• Created automated setup_embedding_cron_auto.sh script that fully configures cron jobs without manual intervention
• Enhanced embedding pipeline logging and error handling
• Simplified AI processor to focus on core fact extraction functionality
• Added proper logging to all scripts for better monitoring
