Code was written in ruby, Database: sqlite3 Download Files here File: word.rb Connecting database using sqlite3 adbapter and active_record ORM. File: install.sh [only for debian package] run install.sh $sh install.sh Others should install ruby, rubygems gems: sqlite3, active_record, nokogiri File: upload.rb You dont need to run this script. if you have word.db file. This ruby program scraps all word and meaning from http://ta.wiktionary.org/wiki/%E0%AE%AE%E0%AF%81%E0%AE%A4%E0%AE%B1%E0%AF%8D_%E0%AE%AA%E0%AE%95%E0%AF%8D%E0%AE%95%E0%AE%AE%E0%AF%8D and save into sqlite database. File: word.db This is database of all words and meanings which was saved by upload.rb script. This application has autocomplete functionality. This is first version of script. code was in repo, url: https://github.com/sathia27/dictionary Feel free to edit the code. You can change to any languange instead of tamil by making some changes to upload.rb. How to run After installation, Go to that folder and run dict.rb $cd dictionary $ruby dict.rb