Molecular sieve columns are tall, skinny tanks containing material that absorbs moisture from the solvent. Removing moisture from the solvent is important because it helps avoid extracting unwanted compounds from the plant material. The sieves are regenerated periodically to ensure continuous solvent conditioning.