Silicates are the largest, most interesting and complex group of minerals. The basic chemical unit of silicates is tetrahedral (SiO4). We consider the silicate sheet as a fixed connection parallel architecture and call it a silicate network. Silicate-containing compounds are widely used in industry with an environmental protection approach. For example, because silicate is cheap, does not have toxic effects, and also because it does not have harmful effects on the environment, it is used in the production of glue. Also, silicate gels can be used to control water production in tanks and prevent wall leakage. Silicate gels do not contain toxic chromium ions in their structure and are environmentally friendly. The use of silicate gels as a new solution free of toxic substances can be considered to improve the performance of production and injection wells in the oil industry. In this work, we calculated the first and second Banhatti indices for the silicate network. For this purpose, first by introducing M-polynomial and then by defining suitable operators on the topological polynomial, we calculated the first and second indices of Banhatti and announced the results as polynomials