Objective: Hepatocellular carcinoma (HCC) poses a major healthcare burden globally. Traditional Chinese medicine formula Bushen Jianpi (BSJP) recipe shows inhibitory effects on HCC but suffers from low bioavailability. This study aims to develop a BSJP-loaded liposome (BSJP@Lip) for targeted HCC treatment. Methods: BSJP@Lip was prepared using a microfluidic device. Particle characterization included size, morphology, drug loading, encapsulation efficiency, and release kinetics analysis. In vitro cytotoxicity, cellular uptake, apoptosis, and protein expression were evaluated in hepG2, Smmc-7721, and hepa 1-6 hepatic cancer cell lines treated with BSJP@Lip. Results: BSJP@Lip nanoparticles showed a uniform spherical shape with an average size of 50 nm and zeta potential at around -2.24 mV. They significantly inhibited cell viability and induced apoptosis in a dose-dependent manner compared with traditional decoction formulations. Enhanced cellular uptake of BSJP@Lip increased the expression of proinflammatory factors IL-18 and NLRP3. Conclusion: BSJP@Lip nanoparticles were found to be efficiently internalized by hepatic cancer cell lines, resulting in a dose-dependent inhibition of cell viability and induction of apoptosis. This effect was accompanied by the upregulation of IL-18 and NLRP3.