AGENT_DEPRECATION_WARNING = 'Use `langchain.agents.create_agent` for new applications. It provides a more flexible agent factory with middleware support, structured output, and integration with LangGraph for persistence, streaming, and human-in-the-loop workflows. Migration guide: https://docs.langchain.com/oss/python/migrate/langchain-v1'