The study of the Interstellar Medium (ISM) is crucial to understand the formation of all the molecules detected in space. To date, more than 200 molecules have been detected in the ISM, from simple diatomic molecules such as carbon monoxyde to Complex Organic Molecules (COMs). I am focused on the study of these molecules during the different stages of the star formation process.