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Patchouli, Pogostemon cablin (Blanco) Benth., is a traditional Chinese medicinal plant from the order Lamiales. It is considered a valuable herb due to its essential oil content and range of therapeutic effects. This study aimed to explore the evolutionary history of repetitive sequences in the patchouli genome by analyzing tandem repeats and transposable elements (TEs). We first retrieved genomic data for patchouli and four other Lamiales species from the GenBank database. Next, the content of tandem repeats with different period sizes was identified. Long terminal repeats (LTRs) were then identified with LTR_STRUC. Finally, the evolutionary landscape of TEs was explored using an in-house PERL program. The analysis of repetitive sequences revealed that tandem repeats constitute a higher proportion of the patchouli genome compared to the four other species. Analyses of TE families showed that most of the repetitive sequences in the patchouli genome are TEs, and that recently inserted TEs make up a comparatively larger proportion than older ones. Our analyses of LTR retrotransposons in their host genome indicated the existence of ancient LTR retrotransposon expansion, and the escape of these elements from natural selection revealed their ages. Our identification and analyses of repetitive sequences should provide new insights for further investigation of patchouli evolution.