How can I find out how big of a home loan I can qualify for?

Based on my income, credit rating, etc., how can I estimate how much I'll qualify for? What if there's two people? I don't want to be hounded by loan salespeople, it would just be nice to know what I'll qualify for so we know what we should plan to look for.
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