Speaking to plants is much more complex. Without magic, most mundane crops are inanimate and don’t have senses like humanoids do. Your DM may well allow mundane vegetation to reply to very very simple commands, like asking a venus fly lure to open up or shut, but nearly anything beyond the plant’s normal capabilities would require magic It does