In this paper we describe an experimental system using java programming language which demonstrates a variety of application level tradeoffs available to distributed NLP applications. In this paper, we proposed language identification system with N-gram-based matching for document retrieval. By using a well known N-gram based algorithm for automatic language identification, we construct a system that dynamically adds language labels for whole documents or text fragments. © 2013 IEEE.