The present invention discloses hyaluronic acid- g ‑Folic acid amphiphilic polymer and its application, the main chain is hydrophilic hyaluronic acid, and the side chain is hydrophobic folic acid, which can efficiently and stably load small molecule anticancer drugs and prolong the blood circulation time of drugs; The enrichment amount is high, reaching 12.0%ID / g. After reaching the tumor tissue, the dual-targeted nanomedicine tightly binds to the surface of tumor cells and effectively enters the tumor cells through receptor-mediated endocytosis, and then realizes The drug is released quickly, resulting in a highly effective therapeutic effect. The polymer of the present invention has good biocompatibility and degradability, and is convenient to be excreted from the body; it overcomes the shortcomings of low drug delivery efficiency, less accumulation in tumor sites, low cell endocytosis efficiency, and slow intracellular release; and the method is simple to prepare , the source of raw materials is abundant, and the obtained nanomedicine has excellent freeze-drying redispersibility, which is conducive to large-scale production and application.