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

Go to release 3.16.1 packages page and download carrot2-dcs-3.16.1.zip.

Carrot2 Document Clustering Server DownloadAfter download completes:
  1. Extract the archive to some local directory
  2. Run dcs.cmd (Windows) or dcs.sh (Linux)
  3. Point your browser to http://localhost:8080 for further instructions

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