name: LangGraph (Python) slug: langgraph-python category: popular language: python logo: /logos/langgraph-python.svg description: >- The most feature-complete CopilotKit integration. LangGraph provides a flexible graph-based framework for building agents with Python. Supports the full range of CopilotKit features including generative UI, shared state, human-in-the-loop, sub-agents, and streaming. partner_docs: https://docs.copilotkit.ai/integrations/langgraph repo: https://github.com/CopilotKit/CopilotKit/tree/main/showcase/integrations/langgraph-python copilotkit_version: 2.0.0 deployed: true docs_mode: generated sort_order: 10 generative_ui: - constrained-explicit - a2ui-fixed-schema - a2ui-dynamic-schema interaction_modalities: - sidebar - embedded - chat managed_platform: name: LangGraph Platform url: https://langsmith.com not_supported_features: # QUARANTINED pending a @copilotkit/react-core release. gen-ui-interrupt / # interrupt-headless fail turn-2 on a useInterrupt/useHeadlessInterrupt # RESUME-PATH hook bug in @copilotkit/react-core/v2: backend resumes + streams # (HTTP 200) but the frontend never appends the confirmation assistant bubble, # so the harness DOM settle-check times out. Fix is a published-package change # (out of scope here); honestly marked not-supported (skipped-incapable, not # green, not red) rather than a regression. Demos remain wired below. This is # the reference integration, but the bug blocks it too. - gen-ui-interrupt - interrupt-headless features: - beautiful-chat - cli-start - agentic-chat - prebuilt-sidebar - prebuilt-popup - chat-slots - chat-customization-css - headless-simple - headless-complete - reasoning-custom - reasoning-default - frontend-tools - frontend-tools-async - gen-ui-tool-based - hitl-in-chat - hitl-in-app - declarative-gen-ui - a2ui-fixed-schema - a2ui-recovery - mcp-apps - gen-ui-agent - tool-rendering-default-catchall - tool-rendering-custom-catchall - tool-rendering - tool-rendering-reasoning-chain - shared-state-read - shared-state-read-write - shared-state-streaming - readonly-state-agent-context - subagents - multimodal - auth - declarative-hashbrown - declarative-json-render - open-gen-ui - open-gen-ui-advanced - voice - agent-config a2ui_pattern: schema-loading interrupt_pattern: native thread_persistence_pattern: langgraph agent_config_pattern: shared-state auth_pattern: langgraph demos: - id: cli-start name: CLI Start Command description: Copy-paste command to clone the canonical starter tags: - chat-ui command: "npx copilotkit@latest init --framework langgraph-python" - id: agentic-chat name: "Pre-Built: CopilotChat" description: Vanilla CopilotChat with three starter-prompt suggestions — the minimum-viable surface for free-form chat tags: - chat-ui route: /demos/agentic-chat animated_preview_url: highlight: - src/agents/agentic_chat.py - src/app/demos/agentic-chat/page.tsx - src/app/api/copilotkit/route.ts - id: chat-customization-css name: "Chat Customization: CSS" description: Default CopilotChat re-themed via CopilotKitCSSProperties tags: - chat-ui route: /demos/chat-customization-css animated_preview_url: highlight: - src/agents/main.py - src/app/demos/chat-customization-css/page.tsx - src/app/demos/chat-customization-css/theme.css - src/app/api/copilotkit/route.ts - id: tool-rendering-default-catchall name: "Generative UI: Tool Rendering (Default)" description: Out-of-the-box tool rendering — backend defines the tools; the frontend adds zero custom renderers and relies on CopilotKit's built-in default UI tags: - generative-ui route: /demos/tool-rendering-default-catchall animated_preview_url: highlight: - src/app/demos/tool-rendering-default-catchall/page.tsx - src/agents/tool_rendering_agent.py - src/app/api/copilotkit/route.ts - id: tool-rendering-custom-catchall name: "Generative UI: Tool Rendering (Catch-all)" description: Single branded wildcard renderer via useDefaultRenderTool — the same app-designed card paints every tool call tags: - generative-ui route: /demos/tool-rendering-custom-catchall animated_preview_url: highlight: - src/app/demos/tool-rendering-custom-catchall/page.tsx - src/app/demos/tool-rendering-custom-catchall/custom-catchall-renderer.tsx - src/agents/tool_rendering_agent.py - src/app/api/copilotkit/route.ts - id: frontend-tools name: "Frontend Tools: In-app Actions" description: Agent invokes client-side handlers registered with useFrontendTool tags: - interactivity route: /demos/frontend-tools animated_preview_url: highlight: - src/agents/frontend_tools.py - src/app/demos/frontend-tools/page.tsx - src/app/api/copilotkit/route.ts - id: frontend-tools-async name: "Frontend Tools: Async" description: useFrontendTool with an async handler — agent awaits a client-side async operation (simulated notes DB query) and uses the returned result tags: - interactivity route: /demos/frontend-tools-async animated_preview_url: highlight: - src/agents/frontend_tools_async.py - src/app/demos/frontend-tools-async/page.tsx - src/app/demos/frontend-tools-async/notes-card.tsx - src/app/api/copilotkit/route.ts - id: hitl-in-chat name: "Human In the Loop: In-chat" description: Time-slot picker rendered inline in the chat via `useHumanInTheLoop` — the agent requests user input, the frontend renders a TimePickerCard, and the user's choice resumes the agent. tags: - interactivity route: /demos/hitl-in-chat animated_preview_url: highlight: - src/app/demos/hitl-in-chat/page.tsx - src/app/demos/hitl-in-chat/time-picker-card.tsx - src/agents/hitl_in_chat_agent.py - src/app/api/copilotkit/route.ts - id: hitl-in-app name: "Human in the Loop: In-app" description: Agent requests approval via useFrontendTool with an async handler; the approval UI pops up as an app-level modal OUTSIDE the chat, and a completion callback resolves the pending tool Promise with the user's decision tags: - interactivity route: /demos/hitl-in-app animated_preview_url: highlight: - src/agents/hitl_in_app.py - src/app/demos/hitl-in-app/page.tsx - src/app/demos/hitl-in-app/approval-dialog.tsx - src/app/api/copilotkit/route.ts - id: tool-rendering name: "Generative UI: Tool Rendering (Custom)" description: Custom per-tool renderers (WeatherCard, FlightListCard) plus a wildcard catch-all for every other tool tags: - generative-ui route: /demos/tool-rendering animated_preview_url: highlight: - src/agents/tool_rendering_agent.py - src/app/demos/tool-rendering/page.tsx - src/app/demos/tool-rendering/weather-card.tsx - src/app/demos/tool-rendering/flight-list-card.tsx - src/app/api/copilotkit/route.ts - id: tool-rendering-reasoning-chain name: "Generative UI: Tool calls + reasoning" description: "Per-tool renderers (WeatherCard, FlightListCard, custom catchall) interleaved with a reasoningMessage slot rendering the agent's reasoning tokens — combines reasoning-display + tool-rendering in one chat surface." tags: - generative-ui route: /demos/tool-rendering-reasoning-chain animated_preview_url: highlight: - src/agents/tool_rendering_reasoning_chain_agent.py - src/app/demos/tool-rendering-reasoning-chain/page.tsx - src/app/demos/tool-rendering-reasoning-chain/reasoning-block.tsx - src/app/demos/tool-rendering-reasoning-chain/weather-card.tsx - src/app/demos/tool-rendering-reasoning-chain/flight-list-card.tsx - src/app/demos/tool-rendering-reasoning-chain/custom-catchall-renderer.tsx - src/app/api/copilotkit/route.ts - id: gen-ui-tool-based name: "Generative UI: useComponent" description: Agent uses tools to trigger UI generation tags: - controlled-generative-ui