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Reads to Genes, or r2g, is a computationally lightweight and homology-based pipeline that allows rapid identification of genes or gene families from raw sequence databases in the absence of an assembly, by taking advantage of over 10,000 terabases of sequencing data for all kinds of species deposited in Sequence Read Archive hosted by National Center for Biotechnology Information, which can be effectively run on most common computers without high-end specs.