Files
2026-07-13 12:58:18 +08:00

20 lines
685 B
Python

from langchain_core.messages import AnyMessage
from langgraph.graph import add_messages
from typing import TypedDict, Dict, Union, List, Annotated
from copilotkit import CopilotKitState # extends MessagesState
class ResearchState(CopilotKitState):
title: str
proposal: Dict[
str, Union[str, bool, Dict[str, Union[str, bool]]]
] # Stores proposed structure before user approval
outline: dict
sections: List[dict] # list of dicts with 'title','content',and 'idx'
footnotes: str
sources: Dict[str, Dict[str, Union[str, float]]]
tool: str
logs: List[
dict
] # list of dicts logs to be sent to frontend with 'message', 'status'