chore: import upstream snapshot with attribution
This commit is contained in:
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# Runtime / Backend Setup Guide
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This guide shows how to set up the CopilotKit backend — from minimal to fully configured with all optional extension points.
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---
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## What Talks to What
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```mermaid
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graph TB
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subgraph Frontends
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React["React App"]
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Angular["Angular App"]
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Vanilla["Vanilla JS"]
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end
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subgraph Your Server
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EP["Express / Hono<br/><i>Endpoint handler</i>"]
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BM["beforeRequestMiddleware<br/><i>(optional)</i>"]
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RT["<b>CopilotRuntime</b>"]
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AM["afterRequestMiddleware<br/><i>(optional)</i>"]
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Runner["<b>AgentRunner</b><br/><i>InMemory (default)<br/>or SQLite</i>"]
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TS["TranscriptionService<br/><i>(optional)</i>"]
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end
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subgraph Agents
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A1["Agent 1<br/><i>LangGraph</i>"]
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A2["Agent 2<br/><i>CrewAI</i>"]
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A3["Agent 3<br/><i>Custom</i>"]
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end
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React -->|HTTP| EP
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Angular -->|HTTP| EP
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Vanilla -->|HTTP| EP
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EP --> BM
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BM --> RT
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RT --> AM
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RT --> Runner
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RT --> TS
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Runner -->|AG-UI events| A1
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Runner -->|AG-UI events| A2
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Runner -->|AG-UI events| A3
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```
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---
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## Minimal Setup (Express)
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### 1. Install
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```bash
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npm install @copilotkit/runtime express
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```
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### 2. Create the runtime
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```typescript
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// server.ts
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import express from "express";
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import { CopilotRuntime } from "@copilotkit/runtime";
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import { createCopilotEndpointExpress } from "@copilotkit/runtime/express";
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const app = express();
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const runtime = new CopilotRuntime({
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agents: {
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default: myAgent, // Any AbstractAgent implementation
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},
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});
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app.use("/api/copilotkit", createCopilotEndpointExpress({ runtime }));
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app.listen(3000);
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```
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That's it. The endpoint handler creates these routes automatically:
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| Route | Method | What it does |
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| ----------------------------------------------- | ------ | ----------------------------------- |
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| `/api/copilotkit/info` | GET | Returns list of available agents |
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| `/api/copilotkit/agent/:agentId/run` | POST | Run an agent (returns SSE stream) |
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| `/api/copilotkit/agent/:agentId/connect` | POST | Connect/reconnect to a thread |
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| `/api/copilotkit/agent/:agentId/stop/:threadId` | POST | Stop a running agent |
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| `/api/copilotkit/transcribe` | POST | Audio transcription (if configured) |
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```mermaid
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sequenceDiagram
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participant Client as Frontend
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participant EP as Express Router
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participant RT as CopilotRuntime
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participant Agent as AI Agent
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Client->>EP: GET /api/copilotkit/info
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EP->>RT: List agents
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RT-->>Client: [{ id: "default", description: "..." }]
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Client->>EP: POST /agent/default/run
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EP->>RT: handleRunAgent({ agentId: "default" })
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RT->>Agent: runner.run()
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Agent-->>Client: SSE: TEXT_MESSAGE_START
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Agent-->>Client: SSE: TEXT_MESSAGE_CONTENT
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Agent-->>Client: SSE: TEXT_MESSAGE_END
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Agent-->>Client: SSE: RUN_FINISHED
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```
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---
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## Hono Setup
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```typescript
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import { Hono } from "hono";
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import { CopilotRuntime } from "@copilotkit/runtime";
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import { createCopilotEndpointHono } from "@copilotkit/runtime/hono";
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const app = new Hono();
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const runtime = new CopilotRuntime({
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agents: { default: myAgent },
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});
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app.route("/api/copilotkit", createCopilotEndpointHono({ runtime }));
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export default app;
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```
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---
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## Using the Built-in Agent
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CopilotKit includes a built-in agent powered by the Vercel AI SDK:
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```typescript
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import { CopilotRuntime } from "@copilotkit/runtime";
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import { BuiltInAgent } from "@copilotkit/runtime/v2";
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const agent = new BuiltInAgent({
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model: "openai/gpt-4o",
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systemPrompt: "You are a helpful shopping assistant.",
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});
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const runtime = new CopilotRuntime({
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agents: { default: agent },
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});
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```
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---
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## Lazy-Loaded Agents
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Agents can be a `Promise` — useful for dynamic loading:
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```typescript
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const runtime = new CopilotRuntime({
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agents: loadAgents(), // Returns Promise<Record<string, AbstractAgent>>
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});
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async function loadAgents() {
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const config = await fetchConfig();
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return {
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default: new BuiltInAgent({ model: config.model }),
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research: new HttpAgent({ url: config.researchAgentUrl }),
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};
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}
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```
