Heat the oil in a medium sized pan. Add the onion, garlic and ginger and fry gently for 5 minutes. Stir in the ground spices and fry for 2 minutes. Add the ground almonds if you aren’t using poppy seeds, followed by the coconut milk, tamarind water, water , three quarters of the sliced chillies and 1/2 tsp salt.