For the soup
- Combine the cherries, orange juice, lemon juice, olive oil, garlic, and shallot in a food processor.
- Blend on high for 2 minutes until smooth.
- Pass through a sieve into a jar and season to taste with salt and pepper.
- Cover and chill for 2 hours.