Drilling Fluids, commonly known as drilling mud, play a pivotal role in the oil and gas drilling process, serving multiple purposes to ensure efficient and safe drilling operations. These specialized fluids are circulated down the drill string and back up to the surface during drilling to assist in the extraction of hydrocarbons. Drilling fluids serve various functions, including cooling and lubricating the drill bit, carrying drill cuttings to the surface, maintaining wellbore stability, and preventing formation damage. The composition of drilling fluids varies, typically consisting of a base fluid (water, oil, or synthetic) combined with additives tailored to specific geological conditions. Weighting agents, viscosifiers, and filtration control additives are examples of components used to customize drilling fluids for diverse formations. Additionally, mud systems may be water-based, oil-based, or use synthetic fluids, depending on the drilling environment and the desired properties of the fluid. Effective management of drilling fluids is crucial for wellbore integrity and overall drilling efficiency. Controlling the rheological properties of the mud, monitoring its chemical composition, and addressing potential issues such as gas influx or well kicks are essential aspects of drilling fluid management. As technology advances, there is a continuous focus on developing environmentally friendly and cost-effective drilling fluid solutions that meet the evolving challenges of the oil and gas industry, including deepwater and unconventional drilling scenarios.