __init__(self): pass def summarize_text(self, text): summarizer = pipeline("summarization", model="Falconsai/text_summarization") summary = summarizer(text, max_length=500, min_length=300, do_sample=False) return summary[0]['summary_text']