A search has been performed for neutrinos from two sources, the $hep$ reaction in the solar $pp$ fusion chain and the $ u_e$ component of the diffuse supernova neutrino background (DSNB), using the full dataset of the Sudbury Neutrino Observatory with a total exposure of 2.47 kton-years after fiducialization. The $hep$ search is performed using both a single-bin counting analysis and a likelihood fit. We find a best-fit flux that is compatible with solar model predictions while remaining consistent with zero flux, and set a one-sided upper limit of $Phi_{hep} < 30times10^{3}~mathrm{cm}^{-2}~mathrm{s}^{-1}$ [90% credible interval (CI)]. No events are observed in the DSNB search region, and we set an improved upper bound on the $ u_e$ component of the DSNB flux of $Phi^mathrm{DSNB}_{ u_e} < 19~textrm{cm}^{-2}~textrm{s}^{-1}$ (90% CI) in the energy range $22.9 < E_ u < 36.9$~MeV.