copilotkit__copilotkit/dev-docs/architecture/setup-intelligence.md

Intelligence Setup Guide

This guide shows how to set up CopilotKit Intelligence: durable thread storage plus a websocket transport for realtime events.

Intelligence is designed to feel like a small runtime configuration change, not a separate product integration. You provide an Intelligence platform client to the runtime, and the rest of the stack switches from plain SSE mode into Intelligence mode automatically.

---

What Changes in Intelligence Mode

graph TB
    subgraph Frontend
        App["React / Angular / Vanilla"]
        Core["CopilotKitCore"]
        Proxy["ProxiedCopilotRuntimeAgent"]
        IA["IntelligenceAgent<br/><i>chosen after /info</i>"]
    end

    subgraph Your Server
        RT["CopilotRuntime"]
        CPK-I["CopilotKitIntelligence"]
        Runner["IntelligenceAgentRunner"]
    end

    subgraph Intelligence
        API["Thread API<br/><i>durable storage</i>"]
        WS["Realtime WebSocket"]
    end

    App --> Core
    Core --> Proxy
    Proxy -->|info handshake| RT
    RT --> CPK-I
    CPK-I --> API
    RT --> Runner
    Runner --> WS
    Proxy --> IA
    IA -->|REST bootstrap| RT
    IA -->|WebSocket events| WS

SSE Mode vs Intelligence Mode

Mode	Thread storage	Realtime transport	/info reports
SSE	Ephemeral unless your runner persists state	SSE	mode: "sse"
Intelligence	Durable thread APIs	WebSocket	mode: "intelligence" + intelligence.wsUrl

The important design rule is:

• The runtime decides the mode.
• The client waits for /info before choosing the concrete remote agent implementation.
• The developer only opts in by providing intelligence.

---

Minimal Runtime Setup

1. Install runtime packages

npm install @copilotkit/runtime

2. Create the Intelligence platform client

import { CopilotKitIntelligence } from "@copilotkit/runtime";

const intelligence = new CopilotKitIntelligence({
  apiKey: process.env.INTELLIGENCE_API_KEY!,
  organizationId: process.env.COPILOTKIT_INTELLIGENCE_ORGANIZATION_ID!,
});

apiUrl and wsUrl default to the managed platform (https://api.intelligence.copilotkit.ai and wss://realtime.intelligence.copilotkit.ai). To target a non-production or self-hosted deployment, override both — they are separate hosts, so neither derives from the other, and setting one alone leaves the other plane on the managed platform. Pass bare bases: the client appends /api/... and the socket layer appends /runner or /client itself.

const intelligence = new CopilotKitIntelligence({
  apiKey: process.env.INTELLIGENCE_API_KEY!,
  organizationId: process.env.COPILOTKIT_INTELLIGENCE_ORGANIZATION_ID!,
  apiUrl: "https://api.your-intelligence-host",
  wsUrl: "wss://realtime.your-intelligence-host",
});

3. Pass it to CopilotRuntime

import express from "express";
import { CopilotRuntime } from "@copilotkit/runtime";
import { createCopilotEndpointExpress } from "@copilotkit/runtime/express";

const app = express();

const runtime = new CopilotRuntime({
  agents: {
    default: myAgent,
  },
  intelligence,
});

app.use(
  "/api/copilotkit",
  createCopilotEndpointExpress({
    runtime,
    basePath: "/",
  }),
);

That is the mode switch. You do not separately configure Intelligence handlers in the endpoint layer. The runtime selects them.

---

What CopilotRuntime Does For You

When intelligence is present, CopilotRuntime:

• switches its mode from "sse" to "intelligence"
• uses the Intelligence handler path for run, connect, and threads
• auto-configures the Intelligence runner from intelligence.wsUrl
• reports Intelligence metadata from /info

Example /info response:

{
  "version": "1.x.x",
  "mode": "intelligence",
  "agents": {
    "default": {
      "name": "default",
      "description": "My agent",
      "className": "BuiltInAgent"
    }
  },
  "audioFileTranscriptionEnabled": false,
  "a2uiEnabled": false,
  "intelligence": {
    "wsUrl": "wss://your-intelligence-host/socket"
  }
}

The frontend uses that response to decide whether to keep using the HTTP/SSE path or switch to the Intelligence websocket path.

---

Frontend Behavior

You do not configure a special provider flag for Intelligence.

This stays the same:

import { CopilotKitProvider, CopilotChat } from "@copilotkit/react-core/v2";

export function App() {
  return (
    <CopilotKitProvider runtimeUrl="/api/copilotkit">
      <CopilotChat />
    </CopilotKitProvider>
  );
}

What changes under the hood:

1. The provider connects to the runtime as usual.
2. CopilotKitCore fetches /info.
3. ProxiedCopilotRuntimeAgent waits until the runtime reports its mode.
4. If the mode is:
   • "sse": normal HTTP/SSE behavior continues.
   • "intelligence": the proxy uses IntelligenceAgent and the runtime-provided websocket URL.

This is why the runtime owns the mode decision instead of the frontend guessing from config.

---

Durable Threads

Intelligence mode adds thread APIs on the runtime:

Route	Method	Purpose
/threads	GET	List durable threads
/threads/subscribe	POST	Get credentials for realtime updates
/threads/:threadId	PATCH	Update thread metadata
/threads/:threadId/archive	POST	Archive a thread
/threads/:threadId	DELETE	Delete a thread

These routes are Intelligence-only.

In SSE mode they should reject with an explicit error, because SSE runtimes do not have the durable thread backend required to satisfy them.

---

How Agent Runs Work in Intelligence Mode

sequenceDiagram
    participant Client as Frontend
    participant Runtime as CopilotRuntime
    participant CPK-I as CopilotKitIntelligence
    participant WS as Intelligence WebSocket

    Client->>Runtime: GET /info
    Runtime-->>Client: { mode: "intelligence", wsUrl: ... }

    Client->>Runtime: POST /agent/default/run
    Runtime->>CPK-I: ensure thread exists + acquire lock
    CPK-I-->>Runtime: join token / join code
    Runtime-->>Client: bootstrap response

    Client->>WS: join thread channel
    WS-->>Client: AG-UI events in realtime

The runtime is still the contract boundary the frontend talks to. Intelligence is not exposed as a separate frontend integration surface.

---

Local Agents vs Runtime-Discovered Agents

Local or self-managed agents still matter in Intelligence mode.

The intended precedence is:

1. local/self-managed agents
2. runtime-discovered remote agents

That lets application code override a runtime-reported agent with a local implementation for development, testing, or custom routing behavior.

---

Recommended Mental Model

Think of Intelligence as a runtime capability, not a second transport API developers need to learn.

• CopilotKitIntelligence configures the runtime's Intelligence backend.
• CopilotRuntime exposes that capability through the same frontend-facing contract.
• /info tells the client which concrete remote-agent implementation to use.
• Frontend app code stays mostly unchanged.

If the setup feels bigger than “add the CPK-I to the runtime,” the abstraction is probably leaking.