Pancreatic ascites refer to continuous leakage of pancreatic secretions in the peritoneum leading to accumulation of pancreatic fluid in the peritoneal cavity. Although literature on the incidence of pancreatic ascites and presenting signs and symptoms is scarce, it may be seen in patients with chronic alcoholic pancreatitis. Patients typically present with acute chronic pancreatitis and new-onset ascites, with or without abdominal pain. A diagnostic paracentesis is usually the first step to determine the etiology of the ascites. Mild cases may resolve with conservative management. Optimization of nutrition status is an important factor to reduce morbidity and mortality. More severe cases or cases refractory to conservative management may require endoscopic or surgical intervention. This case report describes a rare presentation of pancreatic ascites in a 35-year-old female.