rNets, is a software package written in Python 3.12, that aims to provide an extensible and modular tool for visualizing the thermodynamic and kinetic properties of reaction networks. The choice of Python for its development is a nod to the language's widespread use and acceptance within the scientific community. rNets stands out for its ease of use, minimalistic design, and its capability to seamlessly integrate with external codes. The core functionality of rNets involves surrogating the visualization of reaction graphs to Graphviz, a software able to parsing dot files and rendering them in various formats. Thus, rNets can be characterized as a metaprogramming package, able to translate reaction networks into the dot language for visualization, with Graphviz as its sole external dependency. Figure depicts the logic behind rNets.