Insect venom is made usually of proteins.
Our immune system can develop antibodies to these venom proteins. This reaction will cause certain immune system cells to release things into our system that cause typical allergic symptoms. Histamine
is a common such chemical. That is why antihistamines can help in allergic reactions. Beyond that, i'd need a few hours to explain better.