""" Default LangGraph agent — neutral "helpful, concise assistant". This is the fallthrough graph for demos that don't require anything more specialized. Cells that need tailored behavior (chart viz, weather-only, etc.) should have their own dedicated graph under `src/agents/` and explicit wiring in the CopilotKit route. """ from langchain.agents import create_agent from langchain_openai import ChatOpenAI from copilotkit import CopilotKitMiddleware graph = create_agent( model=ChatOpenAI(model="gpt-5.4"), tools=[], middleware=[CopilotKitMiddleware()], system_prompt="You are a helpful, concise assistant.", )