We analyze the data from the TAMA300 detector taken from February to April 2003. We search for gravitational waves from inspiraling compact binaries using matched filtering. The mass range searched is from 1 to 2 Msol, which is a typical mass region of neutron stars.The results of analysis are reported. The body of this report is organized as follows. The first is the method of matched filtering search and it's results. The second is results of upper limit of the Galactic event rate.