An enteric capsule formulation comprising an active ingredient and oil, wherein said capsule of said formulation comprises a water soluble film forming polymer and gellan gum; wherein the weight ratio of said water soluble film forming polymer and said gellan gum in said capsule is 4 to 15 parts by weight of gellan gum relative to 100 parts by weight of said water soluble film forming polymer; wherein said oil is an edible oil, and said edible oil is selected from the group consisting of: medium-chain triglyceride, safflower oil, olive oil, soybean oil, linseed oil, rice germ oil, wheat germ oil, coconut oil, corn oil, cottonseed oil, palm oil, palmnucleus oil, peanut oil, rapeseed oil, sesame oil, sunflower, oil, almond oil, cashew oil, hazelnut oil, macadamia nut oil, mongongo oil, pecan oil, pine nut oil, pistachio oil, walnut oil, calabash seed oil, buffalo gourd oil, pumpkin seed oil, watermelon seed oil, acai berry extract, blackcurrant seed oil, borage seed oil, evening primrose oil, amaranth oil, apricot oil, apple seed oil, argan oil, artichoke oil, avocado oil, babassu oil, ben oil, cape chestnut oil, carob oil, cohune palm oil, coriander oil, dica oil, false flax oil, grape seed oil, hemp oil, kapok seed oil, lallemantia oil, marula oil, meadowfoam seed oil, mustard oil, okra seed oil (hibiscus oil), papaya oil, perilla oil, poppyseed oil, prune kernel oil, quinoa oil, ramtil oil, camellia oil, thistle oil, tomato oil, saw palmetto oil, krill oil, borage oil, vitamin A oil, vitamin D oil, vitamin E oil, vitamin K oil, lecithin, and any combination thereof; and said active ingredient is encapsulated in said capsule together with said oil. said capsule of said formulation comprises a water soluble film forming polymer and gellan gum; wherein the weight ratio of said water soluble film forming polymer and said gellan gum in said capsule is 4 to 15 parts by weight of gellan gum relative to 100 parts by weight of said water soluble film forming polymer; wherein said oil is an edible oil, and said edible oil is selected from the group consisting of: medium-chain triglyceride, safflower oil, olive oil, soybean oil, linseed oil, rice germ oil, wheat germ oil, coconut oil, corn oil, cottonseed oil, palm oil, palmnucleus oil, peanut oil, rapeseed oil, sesame oil, sunflower, oil, almond oil, cashew oil, hazelnut oil, macadamia nut oil, mongongo oil, pecan oil, pine nut oil, pistachio oil, walnut oil, calabash seed oil, buffalo gourd oil, pumpkin seed oil, watermelon seed oil, acai berry extract, blackcurrant seed oil, borage seed oil, evening primrose oil, amaranth oil, apricot oil, apple seed oil, argan oil, artichoke oil, avocado oil, babassu oil, ben oil, cape chestnut oil, carob oil, cohune palm oil, coriander oil, dica oil, false flax oil, grape seed oil, hemp oil, kapok seed oil, lallemantia oil, marula oil, meadowfoam seed oil, mustard oil, okra seed oil (hibiscus oil), papaya oil, perilla oil, poppyseed oil, prune kernel oil, quinoa oil, ramtil oil, camellia oil, thistle oil, tomato oil, saw palmetto oil, krill oil, borage oil, vitamin A oil, vitamin D oil, vitamin E oil, vitamin K oil, lecithin, and any combination thereof; and said active ingredient is encapsulated in said capsule together with said oil.