In this demo, we explore the rich dataset of Drug Central to demonstrate the power of PuppyGraph in the pharmaceutical sector. By seamlessly querying across diverse data stores like Iceberg and PostgreSQL, users can efficiently retrieve FDA-approved drugs and explore drugs' mechanisms of action on human targets. This capability not only enhances drug discovery processes but also supports quick, informed decision-making in pharmaceutical research by providing access to comprehensive drug information in real-time.