Toast walnuts until fragrant and lightly browned. (Use oven or skillet on stovetop.) Cool.
Chop cilantro, garlic, and walnuts in a food processor, about 25 seconds. With machine running, add olive oil in a steady stream. Add sour cream, lemon juice and salt. Pulse a few times to combine. Serve or refrigerate until needed.