Update app.py

app.py

@@ -9,6 +9,7 @@ UPLOAD_FOLDER = "/tmp/uploads"
 os.makedirs(UPLOAD_FOLDER, exist_ok=True)  # ← Move this AFTER defining UPLOAD_FOLDER
 
 from utils.image_processor import extract_text_from_image
+from utils.xlnet_model import get_model_prediction
 from utils.xlnet_model import get_similarity_score
 from werkzeug.utils import secure_filename
 import shutil
@@ -52,7 +53,8 @@ async def evaluate(
         student_text = extract_text_from_image(paths["student"])
         reference_text = extract_text_from_image(paths["reference"])
 
-        score = get_similarity_score(question_text, student_text, reference_text)
+        score = get_model_prediction(question_text, student_text, reference_text)
+
         # 🎯 Bonus adjustment
         if score >= 75:
             score += 20