from transformers import pipeline summarizer = pipeline("summarization", model="facebook/bart-large-cnn") def summarize_text(text, level): """تلخيص النص بمستويات مختلفة""" length_map = {"مختصر": 30, "متوسط": 60, "تفصيلي": 100} max_length = length_map.get(level, 60) summary = summarizer(text, max_length=max_length, min_length=20, do_sample=False) return summary[0]['summary_text']