Update app.py

app.py

@@ -1265,9 +1265,17 @@ for req in requirements_txt.strip().split('\n')[1:]:
     if req.strip() and not req.startswith('#'):
         print(f"   • {req.strip()}")
 
-print(f"\n🎉 InclusiveEdu Enhanced - Ready for deployment!")Create intelligent simulation patterns for each profile"""
-        self.simulation_patterns = {
-            "visual_structure": """
+print("\n📦 Required packages:")
+for req in requirements_txt.strip().split('\n')[1:]:
+    if req.strip() and not req.startswith('#'):
+        print(f"   • {req.strip()}")
+
+print(f"\n🎉 InclusiveEdu Enhanced - Ready for deployment!")
+
+def create_simulation_patterns():
+    """Create intelligent simulation patterns for each profile"""
+    simulation_patterns = {
+        "visual_structure": """
 ## 📊 VISUAL STRUCTURE ADAPTATION
 🎯 **ORGANIZED FOR VISUAL LEARNING:**
 ### 📋 Clear Information Hierarchy
@@ -1275,20 +1283,23 @@ print(f"\n🎉 InclusiveEdu Enhanced - Ready for deployment!")Create intelligent
 • **Visual Elements:** Strategic use of icons, colors, and layout
 • **Organization:** Logical flow with numbered sections
 • **Navigation:** Consistent and predictable structure
+
 ### 🎨 Visual Design Features
 • **Layout:** Clean, organized, and scannable format
 • **Typography:** Clear fonts with appropriate sizing
 • **Spacing:** Adequate white space for readability
 • **Colors:** Consistent color coding for different content types
+
 ### 📊 Interactive Elements
 • **Progress Indicators:** Visual progress tracking
 • **Quick Navigation:** Jump-to-section functionality  
 • **Visual Summaries:** Key points highlighted visually
 • **Structured Assessments:** Organized quiz and review sections
+
 ✨ **Result:** Content optimized for visual processing and structured learning
-            """,
-            
-            "hyperfocus_directed": """
+        """,
+        
+        "hyperfocus_directed": """
 ## 🔬 TECHNICAL DEEP-DIVE ADAPTATION
 🎯 **OPTIMIZED FOR DIRECTED HYPERFOCUS:**
 ### 📊 Comprehensive Technical Analysis
@@ -1296,20 +1307,23 @@ print(f"\n🎉 InclusiveEdu Enhanced - Ready for deployment!")Create intelligent
 • **Quantitative Metrics:** Precise measurements and statistical analysis
 • **Technical Terminology:** Appropriate use of specialized vocabulary
 • **Research Depth:** Extended exploration with multiple perspectives
+
 ### 🔍 Advanced Resources and Tools
 • **Primary Sources:** Access to original research and documentation
 • **Data Visualizations:** Complex charts, graphs, and technical diagrams
 • **Analytical Tools:** Interactive calculators and simulation tools
 • **Expert Commentary:** Insights from subject matter experts
+
 ### 📈 Deep Learning Pathways
 • **Progressive Complexity:** Building from fundamentals to advanced concepts
 • **Cross-References:** Extensive linking to related technical topics
 • **Practical Applications:** Real-world implementation examples
 • **Research Opportunities:** Suggestions for further investigation
+
 ✨ **Result:** Content enriched for intensive technical exploration and analysis
-            """,
-            
-            "sensory_adaptation": """
+        """,
+        
+        "sensory_adaptation": """
 ## 🌸 SENSORY-FRIENDLY ADAPTATION
 🎯 **CALM AND ACCESSIBLE LEARNING:**
 ### ✨ Gentle Presentation Approach
@@ -1317,20 +1331,23 @@ print(f"\n🎉 InclusiveEdu Enhanced - Ready for deployment!")Create intelligent
 • **Paced Delivery:** Information presented in manageable, digestible chunks
 • **Minimal Stimuli:** Reduced visual and cognitive overload
 • **Comfort Focus:** Emphasis on creating a stress-free learning environment
+
 ### 🎨 Peaceful Learning Environment
 • **Harmonious Colors:** Soft, muted color palette for visual comfort
 • **Gentle Transitions:** Smooth, non-jarring changes between sections
 • **Break Reminders:** Built-in suggestions for processing pauses
 • **Flexible Pacing:** Self-directed learning rhythm options
+
 ### 🛡️ Accessibility Features
 • **Font Options:** Adjustable text size and dyslexia-friendly fonts
 • **Audio Support:** Text-to-speech capabilities
 • **Contrast Control:** Adjustable visual contrast settings
 • **Distraction Reduction:** Minimal interface with focus tools
+
 ✨ **Result:** Content adapted for comfortable and accessible sensory experience
-            """,
-            
-            "special_interests": """
+        """,
+        
+        "special_interests": """
 ## 🎮 GAMIFIED INTEREST-BASED ADAPTATION
 🎯 **ENGAGING AND MOTIVATIONAL LEARNING:**
 ### 🏆 Gamification and Achievement System
@@ -1338,19 +1355,28 @@ print(f"\n🎉 InclusiveEdu Enhanced - Ready for deployment!")Create intelligent
 • **Achievement Badges:** Unlockable rewards for learning milestones
 • **Challenge Levels:** Adaptive difficulty with optional advanced challenges
 • **Leaderboards:** Personal progress tracking and goal setting
+
 ### ⭐ Personal Interest Integration
 • **Interest Connections:** Links to hobbies, passions, and personal interests
 • **Relevant Examples:** Real-world applications in areas of interest
 • **Creative Projects:** Hands-on activities related to personal interests
 • **Community Features:** Connect with others sharing similar interests
+
 ### 🎯 Motivation Enhancement
 • **Clear Goals:** Specific, achievable learning objectives
 • **Immediate Feedback:** Real-time progress updates and encouragement
 • **Choice and Agency:** Multiple learning paths and content options
 • **Celebration:** Recognition of efforts and achievements
+
 ✨ **Result:** Learning experience designed to connect with personal interests and motivate engagement
-            """
-        }
+        """
+    }
+    
+    return simulation_patterns
+
+# Usage example
+patterns = create_simulation_patterns()
+print("Simulation patterns created successfully!")
     
     def _safe_model_loading(self):
         """Safe background model loading without threading issues"""