Plastids are essential organelles found in the cells of plants and algae, responsible for photosynthesis, storage, and the synthesis of many important biomolecules. They are highly versatile, with different types such as chloroplasts, chromoplasts, and leucoplasts, each serving distinct functions within the cell.