density, fast switching speed, multibit storage potential, and nonvolatile nature, is considered as one of the most promising candidate in nonvolatile memory field. [1][2][3] The RRAM device, with sandwich structure of top metal (TE)/ switching layer/bottom metal (BE), can be switched between a low resistance state (LRS) and high resistance state (HRS) under the stimulation of different voltage amplitudes or polarities. [4] Stable resistive switching (RS) behavior has been observed in various perovskite oxide materials based memory devices, for instances, SrTiO 3 , [5] BaTiO 3 , [6] and BiFeO 3 , [7] etc. However, the perovskite oxide-based RRAM devices are limited by several disadvantages, such as high processing temperature and rigid ceramic property of the switching layer. [8] In recent years, halide perovskites, with formula of ABX 3 (A = CH 3 NH 3+ , CH(NH 2 ) 2+ , Cs + ; B = Pb 2+ , Sn 2+ ; X = Cl − , Br − , I − ), have attracted intensive attention due to their huge potential applications in industrial applications, such as solar cells, [9] photodetectors, [10] light emitting diodes, [11] lasers, [12] and RS memory devices. [13] Many attempts have been focused on this material because of its outstanding properties, for instance, the low exciton binding energy, long-range charge diffusion length, high carrier mobility, high absorption coefficient, and suitable bandgaps. [14][15][16][17] To date, most studies have focused on the organicinorganic hybrid halide perovskites. [16,17] However, despite the demonstrated remarkable performances of the organicinorganic halide perovskites based devices, their industrial applications are limited to the instability, including the poor thermal stability and moisture sensitivity, which is due to the instability nature of the organic cations. [18] Therefore, to obtain air-stable halide perovskites, replacing instable organic cations by stable cations is of great importance. To address this issue, the organic cation is substituted by cesium (Cs) and the ascalled all-inorganic cesium lead halide perovskite (CsPbX 3 ) has attracted a great deal of attention in RS memory field. [19][20][21] All-inorganic halide perovskites have attracted a great deal of attention for applications in resistive switching (RS) memory devices due to their superior stability compared to organic-inorganic hybrid halide perovskites. RS memory devices utilizing air-stable all-inorganic halide perovskite cesium lead bromide (CsPbBr 3 ) film as the switching layer, which are successfully prepared by spin coating at low temperature, are demonstrated. Memory devices based on CsPbBr 3 film exhibit typical reproducible bipolar RS behavior and superior switching characteristics, including the high ON/OFF ratio (≈10 4 ), long data retention (>5 × 10 4 s), and environmental stability. In addition, multilevel storage capability can be achieved through controlling the different compliance currents. The formation and rupture of bromine (Br) vacancy conducting filaments (CFs) is proposed to explain the switching b...