It is possible to gain temporary resistance to fire. How? By using water of course!
If a nasty fire creature is coming to attack you, submerge yourself in water. Use a pond, river, lake, ocean, pool, rain barrel, beer barrel, etc – and jump on in.
Maybe even try using that decanter of endless water in some creative way. Maybe craft a waterproof leather jumpsuit ahead of time and fill that up… hmm