Gauge fields, both Abelian and non-Abelian type, play an important role in modern physics. It prompts extensive studies of exotic physics on a variety of platforms. In this work, we present building blocks, consist of capacitors and inductors, for implementing non-Abelian gauge fields in circuit system. Based on these building blocks, we experimentally synthesize the Rashba-Dresselhaus spin-orbit interaction. Using operational amplifier, to break the time reversal symmetry, we further provide a scheme for designing the topological Chern circuit system. By measuring the chiral edge state of the Chern circuit, we experimentally confirm its topological nature. Our scheme offers a new route to study physics related to non-Abelian gauge field using circuit systems.