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Carrot2 Project......
Carrot2: open source framework for building search clustering engines

Go to release 3.16.0 packages page and download carrot2-workbench-linux.gtk.x86-3.16.0.zip.

Carrot2 Clustering Workbench DownloadAfter download completes:
  1. Extract the archive to some local directory
  2. Run carrot2-workbench
  3. Take a look at some common getting started scenarios

Note: Carrot2 Document Clustering Workbench requires Java Runtime Environment (version 1.6.0 or later).