In the current digital world, where all the data is available digitally, data extraction has become quite a massive field of research. Web mining uses the data mining techniques to discover knowledge from the Web. Such sort of technique can be very useful in some applications which require massive and updated data. One of such applications that can deploy such an expertise automated query engine having a user-friendly graphical interface that can provide data regarding competitive exams. This paper proposes such a system that is more appropriate and advanced as it fetches data directly from one of the largest regularly updated database, i.e. Wikipedia.