llabhilash, for the benefit of the many people on this board who are not familiar with Silverfish, it would be nice if you could explain what it is. The post will become better if you could add a little more context and further explain your question -- what do you imply by 'draw'? In fact, the entire post looks like a title (I would assert that it is actually a better title than the one you used

).
sorry to not have done that..
To describe
Silverfish (previously VidyaVahini) in a single line.. its ' a web-based semantics extraction and aggregation engine for academic documents.'
Users can upload technical documents like papers, journals and also courses (link to a course page). We extract entities like Author/Instructor, Title, Institution etc and try to mine semantic relations among them.
Users have a network of thier own.
Now, coming to the actual question..
How do we
1) get more people to use Silverfish
2) keep existing users interested in Silverfish
3) increase awareness
Silverfish wiki has all the documentation.