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Bioinformatics researchers frequently face the challenge of analyzing massive biological datasets. The Basic Local Alignment Search Tool (BLAST) is a cornerstone technique for comparing data, but its computational demands can be substantial. Nevertheless, AI-powered tools are emerging to enhance