Within the age of Massive Information and Synthetic Intelligence (AI), successfully managing and deploying machine studying (ML) fashions is crucial for companies aiming to leverage data-driven insights. PostgresML, a pioneering framework, seamlessly integrates ML mannequin deployment instantly into PostgreSQL, a broadly used open-source relational database administration system. This integration facilitates the easy deployment and execution