chore: import upstream snapshot with attribution
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# Multi-Agent Patterns Guide
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This guide shows how to use multiple agents in CopilotKit — from basic routing to agent-specific tools and shared context.
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---
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## How Multi-Agent Routing Works
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```mermaid
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sequenceDiagram
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participant React as React App
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participant Core as CopilotKitCore
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participant Runtime as CopilotRuntime
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participant Research as Research Agent
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participant Coding as Coding Agent
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Note over React: On mount
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Core->>Runtime: GET /info
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Runtime-->>Core: agents: [{ id: "research" }, { id: "coding" }]
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Core->>Core: Create ProxiedAgent for each
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Note over React: User picks "research"
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React->>Core: useAgent({ agentId: "research" })
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Core-->>React: ProxiedAgent(research)
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Note over React: User sends message
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React->>Core: runAgent({ agent: researchAgent })
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Core->>Runtime: POST /agent/research/run
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Runtime->>Research: runner.run()
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Research-->>React: SSE events
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Note over React: User switches to "coding"
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React->>Core: useAgent({ agentId: "coding" })
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Core-->>React: ProxiedAgent(coding)
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React->>Core: runAgent({ agent: codingAgent })
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Core->>Runtime: POST /agent/coding/run
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Runtime->>Coding: runner.run()
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Coding-->>React: SSE events
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```
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---
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## Backend: Register Multiple Agents
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```typescript
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import { CopilotRuntime } from "@copilotkit/runtime";
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import { createCopilotEndpointExpress } from "@copilotkit/runtime/express";
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const runtime = new CopilotRuntime({
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agents: {
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// Each key is the agent ID
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default: generalAgent, // Fallback agent
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research: researchAgent, // Specialist for research
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coding: codingAgent, // Specialist for code
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writing: writingAgent, // Specialist for content
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},
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});
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app.use("/api/copilotkit", createCopilotEndpointExpress({ runtime }));
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```
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The runtime exposes each agent at its own endpoint:
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| Agent ID | Run Endpoint |
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| ---------- | -------------------------- |
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| `default` | `POST /agent/default/run` |
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| `research` | `POST /agent/research/run` |
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| `coding` | `POST /agent/coding/run` |
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| `writing` | `POST /agent/writing/run` |
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```mermaid
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graph LR
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subgraph "Runtime Agent Map"
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M["agents: {<br/> default: Agent,<br/> research: Agent,<br/> coding: Agent<br/>}"]
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end
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subgraph Endpoints
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E1["POST /agent/default/run"]
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E2["POST /agent/research/run"]
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E3["POST /agent/coding/run"]
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end
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subgraph Agent Instances
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A1["General Agent"]
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A2["Research Agent"]
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A3["Coding Agent"]
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end
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E1 -->|"agents['default']"| A1
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E2 -->|"agents['research']"| A2
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E3 -->|"agents['coding']"| A3
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```
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---
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## Frontend: Select an Agent
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### React
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```tsx
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import { useAgent } from "@copilotkit/react-core";
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function ResearchPanel() {
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// Gets the "research" agent
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const { agent } = useAgent({ agentId: "research" });
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const sendMessage = async (text: string) => {
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agent.addMessage({ id: crypto.randomUUID(), role: "user", content: text });
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await copilotKit.runAgent({ agent });
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};
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return <div>{/* research UI */}</div>;
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}
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function CodingPanel() {
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// Gets the "coding" agent
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const { agent } = useAgent({ agentId: "coding" });
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// ...
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}
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```
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### Using CopilotChat with agent IDs
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```tsx
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import { CopilotChat } from "@copilotkit/react-core";
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function App() {
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return (
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<CopilotKitProvider runtimeUrl="/api/copilotkit">
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<div style={{ display: "flex" }}>
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{/* Two separate chats, each talking to a different agent */}
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<CopilotChat agentId="research" threadId="research-1" />
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<CopilotChat agentId="coding" threadId="coding-1" />
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</div>
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</CopilotKitProvider>
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);
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}
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```
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### Angular
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```typescript
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@Component({
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/* ... */
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})
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export class MultiAgentComponent {
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private copilotKit = inject(CopilotKit);
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researchStore = this.copilotKit.getAgentStore("research");
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codingStore = this.copilotKit.getAgentStore("coding");
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}
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```
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### Vanilla JS
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```typescript
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const researchAgent = copilotKit.getAgent("research");
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const codingAgent = copilotKit.getAgent("coding");
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// Each agent has its own messages, state, and thread
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await copilotKit.runAgent({ agent: researchAgent });
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await copilotKit.runAgent({ agent: codingAgent });
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```
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---
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## The DEFAULT_AGENT_ID
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When you don't specify an `agentId`, CopilotKit uses `"default"`:
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```typescript
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// These are equivalent:
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useAgent(); // Uses "default"
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useAgent({ agentId: "default" }); // Explicit
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// Your backend must have a "default" agent:
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const runtime = new CopilotRuntime({
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agents: {
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default: myAgent, // This is required if any component omits agentId
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},
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});
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```
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---
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## Agent Discovery
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On mount, the frontend fetches available agents from the runtime:
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```mermaid
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sequenceDiagram
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participant Core as CopilotKitCore
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participant Runtime as CopilotRuntime
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Core->>Runtime: GET /info
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Runtime-->>Core: { agents: { research: { description: "..." }, coding: { description: "..." } } }
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Core->>Core: Create ProxiedAgent for each
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Core->>Core: Notify subscribers (onAgentsChanged)
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```
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You can react to agent changes:
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```typescript
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copilotKit.subscribe({
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onAgentsChanged: ({ agents }) => {
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console.log("Available agents:", Object.keys(agents));
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// e.g. ["default", "research", "coding"]
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},
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});
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```
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---
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## Agent-Specific Tools
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Tools can be scoped to specific agents:
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```tsx
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// This tool is available to ALL agents
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useFrontendTool({
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name: "getCurrentTime",
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handler: async () => new Date().toISOString(),
