Update app.py

app.py

@@ -261,11 +261,22 @@ Performance Level: [Exemplary (8.5-10)/Proficient (7-8.4)/Developing (5-6.9)/Nee
         return summary
 
     def parse_assessment_scores(self, assessment_text, param1, param2, param3, param4, param5):
-        """Parse assessment text to extract weighted scores"""
+        """Parse assessment text to extract weighted scores and overall assessment"""
         
-        # Try to extract the weighted score from the text
         import re
         
+        # Extract the OVERALL WEIGHTED ASSESSMENT section
+        overall_assessment_match = re.search(
+            r'## OVERALL WEIGHTED ASSESSMENT\s*(.*?)(?=##|\Z)', 
+            assessment_text, 
+            re.DOTALL | re.IGNORECASE
+        )
+        
+        if overall_assessment_match:
+            overall_assessment_text = overall_assessment_match.group(1).strip()
+        else:
+            overall_assessment_text = "Assessment completed. See detailed evaluation below."
+        
         # Look for "TOTAL WEIGHTED SCORE: X/10" pattern
         score_pattern = r'TOTAL WEIGHTED SCORE:\s*([0-9.]+)/10'
         match = re.search(score_pattern, assessment_text, re.IGNORECASE)
@@ -278,21 +289,34 @@ Performance Level: [Exemplary (8.5-10)/Proficient (7-8.4)/Developing (5-6.9)/Nee
         
         percentage = (weighted_score / 10) * 100
         
-        # Determine performance level and color based on score
+        # Extract performance level from text if available
+        level_pattern = r'Performance Level:\s*(\w+)'
+        level_match = re.search(level_pattern, assessment_text, re.IGNORECASE)
+        
+        if level_match:
+            level = level_match.group(1)
+        else:
+            # Determine performance level based on score
+            if weighted_score >= 8.5:
+                level = "Exemplary"
+            elif weighted_score >= 7:
+                level = "Proficient"
+            elif weighted_score >= 5:
+                level = "Developing"
+            else:
+                level = "Needs Improvement"
+        
+        # Determine color based on score
         if weighted_score >= 8.5:
-            level = "Exemplary"
             color = "#0F766E"  # Deep teal
         elif weighted_score >= 7:
-            level = "Proficient"
             color = "#1E40AF"  # Professional blue
         elif weighted_score >= 5:
-            level = "Developing"
             color = "#EA580C"  # Professional orange
         else:
-            level = "Needs Improvement"
             color = "#B91C1C"  # Deep red
         
-        return weighted_score, percentage, level, color
+        return weighted_score, percentage, level, color, overall_assessment_text
 
     def generate_pdf_report(self, assessment_text, param1, param2, param3, param4, param5):
         """Generate a PDF report from the assessment text with parameter information"""
@@ -625,12 +649,21 @@ def process_video_core(video, resize_option, assessor, param1, param2, param3, p
         pdf_path = assessor.generate_pdf_report(assessment_result, param1, param2, param3, param4, param5)
 
         # Parse scores for visual summary
-        weighted_score, percentage, level, color = assessor.parse_assessment_scores(assessment_result, param1, param2, param3, param4, param5)
+        weighted_score, percentage, level, color, overall_assessment_text = assessor.parse_assessment_scores(assessment_result, param1, param2, param3, param4, param5)
+        
+        # Clean the overall assessment text for HTML display
+        clean_overall_assessment = overall_assessment_text.replace('\n', '<br>').replace('*', '').replace('#', '')
 
         # Create enhanced visual summary HTML with parameter information
         summary_html = f"""
         <div style="max-width:800px; margin:20px auto; padding:30px; border-radius:15px; box-shadow:0 2px 10px rgba(0,0,0,0.08); background:white;">
             <h2 style="text-align:center; color:#111827; margin-bottom:30px; font-weight:600;">Customized Assessment Summary</h2>
+            
+            <div style="background:#F0F9FF; padding:20px; border-radius:10px; margin-bottom:30px; border:1px solid #BAE6FD;">
+                <h3 style="color:#0369A1; margin-top:0; margin-bottom:15px; font-weight:600;">Overall Weighted Assessment</h3>
+                <p style="color:#374151; line-height:1.8; margin:0;">{clean_overall_assessment}</p>
+            </div>
+            
             <div style="display:flex; justify-content:space-around; margin:30px 0;">
                 <div style="text-align:center;">
                     <div style="font-size:48px; font-weight:bold; color:{color};">{weighted_score:.1f}/10</div>
@@ -688,16 +721,6 @@ def process_video_core(video, resize_option, assessor, param1, param2, param3, p
                     </div>
                 </div>
             </div>
-            <div style="margin-top:30px;">
-                <h3 style="color:#111827; margin-bottom:20px; font-weight:600;">Key Assessment Areas:</h3>
-                
-                <div style="background:#F8FAFC; padding:15px; border-radius:10px; margin:10px 0; border:1px solid #E2E8F0;">
-                    <p style="color:#374151; line-height:1.8;">
-                        Your assessment focused on the parameters you prioritized. Areas with higher weights 
-                        received more detailed evaluation and have greater impact on the final score.
-                    </p>
-                </div>
-            </div>
             <div style="margin-top:30px; padding:20px; background:#FFF7ED; border-radius:10px; border-left:4px solid #EA580C;">
                 <p style="text-align:center; color:#431407; margin:0; font-weight:600;">
                     Listen to the 1-minute audio summary for key findings<br>