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DocsReferenceCookbook
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Get Started

IntroductionQuickstartCopilotKit CLIBuild with agents

Concepts

ArchitectureGenerative UIWhich Hook for Which JobOSS vs Enterprise Intelligence Platform
Agentic Protocols

Build Chat UIs

OverviewThreads DrawerHeadless ThreadsThreads & Persistence ArchitectureImport Thread History
Multimodal AttachmentsVoiceReasoning

Build Generative UI

Components as ToolsTool Call RenderingState Rendering
A2UI
MCP Apps

Add Agent Powers

Frontend Tools
Human-in-the-Loop
Sub-AgentsAgent ConfigProgrammatic Control

Runtime

Copilot RuntimeRuntime HTTP endpointsUse any model routerAgentRunner and persistenceSelf-managed agentsConnect AG-UI agentsDeploy to any runtimeAuthentication

Observe & Operate

InspectorVS Code Extension

Intelligence Platform

Enterprise Intelligence PlatformCloud-Hosted Enterprise IntelligenceSelf-Hosting Enterprise IntelligenceEnterprise Intelligence Architecture

Channels

Channels SDK

Deploy

AWS AgentCore

Other

Anonymous Telemetry
Claude Agent SDK (Python)Cookbook

Overview

Focused, copy-pasteable recipes for wiring CopilotKit up to the tools and platforms you already use.


Cookbook#

Short, actionable recipes that connect CopilotKit to a specific tool or platform. Each one starts from a working CopilotKit app and adds a single capability — nothing more than you need to get it running.

Run agent code in a Daytona sandbox

Give the Built-in Agent a tool that executes code in an isolated Daytona sandbox.

Build a portable agent with memory using Oracle Agent Spec

Define an agent once in Oracle Agent Spec, run it on LangGraph over AG-UI, and give it long-term memory on Oracle AI Database.

Take authenticated actions with Arcade

Give the Built-in Agent OAuth-backed tools (Gmail, Google News) through Arcade, with the authorization step rendered as generative UI.

Build an agentic app on Angular + Google ADK

Wire an Angular frontend to a Google ADK agent over AG-UI, with optional threads and memory. The production gotchas, as symptom, cause, and fix.

Govern agent actions with OpenBox

Add OpenBox runtime governance — guardrails, policies, and human-in-the-loop approvals — to a CopilotKit + LangGraph agent, with decisions rendered as generative UI.

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