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Hello Srikanth - By reading your question, I can relate your situation.
This is a clear case of over-committing Tableau's capability during pre-sales. Tableau is a very powerful visual tool. But problem and frustration start occurring when people trying to solve all their business problems with this tool.
Leave apart Tableau, can any BI Tool should be used to find string within a "PDF" document ?