If you interact with someone––by talking, looking, sharing, or engaging in any kind of action that involves the two of you––you can be said to have had an interaction with that person.
Interaction comes from Latin inter, meaning between, and ago meaning to do or to act––any “action between” is considered an interaction, like the interaction between a teacher and a student, two countries, or even baking soda and vinegar (boom!).