Aria: persistent chat with agentic search capabilities

Aria currently handles one task at a time with no memory between sessions. Users want a persistent chat interface that retains conversation history and uses in-chat UI elements to guide search, making it a continuous, multi-step experience rather than a one-shot query tool.