Plastids are specialized organelles found in the cells of plants and algae, playing essential roles in photosynthesis, storage, and the synthesis of various compounds. They include structures like chloroplasts, which contain chlorophyll for capturing light energy, and amyloplasts, which store starch. Plastids can also convert into different types depending on the cell's needs, showcasing their versatile nature in plant Biology.