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* fix: migrate from deprecated create_react_agent to langchain.agents.create_agent Fixes #799 - Replace deprecated langgraph.prebuilt.create_react_agent with langchain.agents.create_agent (LangGraph 1.0 migration) - Add DynamicPromptMiddleware to handle dynamic prompt templates (replaces the 'prompt' callable parameter) - Add PreModelHookMiddleware to handle pre-model hooks (replaces the 'pre_model_hook' parameter) - Update AgentState import from langchain.agents in template.py - Update tests to use the new API * fix:update the code with review comments