The conventional BLAST algorithm, while powerful for sequence alignment, can be computationally resource-heavy. Recent advancements in artificial intelligence (AI) offer a promising path to optimize this process. By leveraging deep learning, AI algorithms can learn patterns and relationships within biological sequences, thus enabling faster and mor