Update app.py

app.py

@@ -17,13 +17,13 @@ def extract_text_from_pptx(file_path):
 def predict_pptx_content(file_path):
     try:
         extracted_text = extract_text_from_pptx(file_path)
-
+        cleaned_text = re.sub(r'\s+', ' ', extracted_text)
         # Perform inference using the pipeline
         result = classifier(extracted_text)
 
         predicted_label = result[0]['label']
         predicted_probability = result[0]['score']
-
+        summary = summarizer(extracted_text, max_length=80, min_length=30, do_sample=False)[0]['summary_text']
         prediction = {
             "Evaluation": f"Evaluate the topic according to {predicted_label} is: {predicted_probability}",
             "Summary": summary