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This guide discusses integrating AI in barcode and QR code scanning using Linux Bash for full stack web developers and system administrators. It covers setting up an AI-based scanner through Python and `pyzbar`, creating a Python script for code decoding, and incorporating this into Flask web applications. Best practices and security considerations for reliable application performance are also highlighted, with further resources suggested for deepening knowledge.