Abstract: Spell Suggestion plays a vital role in search applications. Lucene is an open source java library for building search applications. Lucene offers many built in features to develop rapid search applications. It offers spell suggestions for single term queries. In this paper, an algorithm is proposed for multi term spell suggestions and it is implemented.