How can I prevent the intermediate result from showing on the frontend?

[agile zinc]

the node named "is_need_search_nrcc" is going to return a dict cntained with below field.

class isNeedSearchNrccModel(BaseModel):
    is_need: bool = Field(description="")
    rationale: str = Field(description="")
    chems: list[str] = Field(description="")

I followed the official document cited at：
https://docs.copilotkit.ai/langgraph/shared-state/state-inputs-outputs

This is my implementation.

import operator
from typing import Annotated, TypedDict

from copilotkit import CopilotKitState
from langgraph.graph import add_messages
from pydantic import BaseModel, Field


class InputState(CopilotKitState):
    query: Annotated[str, add_messages]


class OutputState(CopilotKitState):
    messages: Annotated[list, add_messages]


class msdsOverallState(InputState, OutputState):
    # messages: Annotated[list, add_messages]
    chem_infos: Annotated[list, operator.add]


class isNeedSearchNrccModel(BaseModel):
    is_need: bool = Field(description="")
    rationale: str = Field(description="")
    chems: list[str] = Field(description="")


class chemsNrcc(TypedDict):
    is_need: bool
    chems: list


class chemNrcc(TypedDict):
    chem: str

def is_need_query_nrcc(state: msdsOverallState, config: RunnableConfig) -> chemsNrcc:
    llm = chat_model.with_structured_output(isNeedSearchNrccModel)
    formatted_prompt = isNeedQueryMsds.format(query=state["messages"][-1].content)
    result = llm.invoke(formatted_prompt)
    return {"is_need": result.is_need, "chems": result.chems}

I don't want to render chem_infos.

[sour radish]

You might find this doc, could you take a look?

[split garnet]

This one also may be helpful: https://docs.copilotkit.ai/langgraph/shared-state/state-inputs-outputs

[agile zinc]

I will check soon! Thank for your help!