A Django-powered chatbot is a conversational agent utilizing Django's framework, handling user queries, responses, and logic. It employs Django's models, views, and templates for seamless interaction, enabling developers to create a customizable and sophisticated chatbot integrated within web interfaces for interactive user engagement.