Prices are rising without limit.

Literal

Prices [subject-が] ceiling-not-knowing rise.

天井知らずに上がる means 'to rise without knowing a ceiling' — 天井知らず is an idiomatic expression for limitless increase. Vivid imagery: prices climbing with no ceiling in sight.