route: /demos/gen-ui-tool-based animated_preview_url: highlight: - src/agents/gen_ui_tool_based.py - src/app/demos/gen-ui-tool-based/page.tsx - src/app/demos/gen-ui-tool-based/bar-chart.tsx - src/app/api/copilotkit/route.ts - id: gen-ui-agent name: "Generative UI: Agent State" description: "Agent-state-driven Gen UI — the agent plans a live step list via Command(update={steps}); the frontend subscribes through useAgent and renders the steps inside CopilotChat's messageView.children slot." tags: - generative-ui route: /demos/gen-ui-agent animated_preview_url: highlight: - src/agents/gen_ui_agent.py - src/app/demos/gen-ui-agent/page.tsx - src/app/demos/gen-ui-agent/InlineAgentStateCard.tsx - src/app/api/copilotkit/route.ts - id: shared-state-streaming name: "Shared State: Streaming" description: Per-token state delta streaming from agent to UI tags: - agent-state route: /demos/shared-state-streaming animated_preview_url: highlight: - src/agents/shared_state_streaming.py - src/app/demos/shared-state-streaming/page.tsx - src/app/demos/shared-state-streaming/document-view.tsx - src/app/api/copilotkit/route.ts - id: shared-state-read-write name: "Shared State: Read + Write" description: Bidirectional shared state — UI writes preferences via agent.setState; agent writes notes via a Command-returning tool tags: - agent-state route: /demos/shared-state-read-write animated_preview_url: highlight: - src/agents/shared_state_read_write.py - src/app/demos/shared-state-read-write/page.tsx - src/app/demos/shared-state-read-write/preferences-card.tsx - src/app/demos/shared-state-read-write/notes-card.tsx - src/app/api/copilotkit/route.ts - id: shared-state-read name: "Shared State: Read-only" description: "Recipe editor publishes form state via agent.setState; the agent reads the recipe context but does not mutate it (no backend tool — neutral default agent)." tags: - agent-state route: /demos/shared-state-read animated_preview_url: highlight: - src/app/demos/shared-state-read/page.tsx - src/app/api/copilotkit/route.ts - id: subagents name: Sub-Agents description: Multiple agents with visible task delegation tags: - multi-agent route: /demos/subagents animated_preview_url: highlight: - src/agents/subagents.py - src/app/demos/subagents/page.tsx - src/app/demos/subagents/delegation-log.tsx - src/app/api/copilotkit/route.ts - id: prebuilt-sidebar name: "Pre-Built: Sidebar" description: Docked sidebar chat via tags: - chat-ui route: /demos/prebuilt-sidebar animated_preview_url: highlight: - src/agents/main.py - src/app/demos/prebuilt-sidebar/page.tsx - src/app/api/copilotkit/route.ts - id: prebuilt-popup name: "Pre-Built: Popup" description: Floating popup chat via tags: - chat-ui route: /demos/prebuilt-popup animated_preview_url: highlight: - src/agents/main.py - src/app/demos/prebuilt-popup/page.tsx - src/app/api/copilotkit/route.ts - id: chat-slots name: "Chat Customization: Slots" description: Customize CopilotChat via its slot system tags: - chat-ui route: /demos/chat-slots animated_preview_url: highlight: - src/agents/main.py - src/app/demos/chat-slots/page.tsx - src/app/demos/chat-slots/slot-wrappers.tsx - src/app/api/copilotkit/route.ts - id: headless-simple name: "Headless UI: Simple" description: Minimum viable headless chat — useAgent + useCopilotKit dressed in shadcn/ui primitives. No tool rendering, no generative UI, just text in / text out. tags: - chat-ui route: /demos/headless-simple highlight: - src/app/demos/headless-simple/page.tsx - src/app/demos/headless-simple/chat.tsx - src/app/demos/headless-simple/composer.tsx - src/app/demos/headless-simple/empty-state.tsx - src/app/demos/headless-simple/message-bubble.tsx - id: headless-complete name: "Headless UI: Complete" description: Full headless