Kaluahi's history is deeply intertwined with the history of Mithila and the Madhubani art form. The region has been a hub of artistic expression for centuries, with the women of the area traditionally creating these distinctive paintings on the walls of their homes. Over time, this art form has evolved and gained recognition on a global scale. Kaluahi, like other villages in the Madhubani district, has played a significant role in preserving and promoting this cultural heritage. The village's history is reflected in its architecture, traditions, and the way of life of its residents.