This paper presents a lightweight virtual assistant system designed with modularity and scalability in mind. The assistant integrates Python’s multiprocessing capabilities with a web-based interface, offering features such as hotword detection, command execution, and real-time interaction. By leveraging a combination of backend robustness and frontend interactivity, the system achieves a user-friendly and responsive experience, providing insights into virtual assistant development and its challenges. The paper als…