Polywise is an agentic content framework that combines large language models with knowledge graphs and retrieval-augmented generation to create autonomous content systems. It provides decision-making workflows, persistent memory, and graph-based information retrieval capabilities. The system is designed to be self-hosted on any platform, giving users full control over their AI-powered content infrastructure.