Heat a frying pan over medium-high heat and add the canola oil. Sprinkle in the the nuts and stir them until browned. Add in the chopped garlic and cook until fragrant, about a minute.
Add everything in the bowl of a food processor, and whirl until blend. Taste, and add in additional red wine vinegar and salt, if needed.