Durgesh Boken, counsel of Ruchi's family, said they will challenge the order in Punjab and Haryana High Court.
He said Addition District and Session Judge Phalit Sharma acquitted Sumit yesterday on the basis of the documents and witnesses produced before the court.
Based on family's complaint, Sumit was booked under charges including murder and harassment for dowry, and later arrested, police said.