It's possible to change solicitors during your case, but depending on how far along the case is, it could have a negative effect.
Your current solicitor will stop all work on the case once you discuss your dissatisfaction with them, and then your new solicitor will need to handle the transfer of the case.
Some solicitors may request payment of outstanding fees before transferring the case files to your new solicitor.