Genetic sequence embeddings (GSEs) have transformed our capacity for analyze and interpret biological data. Among these, GSEBA stands out method for developing high-quality embeddings effectively encode the nuances of genetic information. GSEBA's design is based on neural networks, allowing it to discover complex patterns within genetic sequences.