Lastly, ionic liquid-based extraction (ILE) has been gaining traction as an efficient method for natural dye extraction. A study by reported on the use of ionic liquids to extract anthocyanins from purple sweet potatoes, achieving high yields and excellent stability of the extracted dyes . Ionic liquids are tunable solvents that can be designed for specific extraction tasks, but their high cost and potential environmental impact require careful consideration.