Analgesics are medications designed to relieve pain without causing the loss of consciousness, and they are categorized into non-opioid analgesics, opioid analgesics, and adjuvant analgesics. They work by blocking pain signals or interfering with the brain's interpretation of these signals, making them essential in pain management and treatment strategies.