"""LangGraph agent backing the Agentic Chat demo. Minimal sample agent — no backend tools. Frontend may inject tools at runtime via CopilotKit's LangGraph middleware. """ 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.", )