Refers to a mode in software or systems where the user and the system engage in a two-way exchange, such as a conversational interface or command-line interaction.
This app has an interactive mode, so you can operate it by voice.
When you switch to interactive mode, the system will answer your questions.
Compound of 対話 (dialogue) and モード (mode), a straightforward technical term.