Refactor check_thresholds and run_troubleshooting functions: Enhance type annotations, improve alert generation logic, and update return messages for better clarity and consistency.
Refactor run_troubleshooting function to allow user-defined time range for troubleshooting: Update time filtering logic, improve empty check response, and enhance Gradio interface with adjustable input for hours.
Implement check_thresholds function and enhance run_troubleshooting: Add alert generation for threshold violations, improve empty checks, and ensure timestamp consistency with timezone handling.