"""Type protocols for LangGraph modules.""" from typing import Any, Protocol, runtime_checkable @runtime_checkable class LangGraphMemorySaver(Protocol): """Protocol for LangGraph MemorySaver. Defines the interface for LangGraph's memory persistence mechanism. """ def __init__(self) -> None: """Initialize the memory saver.""" ... @runtime_checkable class LangGraphCheckPointMemoryModule(Protocol): """Protocol for LangGraph checkpoint memory module. Defines the interface for modules containing memory checkpoint functionality. """ MemorySaver: type[LangGraphMemorySaver] @runtime_checkable class LangGraphPrebuiltModule(Protocol): """Protocol for LangGraph prebuilt module. Defines the interface for modules containing prebuilt agent factories. """ def create_react_agent( self, model: Any, tools: list[Any], checkpointer: Any, debug: bool = False, **kwargs: Any, ) -> Any: """Create a ReAct agent with the given configuration. Args: model: The language model to use for the agent. tools: List of tools available to the agent. checkpointer: Memory checkpointer for state persistence. debug: Whether to enable debug mode. **kwargs: Additional configuration options. Returns: The configured ReAct agent instance. """ ...