Gurudwara Sri Dukhniwaran Sahib stands in Nayabaans, near Loha Mandi in old Agra. Guru Nanak Dev Ji came here and sat beneath a peelu tree, on the very spot where the Nishan Sahib now stands, in what was then a garden. Guru Sahib stayed three days, cured the ailing son of an elderly woman who came seeking help, and taught the sangat gathered beneath the tree the benefit of Naam Simran, remembrance of the Divine Name.

A fair is still held here every Holi in memory of Peelu Vale Baba, as Guru Nanak Dev Ji is affectionately remembered at this site.