"""
Agent implementation for Beautiful Chat

The real graph lives at src/agents/src/beautiful_chat.py and is registered
as "beautiful_chat" in langgraph.json. This stub file exists only to match
the per-demo placeholder convention used by the other demos in this package.
"""