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});
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// This tool is ONLY available to the "research" agent
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useFrontendTool({
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name: "searchPapers",
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agentId: "research",
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parameters: z.object({ query: z.string() }),
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handler: async ({ query }) => await searchPapers(query),
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});
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// This tool is ONLY available to the "coding" agent
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useFrontendTool({
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name: "runCode",
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agentId: "coding",
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parameters: z.object({ code: z.string(), language: z.string() }),
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handler: async ({ code, language }) => await executeCode(code, language),
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});
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```
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```mermaid
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graph TB
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subgraph "Tool Registry"
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GT["getCurrentTime<br/><i>All agents</i>"]
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SP["searchPapers<br/><i>research only</i>"]
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RC["runCode<br/><i>coding only</i>"]
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end
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subgraph Agents
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RA["research agent"]
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CA["coding agent"]
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end
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GT --> RA
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GT --> CA
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SP --> RA
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RC --> CA
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```
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---
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## Shared Context
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Context is shared across all agents by default:
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```tsx
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function App() {
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// Both research and coding agents can see this
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useAgentContext("Current user", { name: "Alice", role: "developer" });
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useAgentContext("Current project", {
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name: "my-app",
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language: "TypeScript",
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});
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return (
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<>
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<CopilotChat agentId="research" />
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<CopilotChat agentId="coding" />
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</>
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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 "Shared Context"
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C1["Current user: Alice"]
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C2["Current project: my-app"]
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end
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subgraph Agents
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RA["research agent"]
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CA["coding agent"]
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end
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C1 --> RA
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C1 --> CA
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C2 --> RA
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C2 --> CA
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```
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---
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## Thread Isolation
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Each agent conversation runs on its own thread:
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```tsx
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// These are separate conversations with separate histories
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<CopilotChat agentId="research" threadId="research-thread-1" />
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<CopilotChat agentId="coding" threadId="coding-thread-1" />
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```
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```mermaid
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graph LR
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subgraph "Thread: research-1"
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RM1["User: Find papers on AI"]
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RM2["Agent: Here are 5 papers..."]
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end
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subgraph "Thread: coding-1"
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CM1["User: Write a sort function"]
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CM2["Agent: Here's a quicksort..."]
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end
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RM1 --> RM2
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CM1 --> CM2
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```
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Each thread maintains its own:
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- Message history
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- Agent state
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- Running status
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---
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## Full Example: Multi-Agent Dashboard
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### Backend
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```typescript
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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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const agents = {
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default: new BuiltInAgent({
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model: "openai/gpt-4o",
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systemPrompt: "You are a general assistant.",
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}),
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research: new BuiltInAgent({
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model: "openai/gpt-4o",
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systemPrompt:
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"You are a research specialist. Search for papers and summarize findings.",
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}),
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coding: new BuiltInAgent({
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model: "openai/gpt-4o",
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systemPrompt: "You are a coding expert. Write clean, tested code.",
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}),
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};
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const runtime = new CopilotRuntime({ agents });
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app.use("/api/copilotkit", createCopilotEndpointExpress({ runtime }));
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```
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### Frontend (React)
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```tsx
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import {
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CopilotKitProvider,
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CopilotChat,
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useAgent,
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useFrontendTool,
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useAgentContext,
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} from "@copilotkit/react-core";
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import { z } from "zod";
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export default function App() {
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return (
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<CopilotKitProvider runtimeUrl="/api/copilotkit">
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<SharedContext />
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<div style={{ display: "grid", gridTemplateColumns: "1fr 1fr" }}>
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<ResearchPanel />
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<CodingPanel />
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</div>
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</CopilotKitProvider>
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);
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}
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// Shared context — all agents see this
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function SharedContext() {
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useAgentContext("Current project", {
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name: "my-saas-app",
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stack: "React + Node.js + PostgreSQL",
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description: "A SaaS platform for team collaboration",
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});
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return null;
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}
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// Research agent with its own tools
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function ResearchPanel() {
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useFrontendTool({
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name: "saveFindings",
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agentId: "research",
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description: "Save research findings to the knowledge base",
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parameters: z.object({
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title: z.string(),
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summary: z.string(),
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sources: z.array(z.string()),
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}),
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handler: async ({ title, summary, sources }) => {
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await knowledgeBase.save({ title, summary, sources });
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return "Saved to knowledge base";
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},
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});
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return (
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<div>
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<h2>Research Assistant</h2>
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<CopilotChat agentId="research" />
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</div>
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);
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}
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// Coding agent with its own tools
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function CodingPanel() {
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useFrontendTool({
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name: "createFile",
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agentId: "coding",
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description: "Create a new file in the project",
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parameters: z.object({
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path: z.string(),
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content: z.string(),
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}),
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handler: async ({ path, content }) => {
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await fileSystem.write(path, content);
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return `Created ${path}`;
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},
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});
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return (
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<div>
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<h2>Coding Assistant</h2>
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<CopilotChat agentId="coding" />
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</div>
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);
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}
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```
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