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Put the tomatoes, pepper, cucumber, two of the spring onions, the garlic, half the almonds, half the lime juice, and all the olive oil and chipotle paste into a blender. Whizz until almost smooth. Pour into a jug and chill for at least 2 hrs.
When ready to eat, toss the remaining spring onion, avocado, chilli and coriander with the remaining lime juice. Ladle the soup into four bowls and top with the avocado salsa and reserved almonds.