Numbering and titling graphs in R-markdown

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In r-markdown pdf report I need to number and caption all my graphs and nothing I could find on the internet helped. So each picture or graph displayed needs to be something like "Picture 1: qq-plot of the variable "age"." The problem is also with two graphs in a single code chunk. To be precise, they aren't in a single merged graph, but two separate graphs with each their own cooedinate system.

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