Rudradhari Falls and Caves, located at a distance of around 12 km from Kausani, lie on Kausani-Almora Road. Legends relate the site to Lord Shiva (Rudra) and Lord Vishnu (Hari). The Shiva Temple of Someshwar is located near the waterfalls.