Then, add the dill weed, cumin, oregano, ground coriander, and chili powder to this cream. Stir well for even mixing, and add pepper, capers, and cilantro. Cover the bowl with a lid (or wrap, if available) and keep it in the refrigerator for an hour. If time permits, chill your sauce for a longer period and serve it cold.