Lightly fry the chopped onions, leeks and chilli powder for about 5 minutes in the butter until soft, transfer to saucepan.
Add the stock , chopped potatoes to saucepan, add salt&pepper
Cover and simmer for ~15 to 20 minutes until potatoes are very soft.
Add the shrimp and milk and slowly reheat.
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