Bioinformatics researchers frequently face the challenge of analyzing massive biological datasets. The Basic Local Alignment Search Tool (BLAST) is a cornerstone tool for comparing sequences, but its computational demands can be substantial. On the other hand, AI-powered tools are emerging to accelerate BLAST analysis, enabling researchers to effic