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You should also consider 'pandoc', written in Haskell, for converting between markup formats: http://johnmacfarlane.net/pandoc/

I am curious for more details about why Tika wasn't good enough. Please explain.

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Tika is very good at converting documents to plain text. Very reliable too. The problem for us was that, most resumes have a lot of formatting in them. For example candidates use tables to structure data. When such a resume is converted to plain text using tika, it looks jumbled.

Will take a look at pandoc. Thanks for suggesting.

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