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In the current information age, peoplepsilas lives are driven by the availability and utilization of services to get information anytime, anywhere, in any format, and on any device. For a nomadic user, information becomes useful if certain scales of autonomy and intelligence are present in the information systems. In this context lightweight multi agent systems (L-MAS) become a preferable choice for design and development of intelligent autonomous mobile information systems. In this paper we aim to propose a multi agent based system architecture to bring OWL based semantic Web services to nomadic users. We propose a design for smart nomadic client using, L-MAS, which interacts with a multi agent based mediator system to get access to the OWL based semantic Web services.