Unless you are sampling a piano, you will need to know some a little theory. Use the base line as the root for the chords, that should give you a start.
Use if your bass is a C then play C maj or Cmin. If the next key is E then try Emaj or Emin. Extend the chords to 7ths or 9ths for depth.