Implement persona generation system with platform-specific adaptations

Co-authored-by: ajay.calsoft <ajay.calsoft@gmail.com>

backend/scripts/create_all_tables.py

@@ -13,6 +13,7 @@ sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
 from services.database import engine
 from models.enhanced_strategy_models import Base as EnhancedStrategyBase
 from models.monitoring_models import Base as MonitoringBase
+from models.persona_models import Base as PersonaBase
 from loguru import logger
 
 def create_all_tables():
@@ -30,6 +31,11 @@ def create_all_tables():
         MonitoringBase.metadata.create_all(bind=engine)
         logger.info("✅ Monitoring tables created!")
         
+        # Step 3: Create persona tables
+        logger.info("Step 3: Creating persona tables...")
+        PersonaBase.metadata.create_all(bind=engine)
+        logger.info("✅ Persona tables created!")
+        
         logger.info("✅ All tables created successfully!")
         
     except Exception as e:

backend/scripts/create_persona_tables.py

@@ -0,0 +1,53 @@
+#!/usr/bin/env python3
+"""
+Script to create persona database tables.
+This script creates the new persona-related tables for storing writing personas.
+"""
+
+import sys
+import os
+
+# Add the backend directory to the Python path
+sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+from services.database import engine
+from models.persona_models import Base as PersonaBase
+from loguru import logger
+
+def create_persona_tables():
+    """Create all persona-related tables"""
+    try:
+        logger.info("Creating persona database tables...")
+        
+        # Create persona tables
+        logger.info("Creating persona tables...")
+        PersonaBase.metadata.create_all(bind=engine)
+        logger.info("✅ Persona tables created!")
+        
+        logger.info("✅ All persona tables created successfully!")
+        
+        # Verify tables were created
+        from sqlalchemy import inspect
+        inspector = inspect(engine)
+        tables = inspector.get_table_names()
+        
+        persona_tables = [
+            'writing_personas',
+            'platform_personas', 
+            'persona_analysis_results',
+            'persona_validation_results'
+        ]
+        
+        created_tables = [table for table in persona_tables if table in tables]
+        logger.info(f"✅ Verified tables created: {created_tables}")
+        
+        if len(created_tables) != len(persona_tables):
+            missing = [table for table in persona_tables if table not in created_tables]
+            logger.warning(f"⚠️ Missing tables: {missing}")
+        
+    except Exception as e:
+        logger.error(f"❌ Error creating persona tables: {e}")
+        sys.exit(1)
+
+if __name__ == "__main__":
+    create_persona_tables()