The siRNA/PTX co‐loaded nanosystem (Trojan horse) efficiently penetrates tumor tissues, releases si‐cPKM and paclitaxel (soldiers), promotes paclitaxel sensitization, and suppresses ICC proliferation and metastasis in vivo. Here, CKM is linked to intrahepatic cholangiocarcinoma.