Update app.py

app.py

@@ -42,6 +42,25 @@ def format_skills_response(skills: dict) -> str:
     
     return '\n'.join(response)
 
+    for category, subcategories in categories.items():
+        response.append(f"• {category}")
+        for subcat in subcategories:
+            if subcat in skills['programming']:
+                items = skills['programming'][subcat]
+                response.append(f"  - {subcat.title()}: {', '.join(items)}")
+        response.append("")  # Add spacing between categories
+    
+    return '\n'.join(response)
+    for category, subcategories in categories.items():
+        response.append(f"• {category}")
+        for subcat in subcategories:
+            if subcat in skills['data']:
+                items = skills['data'][subcat]
+                response.append(f"  - {subcat.title()}: {', '.join(items)}")
+        response.append("")  # Add spacing between categories
+    
+    return '\n'.join(response)
+
 def analyze_job_description(text: str, knowledge_base: dict) -> str:
     """Analyze job description and provide detailed alignment"""
     # Extract key requirements