Complex sentence: With that potion, Crismus Bonus thinks, he could overthrow Julius Caesar, and become Emperor himself, so he kidnaps Getafix to get the recipe.
Split into simpler sentences: With that potion, Crismus Bonus believes that he could overthrow Julius Caesar, and become Emperor himself. So, he kidnaps Getafix to get the recipe.