Do I have to re-contribute the amount I withdraw for my first time home buyers plan?

Yes, once you withdraw the funds, you must deposit it back into your RRSP. Otherwise, it will be taxed.

You have 15 years to repay the withdrawal – each year, you pay one fifteenth of the amount and your repayment period starts the second year after the year you withdrew funds.