Create summarizer.py

summarizer.py

@@ -0,0 +1,12 @@
+from model import load_model
+
+# Initialize the model
+model = load_model()
+
+def summarize_text(input_text: str) -> str:
+    """
+    Summarize the input text using the pre-trained Hugging Face model.
+    """
+    # Get the summary
+    summary = model(input_text, max_length=200, min_length=50, do_sample=False)
+    return summary[0]['summary_text']