Now-a-days the web content increases day-by-day and searching relevant information from web increases lots of overhead. The text documents are in various formats like text, audio, video etc. The text documents are in the form of structured, unstructured and semi structured. The clustering is the process of grouping the text documents into meaningful clusters which gives better search results. To retrieve relevant useful documents the new technique is introduced for efficient clustering of unstructured documents.