Newly implemented priors in the StarHorse code. Top panel: sky distribution (in Galactic coordinates) of extragalactic and globular-cluster priors added in the new StarHorse version. The angular extents (5 effective radii) of each of the Local Group priors are shown as circles, highlighting the most prominent objects: the Magellanic Clouds, the Sgr dSph, and Andromeda. Bottom panel: median prior V-band extinction per HealPix. The extinction prior is calculated individually for each star from the three-dimensional extinction maps of either Green et al. (2019) or Drimmel et al. (2003).