The document explains key components of a CPU, including RAM, ROM, cache memory, and registers. RAM is volatile and loses data when power is turned off, while ROM retains data even when powered down. Cache memory accelerates data retrieval for the CPU, and registers are small data storage locations within the processor used for holding instructions or data.