Agent Read-Only Context
Publish UI values to the agent as a one-way read-only channel via useAgentContext.
/** * LangGraph TypeScript agent backing the Shared State (Agent Read-Only) demo. * * Demonstrates the `useAgentContext` hook from @copilotkit/react-core/v2: * the frontend provides READ-ONLY context *to* the agent. This is the * reverse direction of writable-shared-state — the UI cannot be edited by * the agent, but the agent reads this context on every turn via * CopilotKit's state forwarding, which routes the context entries into the * model's message history. * * No custom state, no tools: this is the minimal shape of the * useAgentContext pattern. The agent just reads whatever context the * frontend registered and answers accordingly. */import { RunnableConfig } from "@langchain/core/runnables";import { SystemMessage } from "@langchain/core/messages";import { MemorySaver, START, StateGraph } from "@langchain/langgraph";import { ChatOpenAI } from "@langchain/openai";import { CopilotKitStateAnnotation } from "@copilotkit/sdk-js/langgraph";const AgentStateAnnotation = CopilotKitStateAnnotation;export type AgentState = typeof AgentStateAnnotation.State;const SYSTEM_PROMPT = "You are a helpful, concise assistant. The frontend may provide " + "read-only context about the user (e.g. name, timezone, recent " + "activity) via the `useAgentContext` hook. Always consult that " + "context when it is relevant — address the user by name if known, " + "respect their timezone when mentioning times, and reference " + "recent activity when it helps you answer. Keep responses short.";async function chatNode(state: AgentState, config: RunnableConfig) { const model = new ChatOpenAI({ model: "gpt-5.4" }); // Inject read-only context from useAgentContext / useCopilotReadable. // Mirrors the `createAppContextBeforeAgent` logic in CopilotKitMiddleware: // context may be a string or an object — stringify it and prepend as a // system message right after the main system prompt. const appContext = state.copilotkit?.context; const isEmptyContext = !appContext || (typeof appContext === "string" && appContext.trim() === "") || (typeof appContext === "object" && Object.keys(appContext).length === 0); const systemMessages: SystemMessage[] = [ new SystemMessage({ content: SYSTEM_PROMPT }), ]; if (!isEmptyContext) { const contextContent = typeof appContext === "string" ? appContext : JSON.stringify(appContext, null, 2); systemMessages.push( new SystemMessage({ content: `App Context:\n${contextContent}` }), ); } const response = await model.invoke( [...systemMessages, ...state.messages], config, ); return { messages: response };}const workflow = new StateGraph(AgentStateAnnotation) .addNode("chat_node", chatNode) .addEdge(START, "chat_node") .addEdge("chat_node", "__end__");const memory = new MemorySaver();export const graph = workflow.compile({ checkpointer: memory,});What is this?#
Sometimes you want the agent to know something about the current UI, like the logged-in user, the current page, or a recent activity log, but you don't want the agent to be able to modify it. That's what
useAgentContext is for: a one-way UI → agent channel for
read-only context.
Unlike full shared state (where the agent can call tools that mutate
the state back to the UI), useAgentContext values are pure inputs.
The agent sees them on every turn via the runtime's context injection,
but it has no setter and no tool to write them back.
When should I use this?#
Reach for useAgentContext instead of full shared state when:
- The value is UI-owned and has no meaning to the agent beyond "what the user is looking at right now".
- The agent should read but never write (user identity, feature flags, selected record, scroll position).
- You want the value to automatically unregister on unmount (e.g. the "current record" context disappears when you leave the page).
Think of it as "props for the agent".
How it works in code#
Call useAgentContext({ description, value }) once per value you want
to publish. Each call registers a dynamic context entry with the
runtime that is:
- Refreshed whenever
valuechanges (React re-renders). - Automatically removed when the component unmounts.
- Surfaced to the agent via the backend's
CopilotKitMiddleware, which threads the entries into the model's message history on every turn.
useAgentContext({ description: "The currently logged-in user's display name", value: userName, }); useAgentContext({ description: "The user's IANA timezone (used when mentioning times)", value: userTimezone, }); useAgentContext({ description: "The user's recent activity in the app, newest first", value: recentActivity, });The description is important: it's a short human-readable label the
agent sees alongside the value, so it knows what to do with it. Treat
it like a parameter docstring.
Wire it to your own state#
useAgentContext doesn't care where the value comes from: local
state, a React Context, Redux, a query cache, anything. The only
requirement is that the identity of the value is stable enough for
React to avoid a render loop. In the demo we use a handful of
useState hooks; in a real app these would likely come from an auth
provider, a router hook, and your domain state stores.
import React, { useState } from "react";import { CopilotKit, CopilotPopup, useAgentContext,} from "@copilotkit/react-core/v2";import { ACTIVITIES, DemoLayout } from "./demo-layout";import { useReadonlyStateAgentContextSuggestions } from "./suggestions";export default function ReadonlyStateAgentContextDemo() { return ( <CopilotKit runtimeUrl="/api/copilotkit" agent="readonly-state-agent-context" > <DemoContent /> <CopilotPopup agentId="readonly-state-agent-context" defaultOpen={true} labels={{ chatInputPlaceholder: "Ask about your context..." }} /> </CopilotKit> );}function DemoContent() { const [userName, setUserName] = useState("Atai"); const [userTimezone, setUserTimezone] = useState("America/Los_Angeles"); const [recentActivity, setRecentActivity] = useState<string[]>([ ACTIVITIES[0], ACTIVITIES[2], ]);Read-only, by design#
Because the agent never sees a setter or a mutation tool for these
values, there's no way for a confused LLM to "update" them. That
makes useAgentContext the right tool whenever the value in question
is an input, not a field: the "context object passed to the agent on
every turn", rather than "shared workspace you both edit".
When you need both reads and writes, you want full shared state instead.
Related#
- Shared State (overview) — bidirectional reads + writes.
- State streaming — stream agent-written state back to the UI during a run.
