The drama happened on Corporation Street, with officers surrounding a building.
One man was detained and is currently in custody. No shots were fired.
A spokesman for Lancashire Police said: "We received a report of males entering a property armed with weapons.
"Armed Response Vehicles were asked to carry out a search.
"One male is currently helping us with our enquiries.
"There is no wider threat to members of the public."