Pills causing heartburn and excessive burping

I take quite a few vitamins for chronic migraines and I think that all the pills cause heartburn. These supplements are really helping my headache so I don't want to stop.
Any ideas if gelatin type capsules vs hard tablets are better for heartburn?

Thank you!