Begin by cutting core out of each tomato and cutting out any brown or ugly spots.
Cut the tops off peppers and half them.
Peel the garlic cloves and onions.
Place all the above on a large flat pan (stoneware or metal) and roast in a 350°F preheated oven for approximately 45 minutes.
Using a slotted spoon, place vegetables in the food processor in batches and pulse to desired consistency.
Pour each batch of pulsed veggies into a large bowl as you go.
After all of the vegetables have been processed, pour one cup back into the food processor, add cilantro, and pulse to desired consistency.
Fold the cilantro mixture into the mixture in the large bowl.
Mix in honey, salt, and lemon juice to your desired taste.