In this paper, a mixture of methanol, ethanol, benzene and ethanol were used to extract the leaves of Albizia kalkora (Roxb.) Prain. Then, using Fourier transform infrared (FT-IR) spectroscopy, gas chromatography-mass spectrometry (GC-MS), pyrolysis as chromatography-mass spectrometry, and thermogravimetric analysis (TGA) and other advanced instruments Albizia kalkoraleaves were analyzed to determine their composition. According to the test data, Albizia kalkoraleaves contain epinephrine, trans squalene, stachydrine and other chemical components with high medicinal value, indicating that Albizia kalkoraleaves have potential applications in the pharmaceutical industry. This study has expanded the utilization value of Albizia kalkoratrees and provided technical support for the resource utilization of Albizia kalkoratrees.