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| from typing_extensions import TypedDict | |
| from langgraph.graph.message import AnyMessage, add_messages | |
| from typing import Annotated, List | |
| class AgentState(TypedDict): | |
| messages: Annotated[List[AnyMessage], add_messages] | |
| sql_query: str | |
| error_str: str | |
| question_type: str |