tar -zxvf archive.tar.gz full-file-path-inside-archive # to get that specific file you need full path try tar -tzf archive.tar.gz | grep file-to-extract # you will end up with ./file-to-extract or similar then use that full path with first command
Side note its not super fast for big archives, sadly.