Figure Schematic of the architecture for the pipeline diagnostic system. Automation scripts using PyAutoGUI and ADB were utilized to facilitate the image transfer process, from the internal memory of Meta Smart Glasses to a PC. A visual agent, utilizing the ChatGPT-4-Vision model, is integrated alongside CRESt to assist in image analysis, and the extracted data is then relayed back to CRESt for comprehensive processing.