Pick some people who you think are good improvisors and start studying their playing. Mimick what they are doing. Once you can play what they are playing note-for-note, try to change it and make it your own. This will help you develop your own musical vocabulary and after awhile improvisation will become a second nature to you. Learn everything you can about scales and modes and their relationship to different chord progressions.