Peel the carrots and chop them into smaller pieces. Finely dice the onion, garlic, and ginger.
Heat the olive oil in a large pot or Dutch oven over medium heat. Sauté the onion, garlic, and ginger until softened and fragrant, about 5 minutes.
Add the carrots and cook for 5 minutes, stirring occasionally, until they begin to soften slightly.
Pour in the vegetable broth and bring to a simmer. Cook over medium heat for 20-25 minutes, or until the carrots are completely tender.
Using an immersion blender, or working in batches in a regular blender, blend the soup until smooth. If needed, add a little more broth to reach your desired consistency.
Stir in the coconut milk, salt, and pepper. Heat through gently, but do not boil.
Serve hot, garnished with fresh cilantro.
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