i_CTRL-X_CTRL-F

While in insert mode, ctrl-x ctrl-f will launch on autocomplete menu of all filenames and directories from the current working directory. You can cycle forward in the list with ctrl-f or ctrl-n. You can cycle backwards, or up the list with ctrl-p. To automplete a child file or directory of a selected directory, press ctrl-x ctrl-f again.

Further Reading

:h i_CTRL-X_CTRL-F

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