Hi,
Swimming is usually fatal to chilli plant roots - you can make it work if the water is well supplied with oxygen - hydroponics-style, or by just adding loads of grit/perlite to the compost.
If planted in a standard compost or in the ground, just give them a good drink when you know they are dry or if they are dry and witting at the beginning or end of the day.
If planted in the ground, you can help to keep them happy by making a raised bed or planting in a mound of soil that keeps their roots above the general soil level - very hard to over water them then.
Regards, Steve