A preamplifier (preamp), as its name suggests, is an amplifier which precedes another amplifier.
The second amplifier is typically a power amplifier (power amp). In this example, the job of the preamp is to amplify a low level signal, perhaps from a microphone or pickup, to line level and to apply any necessary equalization and tone control.
