Keyword counter (Desktop app) to develop

We need to develop a powerful desktop app called 'Keyword counter' where we'll enter large lists of 20'000/+ keywords per session and it will count how many times each keyword is available in our preloaded database of roughly 4Gb (txt files).

Further details will be given privately.