surface — hand-rolled CopilotChat replacement that wires every render hook (useRenderTool, useDefaultRenderTool, useComponent, useRenderToolCall, useRenderActivityMessage, useSuggestions, useAttachments) on top of shadcn primitives. tags: - chat-ui route: /demos/headless-complete highlight: - src/app/demos/headless-complete/page.tsx - src/app/demos/headless-complete/chat/chat.tsx - src/app/demos/headless-complete/hooks/use-tool-renderers.tsx - src/app/demos/headless-complete/hooks/use-frontend-components.ts - src/app/demos/headless-complete/hooks/use-headless-suggestions.ts - src/app/demos/headless-complete/attachments/use-attachments-config.ts - src/app/demos/headless-complete/tools/weather-card.tsx - src/app/demos/headless-complete/tools/stock-card.tsx - src/app/demos/headless-complete/tools/chart-card.tsx - src/app/demos/headless-complete/tools/highlight-note.tsx - id: reasoning-default name: "Reasoning: Default" description: Built-in CopilotChatReasoningMessage rendering with no slot override. tags: - chat-ui route: /demos/reasoning-default highlight: - src/app/demos/reasoning-default/page.tsx - src/app/demos/reasoning-default/suggestions.ts - src/agents/reasoning_agent.py - id: reasoning-custom name: "Reasoning: Custom" description: Visible reasoning/thinking chain alongside the final answer tags: - chat-ui route: /demos/reasoning-custom animated_preview_url: highlight: - src/app/demos/reasoning-custom/page.tsx - src/app/demos/reasoning-custom/reasoning-block.tsx - src/agents/reasoning_agent.py - src/app/api/copilotkit/route.ts - id: gen-ui-interrupt name: "Human in the Loop: Interrupts" description: Interactive component rendered inline in the chat via the lower-level `useInterrupt` primitive — direct control over the LangGraph interrupt lifecycle tags: - interactivity route: /demos/gen-ui-interrupt animated_preview_url: highlight: - src/agents/interrupt_agent.py - src/app/demos/gen-ui-interrupt/page.tsx - src/app/demos/gen-ui-interrupt/_components/time-picker-card.tsx - src/app/api/copilotkit/route.ts - id: interrupt-headless name: "Human in the Loop: Headless Interrupts" description: "Same interrupt(...) backend pattern as gen-ui-interrupt, but the time-picker mounts in a separate app-surface pane (left) instead of inline inside the chat — uses useHeadlessInterrupt (custom-event subscribe + manual runAgent forwardedProps.command.resume)." tags: - interactivity route: /demos/interrupt-headless animated_preview_url: highlight: - src/agents/interrupt_agent.py - src/app/demos/interrupt-headless/page.tsx - src/app/api/copilotkit/route.ts - id: declarative-gen-ui name: "Declarative UI: Dynamic A2UI" description: Canonical A2UI BYOC — custom catalog (Card/StatusBadge/Metric/InfoRow/PrimaryButton) wired via a2ui.catalog on the provider tags: - generative-ui route: /demos/declarative-gen-ui animated_preview_url: highlight: - src/agents/a2ui_dynamic.py - src/app/demos/declarative-gen-ui/page.tsx - src/app/demos/declarative-gen-ui/a2ui/catalog.ts - src/app/demos/declarative-gen-ui/a2ui/definitions.ts - src/app/demos/declarative-gen-ui/a2ui/renderers.tsx - src/app/api/copilotkit/route.ts - id: a2ui-fixed-schema name: "Declarative UI: Fixed A2UI" description: Render an A2UI tree from a fixed, server-side schema — the agent streams data into a pre-authored component tree tags: - generative-ui route: /demos/a2ui-fixed-schema animated_preview_url: highlight: - src/agents/a2ui_fixed.py - src/agents/a2ui_schemas/flight_schema.json - src/app/demos/a2ui-fixed-schema/page.tsx - src/app/demos/a2ui-fixed-schema/a2ui/catalog.ts - src/app/demos/a2ui-fixed-schema/a2ui/definitions.ts - src/app/demos/a2ui-fixed-schema/a2ui/renderers.tsx - src/app/api/copilotkit/route.ts - id: a2ui-recovery name: A2UI Error Recovery