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visit incometaxindia web site - PAN section and download the form and apply with evidence as required in the form and you will receive the card - subject to all documents when found to be in order. Passport copy/ Passport size photo is a must.
You must be an NRI and must be having a Bank account as an NRI. That Bank statement will be an accepted proof as a valid document.
If you have a CA - in your home town, he will assist you in completion of the formalities which from S Arabia may be an obstacle but not impossible.