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As full stack web developers and system administrators, diving deep into data formats like JSON and XML becomes essential, especially in an era dominated by artificial intelligence (AI) and machine learning. These data formats not only structure the content on the web but are also pivotal in configuring and managing a myriad of software services. This guide provides a comprehensive look into processing JSON and XML using Bash, offering an invaluable skill set for enhancing and streamlining AI initiatives. Bash, or the Bourne Again SHell, is a powerful command line tool available on Linux and other Unix-like operating systems. It offers a robust platform for automating tasks, manipulating data, and managing systems.