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Heat the olive oil in a large pot over medium heat. Once heated, add the chopped yellow onion, minced garlic, fresh thyme leaves, dried basil, dried oregano, fennel seeds, smoked paprika with a pinch of crushed red pepper flakes. Sprinkle kosher salt and black pepper to taste. Cook for about 5 minutes until the mixture is very fragrant.