Hi Ishan,
That's quite a lot of PDF files. Is this a one-time upload, or do you expect these numbers regularly? Do you have the files already, or is another end user supplying the files?
Depending on these answers, an alternative is to put the PDF files in the /resources folder and load them into the application using the 'Get File contents from Resource' action.