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---
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## All CopilotRuntime Options
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```typescript
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const runtime = new CopilotRuntime({
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// Required: map of agent IDs to agent instances
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agents: {
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default: defaultAgent,
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research: researchAgent,
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coding: codingAgent,
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},
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// Optional: how agents are executed
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runner: new InMemoryAgentRunner(), // default
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// Optional: audio → text
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transcriptionService: myTranscriptionService,
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// Optional: intercept requests before processing
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beforeRequestMiddleware: async ({ request, path }) => {
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console.log(`[${path}] Request received`);
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// Return modified request, or void to pass through
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},
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// Optional: run after response is prepared
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afterRequestMiddleware: async ({ response, path }) => {
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console.log(`[${path}] Response sent`);
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},
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});
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```
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```mermaid
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graph TB
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subgraph "CopilotRuntime Options"
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direction TB
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subgraph "Required"
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AGENTS["agents<br/><i>Record<string, AbstractAgent></i>"]
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end
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subgraph "Optional"
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RUNNER["runner<br/><i>AgentRunner</i><br/><i>Default: InMemoryAgentRunner</i>"]
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TS["transcriptionService<br/><i>TranscriptionService</i>"]
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BM["beforeRequestMiddleware<br/><i>(request, path) → Request | void</i>"]
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AM["afterRequestMiddleware<br/><i>(response, path) → void</i>"]
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end
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end
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```
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---
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## AgentRunner: How Agents Execute
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The `AgentRunner` is the abstraction that actually executes agents. It manages threads, streaming, and agent lifecycle.
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```mermaid
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graph TB
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subgraph "AgentRunner (Abstract)"
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RUN["run(request)<br/><i>Execute agent, return Observable<BaseEvent></i>"]
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CONNECT["connect(request)<br/><i>Reconnect to existing thread</i>"]
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RUNNING["isRunning(request)<br/><i>Check if thread is active</i>"]
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STOP["stop(request)<br/><i>Abort a running thread</i>"]
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end
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subgraph Implementations
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IM["<b>InMemoryAgentRunner</b><br/><i>Default — in-process, ephemeral</i>"]
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SQ["<b>SQLiteAgentRunner</b><br/><i>Persistent state on disk</i>"]
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CU["<b>Your Custom Runner</b><br/><i>Extend AgentRunner</i>"]
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end
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IM --> RUN
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SQ --> RUN
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CU --> RUN
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```
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### InMemoryAgentRunner (default)
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Stores agent threads in memory. Simple, no persistence. Threads are lost on server restart.
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```typescript
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import { InMemoryAgentRunner } from "@copilotkit/runtime";
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const runtime = new CopilotRuntime({
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agents: { default: myAgent },
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runner: new InMemoryAgentRunner(), // This is the default
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});
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```
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### SQLiteAgentRunner (persistent)
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Stores agent threads in SQLite. Survives restarts.
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```typescript
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import { SQLiteAgentRunner } from "@copilotkit/sqlite-runner";
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const runtime = new CopilotRuntime({
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agents: { default: myAgent },
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runner: new SQLiteAgentRunner({ dbPath: "./agent-state.db" }),
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});
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```
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### Custom Runner
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```typescript
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import { AgentRunner } from "@copilotkit/runtime";
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import { Observable } from "rxjs";
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class RedisAgentRunner extends AgentRunner {
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async run(request) {
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// Store in Redis, return event stream
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return new Observable((subscriber) => {
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// ... your implementation
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});
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}
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async connect(request) {
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// Reconnect to existing Redis-stored thread
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}
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async isRunning(request) {
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// Check Redis for active thread
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}
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async stop(request) {
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// Signal thread to stop
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}
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}
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```
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---
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## Middleware
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Middleware lets you intercept requests before and after processing.
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### Before Request Middleware
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Runs before any handler. Use it for auth, logging, request modification.
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```typescript
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const runtime = new CopilotRuntime({
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agents: { default: myAgent },
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beforeRequestMiddleware: async ({ request, path, runtime }) => {
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// Example: verify auth token
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const token = request.headers.get("authorization");
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if (!token) {
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return new Response("Unauthorized", { status: 401 });
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}
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// Example: add user context to request
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const user = await verifyToken(token);
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request.headers.set("x-user-id", user.id);
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// Return modified request (or void to pass through)
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return request;
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},
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});
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```
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### After Request Middleware
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Runs after the response is prepared but before it's sent.
