Precision Integrated Strategies and Efficacy Evaluation for Biliary Tract Cancers: An Umbrella Platform Study

Inclusion Criteria: * The patient voluntarily joins this study and signs the informed consent form. * Age: ≥18 years, male or female. * Histologically or cytologically confirmed advanced biliary tract malignancies, including intrahepatic cholangiocarcinoma, extrahepatic cholangiocarcinoma, and gallbladder cancer. * No prior systemic therapy for advanced BTC (biliary tract cancer). * At least one measurable lesion as per RECIST v1.1 (spiral CT scan long diameter ≥10 mm or short diameter of enlarged lymph node ≥15 mm; lesions previously treated with local therapy may be considered target lesions only after documented progression according to RECIST v1.1). * ECOG performance status: 0-1. * Expected survival ≥12 weeks. * Adequate major organ function. * Female subjects of childbearing potential must have a negative pregnancy test (serum or urine) within 7 days before the first dose, must not be breastfeeding, and must voluntarily agree to use effective contraceptive measures during the study period and for 6 months after the last dose of chemotherapy. For male subjects with a female partner of childbearing potential, they must be surgically sterile or agree to use effective contraceptive measures during the study period and for 3 months after the last dose of chemotherapy; sperm donation is not allowed during the study. * Subjects are expected to have good compliance and be able to follow the protocol requirements for efficacy and adverse event follow-up. Exclusion Criteria: * Has another active malignancy other than BTC within 5 years or concurrently. * Has poorly controlled cardiac clinical symptoms or diseases. * Has hypertension that cannot be reduced to normal range with antihypertensive medication; has a history of hypertensive crisis or hypertensive encephalopathy. * Any clinically significant gastrointestinal disorders, including bleeding, inflammation, obstruction, or diarrhea \> grade 2. * Has experienced thrombotic or embolic events within 6 months before the start of study treatment. * Use of strong CYP3A4/CYP2C19 inducers (including rifampin and its analogues, and St. John's Wort) or strong CYP3A4/CYP2C19 inhibitors and/or strong UGT1A inhibitors within 14 days prior to signing the informed consent form. * Has uncontrolled infection at screening. * Patients with congenital or acquired immunodeficiency. * Has a history of brain metastases or has brain metastases. * Women who are pregnant or plan to become pregnant during the study treatment period. * Other patients deemed unsuitable for inclusion by the treating physician.