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| from typing import TypedDict, Annotated | |
| from langgraph.graph.message import add_messages | |
| class AgentState(TypedDict, total=False): | |
| messages: Annotated[list, add_messages] | |
| # Fields that the agent node can set to request a tool | |
| web_search_query: str | |
| ocr_path: str | |
| excel_path: str | |
| excel_sheet_name: str | |
| # Fields to hold the tool outputs | |
| web_search_result: str | |
| ocr_result: str | |
| excel_result: str | |
| # A “final_answer” field that the last agent node will fill | |
| final_answer: str# (Keep Constants as is) |