Chloramphenicol is an antibiotic that affects several types of bacteria, but it is not penicillin. What makes these two different is the chemical structure and chloramphenicol does not cause allergic reactions as penicillin does. Often, chloramphenicol is used for dealing with infections, especially with people allergic to penicillin.