In a medium-sized saucepan, add olive oil over medium heat. Add roughly chopped green chile and garlic, and saute 1 - 2 minutes, or until fragrant. Add in water, cumin powder, salt and pepper. Simmer for 5 - 10 minutes, then remove from heat and allow to mostly cool. Transfer to a blender, and blend until smooth.