If the owner isn't interested in a rent-to-own situation, there are still lots of creative financing possibilities. You can Google them for more details. But a few that come to mind are: contract for deed, land contract, lease-purchase (in which you're obligated to purchase, unlike a lease-option in which you only have the option to purchase), a wrap mortgage, or a seller-held mortgage.
If the seller held the mortgage, it could be structured in any way that made sense to both of you. It could be structured like an ARM, with payments beginning at $600 a month and rising over a period of time. Or it could be a balloon mortgage: $600 a month, 30 year amortization, but with a balloon after 5 years.
Or the seller could put the property into a land trust, with you leasing the property from the trust.
You should have someone representing your own interests--either a Realtor who understands creative financing or a real estate investor who, probably for a fee, would be glad to help. And make sure you also have a lawyer to review the documents. Again, a lawyer who knows and understands creative financing. Your Realtor or the investor should be able to point you in the direction of one.
As for why the Realtor representing the seller was so vague, it may have been because he doesn't know al the creative financing options. Or, more likely, it's because his fiduciary duty to his client is different than (higher than) his duty to you as a customer.
Hope that helps.