I love lobelia but i am terrible at keeping it alive. got an answer?

I have put them into the shade, the deep shade, the sun, the part sun, used lots of water, medium drenching and very little. I can't keep them alive in a garden more than a couple of weeks. i have used fertilizer and none, no difference.

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