Plasmids are small, circular DNA molecules that exist independently of chromosomal DNA within bacterial cells. They often carry genes that provide advantages to bacteria, such as antibiotic resistance, and play a crucial role in genetic engineering and biotechnology by serving as vectors for transferring genetic material between organisms.