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Heat some olive oil in a pan, then add the shallots, chilli and garlic and cook over a medium heat until softened.
Tip in all remaining ingredients, along with 125ml water. Stir to combine then simmer for 20 minutes to thicken, stirring occasionally.
Serve hot with sliced avocado arranged on top, or other toppings of your choice.