K-Dense BYOK is a free, open-source AI research assistant that runs locally on the user’s desktop. It features an AI assistant named Kady that can answer questions directly or delegate complex tasks to specialized AI experts working behind the scenes. The system integrates with multiple LLM providers via litellm, supports local models through ollama, and uses Google Agent Development Kit (ADK) for agent orchestration.