The efficacy of combined chemotherapy and immunotherapy has previously been demonstrated in patients with biliary tract cancer. The aim of this study was to assess the efficacy and safety of camrelizumab in combination with gemcitabine and apatinib as a first- or second-line treatment for advanced programmed death-ligand 1 (PD-L1)-positive biliary tract cancer. This prospective, single-arm, and exploratory clinical trial aimed at recruiting 20 PD-L1-positive patients (tumor proportion score ≥1% or combined positive score ≥1) who met the inclusion criteria. Camrelizumab (200 mg) was administered in combination with gemcitabine (800 mg/m2) and apatinib (250 mg). The primary endpoint was the objective response rate (ORR), and the secondary endpoints were progression-free survival (PFS), overall survival (OS), disease control rate (DCR), and safety. Fourteen patients were enrolled between September 2, 2020, and December 15, 2022. At the data cutoff on August 16, 2023, the median follow-up time was 11.4 months (interquartile range, 4.5-15.4), with one patient still undergoing treatment. Among the enrolled patients, six achieved a partial response, and four had stable disease. The ORR was 42.9% (95% confidence interval [CI], 17.7-71.1), and the DCR was 71.4% (95% CI, 41.9-91.6). The median PFS was 5.4 months (95% CI, 2.8-not reached), and the median OS was 13.5 months (95% CI, 5.7-not reached). The most frequent grade 3 or 4 treatment-related adverse event was neutropenia (n = 4, 29%). The combination of camrelizumab, gemcitabine, and apatinib showed promising efficacy and acceptable safety in patients with advanced PD-L1-positive biliary tract cancer.