Update app.py

app.py

@@ -33,6 +33,7 @@ from cryptography.fernet import Fernet
 import calendar
 from dateutil.relativedelta import relativedelta
 import numpy as np
+import matplotlib.pyplot as plt
 
 # Enhanced Configuration
 PROFILES_DIR = "student_profiles"
@@ -489,7 +490,7 @@ class EnhancedTranscriptParser:
                         grade = course.get('grade_earned', '').upper()
                         if grade in grade_points:
                             weight = 1.0 if any(x in course.get('course_name', '').upper() 
-                                         for x in ['AP', 'IB', 'DE', 'HONORS']) else 0.0
+                                     for x in ['AP', 'IB', 'DE', 'HONORS']) else 0.0
                             weighted_grades.append(grade_points[grade] + weight)
                     
                     if weighted_grades:
@@ -894,7 +895,7 @@ class AcademicAnalyzer:
                 {
                     'code': code,
                     'description': req.get('description', ''),
-                    'remaining': float(req.get('required', 0)) - float(req.get('completed', 0)),
+                    'remaining': max(0, float(req.get('required', 0)) - float(req.get('completed', 0))),
                     'status': req.get('status', '')
                 }
                 for code, req in parsed_data.get('requirements', {}).items()
@@ -1386,6 +1387,7 @@ class DataVisualizer:
                 textposition='inside',
                 textinfo='percent+label',
                 marker=dict(line=dict(color='#FFFFFF', width=2))
+            )
             
             fig.update_layout(
                 plot_bgcolor='rgba(0,0,0,0)',
@@ -1504,7 +1506,7 @@ class EnhancedProfileManager:
                     study_plan = academic_analyzer.generate_study_plan(
                         transcript,
                         learning_style_match.group(1)
-                )
+                    )
             
             # Prepare data with encryption for sensitive fields
             data = {
@@ -1774,12 +1776,19 @@ class EnhancedTeachingAssistant:
         
         analysis = academic_analyzer.analyze_gpa(profile['transcript'])
         response = [
-            f"Your current weighted GPA is **{gpa}**.",
-            analysis['description'],
-            analysis['comparison']
+            f"## 📊 GPA Analysis",
+            f"**Rating:** {analysis['rating']}",
+            f"{analysis['description']}",
+            f"{analysis['comparison']}",
+            "",
+            f"## 🎓 Graduation Status",
+            analysis['status'],
+            f"**Completion:** {analysis['completion_percentage']:.1f}%",
+            "",
+            f"## 🏫 College Recommendations"
         ]
         
-        if analysis['improvement_tips']:
+        if analysis.get('improvement_tips'):
             response.append("\n**Improvement Tips:**")
             response.extend([f"- {tip}" for tip in analysis['improvement_tips']])
         
@@ -3049,5 +3058,4 @@ app = create_enhanced_interface()
 
 if __name__ == "__main__":
     app.launch(server_name="0.0.0.0", server_port=7860)
-