Create summarization.py

summarization.py

@@ -0,0 +1,10 @@
+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']