The Pokémon Company has shared a special post dedicated to Caterpie:
Did you know? Caterpie has a voracious appetite. It can devour leaves bigger than its body right before your eyes. From its antenna, this Pokémon releases a terrifically strong odor.
Source: @Pokemon
Pokémon Blog 