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In this video tutorial, the narrator demonstrates how to combine multiple text files into one file using the cat command in Linux. By typing "cat" followed by the file names and using the ">" sign to redirect the output to a new file, all the contents can be merged easily. An alternative method is mentioned using the wildcard "*" to include all text files with a specific extension. This technique is beneficial when dealing with numerous files.