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```typescript
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const runtime = new CopilotRuntime({
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agents: { default: myAgent },
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afterRequestMiddleware: async ({ response, path, runtime }) => {
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// Example: log responses
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console.log(`[${path}] Response status: ${response.status}`);
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// Example: add custom headers
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// (Note: response may be SSE stream)
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},
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});
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```
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```mermaid
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sequenceDiagram
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participant Client
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participant Before as beforeRequestMiddleware
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participant Handler as Route Handler
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participant After as afterRequestMiddleware
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Client->>Before: HTTP Request
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alt Middleware rejects
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Before-->>Client: 401 Unauthorized
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else Middleware passes
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Before->>Handler: (modified) Request
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Handler->>After: Response
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After-->>Client: Final Response
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end
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```
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---
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## Transcription Service
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Enable audio-to-text transcription:
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```typescript
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import { TranscriptionService } from "@copilotkit/runtime";
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class OpenAITranscription extends TranscriptionService {
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async transcribeFile({ audioFile, mimeType, size }) {
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const formData = new FormData();
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formData.append("file", audioFile);
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formData.append("model", "whisper-1");
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const response = await fetch(
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"https://api.openai.com/v1/audio/transcriptions",
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{
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method: "POST",
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headers: { Authorization: `Bearer ${process.env.OPENAI_API_KEY}` },
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body: formData,
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},
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);
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const result = await response.json();
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return result.text;
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}
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}
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const runtime = new CopilotRuntime({
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agents: { default: myAgent },
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transcriptionService: new OpenAITranscription(),
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});
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```
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The `/transcribe` endpoint is only active when `transcriptionService` is configured.
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---
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## Request Flow Detail
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```mermaid
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sequenceDiagram
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participant Client as Frontend
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participant CORS as CORS Handler
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participant Before as Before Middleware
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participant Router as Route Handler
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participant Runtime as CopilotRuntime
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participant Runner as AgentRunner
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participant Agent as AI Agent
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participant After as After Middleware
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Client->>CORS: POST /agent/default/run
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CORS->>Before: Check middleware
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Before->>Router: Forward request
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Router->>Runtime: handleRunAgent()
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Note over Runtime: 1. Resolve agents (await if Promise)
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Note over Runtime: 2. Find agent by ID
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Note over Runtime: 3. Clone agent (avoid shared state)
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Note over Runtime: 4. Parse RunAgentInput from body
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Note over Runtime: 5. Set messages, state, threadId
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Runtime->>Runner: runner.run({ agent, input })
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Runner->>Agent: agent.runAgent(input)
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loop SSE Stream
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Agent-->>Client: event: TEXT_MESSAGE_CONTENT
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end
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Agent-->>Client: event: RUN_FINISHED
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Router->>After: Response complete
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```
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---
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## Full Example: Express + Multiple Agents + Middleware
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```typescript
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import express from "express";
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import { CopilotRuntime } from "@copilotkit/runtime";
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import { createCopilotEndpointExpress } from "@copilotkit/runtime/express";
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import { BuiltInAgent } from "@copilotkit/runtime/v2";
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import { SQLiteAgentRunner } from "@copilotkit/sqlite-runner";
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const app = express();
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// Create agents
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const generalAgent = new BuiltInAgent({
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model: "openai/gpt-4o",
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systemPrompt: "You are a helpful assistant.",
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});
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const codeAgent = new BuiltInAgent({
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model: "openai/gpt-4o",
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systemPrompt: "You are a coding expert. Always provide code examples.",
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});
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// Create runtime with all optional features
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const runtime = new CopilotRuntime({
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agents: {
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default: generalAgent,
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coding: codeAgent,
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},
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// Persistent agent state
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runner: new SQLiteAgentRunner({ dbPath: "./data/agents.db" }),
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// Auth middleware
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beforeRequestMiddleware: async ({ request, path }) => {
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const token = request.headers.get("authorization")?.replace("Bearer ", "");
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if (!token) {
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return new Response(JSON.stringify({ error: "Unauthorized" }), {
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status: 401,
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headers: { "Content-Type": "application/json" },
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});
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}
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// Validate token...
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},
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// Logging middleware
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afterRequestMiddleware: async ({ path }) => {
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console.log(`[CopilotKit] ${new Date().toISOString()} ${path}`);
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},
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});
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// Mount CopilotKit endpoints
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app.use("/api/copilotkit", createCopilotEndpointExpress({ runtime }));
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app.listen(3000, () => {
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console.log("Server running on :3000");
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console.log("CopilotKit endpoints at /api/copilotkit/*");
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});
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```
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Reference in New Issue
Block a user