Keeping your base color palettes such as your walls or large furniture pieces neutral will allow you to achieve this look with less complexity.
Since the boho style is rich in patterns and prints, your best bet is to use your accents to layer this look into your décor.
To illustrate, when you are cold, you will naturally add a layer or two to be comfortable. A sweater may be all that is needed; however, what if you were to continue to add a coat, gloves, and a scarf? Overlaying your clothing will cause you to become uncomfortably hot.
If you add in too many patterns and prints, you will create chaos. It needs to be just right for the space to feel well designed.
My advice here would be when adding a vibrant print or a bohemian furniture piece, give yourself time to adjust to the new piece before adding to the room.