Update app.py

app.py

@@ -125,14 +125,13 @@ def detect_grammar_errors(text):
 
 
 def penalize_for_grammar(student_answer):
-    grammar_errors = detect_grammar_errors(student_answer)
-    print(f"Grammar errors detected: {grammar_errors}")
+    grammar_errors, _ = detect_grammar_errors(student_answer)  # Only take the first element (error count)
     
-    # Apply a penalty based on the number of grammar errors (max 50% penalty)
+    # Apply a penalty based on the number of grammar errors (max 70% penalty)
     penalty = max(0.3, 1 - 0.1 * grammar_errors)
-    print(f"Grammar penalty applied: {penalty}")
     return penalty
 
+
 def compare_answers(student_answer, teacher_answer):
     bert_similarity = calculate_cosine_similarity(get_bert_embedding(student_answer), get_bert_embedding(teacher_answer))
     print(f"BERT similarity: {bert_similarity}")