How to set up a kitchen garden: Stay practical and choose only those plants that can thrive in a greenhouse environment, Tomatoes, cucumbers, peppers, herbs and certain flowering plants are great options, but do research the needs of each plant, such as the sunlight, water and temperature they require to flourish.