One dimensional ferroelectric nanostructure is noteworthy for their size-dependent dielectric, piezoelectric, and electro-optic properties with corresponding applications in smart devices such as transducers, actuators, and high-k dielectrics at the nanoscale. Due to their extremely small size and anisotropy, the control of nucleation and growth of one dimensional nanostructure materials is still a big challenge. Sol-gel-hydrothermal chemistry combines both the merits of sol-gel and hydrothermal technique, which offers a very useful tool for low-temperature synthesis of the ferroelectric nanowires. In this paper, we will review recent works devoted to the synthesis of Bi-based complex perovskite nanowires, i.e. Na 0.5 Bi 0.5 TiO 3 , K 0.5 Bi 0.5 TiO 3 , (K 0.5 Bi 0.5 ) 0.4 Ba 0.6 TiO 3 and (Na 0.8 K 0.2 ) 0.5 Bi 0.5 TiO 3 systems. We will focus on the formation mechanism and morphology evolution of nanowires prepared in sol-gelhydrothermal process. Moreover, due to the good sinterability of the nanowires, the high-densified single-phase ceramic can be fabricated even by a conventional sintering process.