Researchers are utilizing large language models and key proteins to improve phage-host assignment. This approach is part of a broader effort to study the microbiome, including the use of deep learning, metagenomics, and other tools to understand phage dynamics and biodiversity. Various studies and tools, such as protein language models and genome language models, are being developed to enable accurate predictions and annotations in this field.