If he previously gave you an empty string, this (most likely) means that the variable has not been set (by default it is not set), so you can just turn it off:
unset LD_LIBRARY_PATH
Several other experiment options:
export MY_PATH=/my/path export MY_PATH2=/my/path2 export LD_LIBRARY_PATH="${MY_PATH}:${MY_PATH2}" echo $LD_LIBRARY_PATH /my/path:/my/path2
Removing a path from the end:
export LD_LIBRARY_PATH="${LD_LIBRARY_PATH/:${MY_PATH2}/}" echo $LD_LIBRARY_PATH /my/path
Similarly, removing the path from the beginning (if set above):
export LD_LIBRARY_PATH="${LD_LIBRARY_PATH/${MY_PATH}:/}"
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