Wearing rubber gloves, remove the stems, seeds and membranes from the bell and chilli peppers. (Save and dry the chilli seeds for later use.) Chop roughly.
Place all the ingredients in the bowl of a food processor and process until the mixture resembles a pesto. Transfer to a clean glass jar and store in the refrigerator.