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Architecture & Packages

Three-Layer Architecture

Frontend (React/Angular/Vanilla)  →  Runtime (Express/Hono server)  →  Agent (LangGraph/CrewAI/BuiltIn/Custom)

All layers communicate via the AG-UI protocol — an event-based standard streamed over SSE.

V1 vs V2

V2 (@copilotkitnext/) is the real implementation. V1 (@copilotkit/) is the public API that wraps V2 internally. New features always go in V2. If V1 compatibility is needed, create a thin re-export or wrapper in the corresponding V1 package.

V2 Packages

  • shared: Common utilities, types, and constants used across all other packages.
  • core: The CopilotKitCore orchestrator — the central brain on the frontend. Manages the agent registry, tool registry, context store, and event subscriptions. All framework packages (React, Angular, Vanilla) wrap this.
  • react: React hooks (useAgent, useFrontendTool, useAgentContext, etc.) and CopilotKitProvider. Hooks are thin wrappers that register/unregister with CopilotKitCore on mount/unmount.
  • angular: Angular DI tokens, services, and signal-based state. Same concepts as React but using Angular patterns (inject(), signals, AgentStore).
  • runtime: The server-side CopilotRuntime class that receives HTTP requests and delegates to agents. Provides Express and Hono adapters. Contains the AgentRunner abstraction for managing thread/conversation state.
  • agent: The BuiltInAgent — a default agent implementation powered by the Vercel AI SDK. Used when developers don't bring their own agent framework.
  • voice: Voice input and transcription support.
  • web-inspector: A debug console (Lit web component) for inspecting agent communication in development.
  • sqlite-runner: An AgentRunner implementation that persists thread state to SQLite instead of memory.

V1 Packages

  • react-core: The public <CopilotKit> provider and hooks. Internally delegates to V2 core.
  • react-ui: Chat UI components — CopilotChat, CopilotPopup, CopilotSidebar, CopilotPanel.
  • react-textarea: The CopilotTextarea component for AI-assisted text editing.
  • shared: Shared types and telemetry utilities.
  • runtime: Server-side runtime with GraphQL server and LLM adapters.
  • runtime-client-gql: urql-based GraphQL client for frontend-to-runtime communication.
  • sdk-js: Helpers for LangGraph/LangChain agent integration.

Request Lifecycle

  1. Init: Frontend creates CopilotKitCore → fetches agent info from runtime → creates a ProxiedAgent instance per remote agent.
  2. User sends message: Message is added to the agent, then runAgent() is called.
  3. HTTP request: A POST is sent to the runtime with a RunAgentInput payload containing messages, registered tools, context, threadId, and state.
  4. Runtime processing: Request middleware runs → agent is resolved and cloned → AgentRunner executes the agent.
  5. SSE stream back: Agent emits AG-UI events streamed to the frontend: run lifecycle events, text message chunks (streaming), and optional tool call events.
  6. Frontend tool execution: When the agent calls a frontend tool, Core looks up the handler in its registry, executes it locally in the browser, and sends the result back to the agent which continues processing.
  7. UI update: Core updates its message store and notifies subscribers → React/Angular re-renders.

Core Concepts

AG-UI Protocol

All agent↔UI communication is event-based. Events follow a structured lifecycle: RUN_STARTEDSTEP_STARTED → message/tool events → STEP_FINISHEDRUN_FINISHED. Events are streamed over SSE and validated with Zod schemas. The EventType enum in @ag-ui/core defines all event types.

ProxiedAgent

The frontend representation of a remote agent. Implements the AbstractAgent interface but translates calls into HTTP requests to the runtime, streaming SSE events back. Created automatically when the runtime reports available agents.

AgentRunner

An abstract class on the runtime side responsible for managing thread state (conversation history, agent state). The default InMemoryAgentRunner is ephemeral; SQLiteAgentRunner provides persistence. Custom runners can be built for any storage backend.

Tool Registration

Tools can be frontend tools (handler runs in the browser, registered via useFrontendTool) or backend tools (handler runs on the server, defined in the agent config). Tools can be scoped to a specific agent via agentId, or available to all agents by omitting it.

Context

Application data sent alongside messages to give agents awareness of the current UI state. Registered via useAgentContext(description, data) where data is any JSON-serializable value. Automatically included in every agent run.

Multi-Agent

Multiple agents can be registered in a single CopilotRuntime. Each agent gets its own endpoint, message thread, state, and optionally scoped tools. The frontend selects which agent to interact with via useAgent({ agentId }).

Middleware

CopilotRuntime supports beforeRequestMiddleware and afterRequestMiddleware for cross-cutting concerns like authentication, logging, and request/response transformation.