Is a Drug Addiction Similar to Psychological Addiction?

I know in a drug addict’s brain nerves connect together and tell the brain and body it needs the drug to live. Also if they become sober they face the possibility of relapse despite the number of years of being sober. Is this the same as a psychological addiction?