description: Makes the A2UI validate->retry recovery loop visible — an invalid first render heals to a valid one, and an always-invalid render shows a graceful recovery-exhausted fallback. Backend-owned via get_a2ui_tools (injectA2UITool=false); reuses the declarative-gen-ui catalog. tags: - generative-ui route: /demos/a2ui-recovery animated_preview_url: highlight: - src/agents/recovery_agent.py - src/app/demos/a2ui-recovery/page.tsx - src/app/demos/a2ui-recovery/suggestions.ts - src/app/api/copilotkit-a2ui-recovery/route.ts - id: mcp-apps name: MCP Apps description: MCP server-driven UI via activity renderers tags: - generative-ui route: /demos/mcp-apps animated_preview_url: highlight: - src/agents/mcp_apps_agent.py - src/app/demos/mcp-apps/page.tsx - src/app/api/copilotkit-mcp-apps/[[...slug]]/route.ts - id: readonly-state-agent-context name: "Shared State: Frontend Context" description: Frontend provides read-only context to the agent via useAgentContext tags: - agent-state route: /demos/readonly-state-agent-context animated_preview_url: highlight: - src/agents/readonly_state_agent_context.py - src/app/demos/readonly-state-agent-context/page.tsx - src/app/api/copilotkit/route.ts - id: declarative-json-render name: "Declarative UI: json-render" description: Streaming hierarchical JSON UI spec rendered via @json-render/react, with a Zod-validated catalog (MetricCard + PieChart + BarChart) tags: - generative-ui route: /demos/declarative-json-render animated_preview_url: highlight: - src/agents/byoc_json_render_agent.py - src/app/demos/declarative-json-render/page.tsx - src/app/demos/declarative-json-render/json-render-renderer.tsx - src/app/demos/declarative-json-render/registry.tsx - src/app/demos/declarative-json-render/catalog.ts - src/app/demos/declarative-json-render/metric-card.tsx - src/app/demos/declarative-json-render/charts/bar-chart.tsx - src/app/demos/declarative-json-render/charts/pie-chart.tsx - src/app/demos/declarative-json-render/types.ts - src/app/demos/declarative-json-render/suggestions.ts - src/app/api/copilotkit-declarative-json-render/route.ts - id: beautiful-chat name: Beautiful Chat description: Canonical polished starter chat — brand fonts, theme tokens, suggestion pills tags: - chat-ui route: /demos/beautiful-chat animated_preview_url: highlight: - src/agents/beautiful_chat.py - src/app/demos/beautiful-chat/page.tsx - src/app/demos/beautiful-chat/components/example-layout/index.tsx - src/app/demos/beautiful-chat/components/example-canvas/index.tsx - src/app/demos/beautiful-chat/components/generative-ui/charts/bar-chart.tsx - src/app/demos/beautiful-chat/components/generative-ui/charts/pie-chart.tsx - src/app/demos/beautiful-chat/hooks/use-example-suggestions.tsx - src/app/demos/beautiful-chat/hooks/use-generative-ui-examples.tsx - src/app/api/copilotkit-beautiful-chat/route.ts - id: multimodal name: Attachments description: Image and PDF uploads via CopilotChat attachments, processed by a vision-capable agent tags: - chat-ui route: /demos/multimodal animated_preview_url: highlight: - src/agents/multimodal_agent.py - src/app/demos/multimodal/page.tsx - src/app/demos/multimodal/sample-attachment-buttons.tsx - src/app/api/copilotkit-multimodal/route.ts - id: auth name: Authentication description: Bearer-token gate via runtime onRequest hook with unauthenticated / authenticated states tags: - platform route: /demos/auth animated_preview_url: highlight: - src/app/demos/auth/page.tsx - src/app/demos/auth/sign-in-card.tsx - src/app/demos/auth/auth-banner.tsx - src/app/demos/auth/use-demo-auth.ts - src/app/demos/auth/demo-token.ts - src/app/api/copilotkit-auth/[[...slug]]/route.ts - id: declarative-hashbrown name: "Declarative UI: Hashbrown" description: Streaming structured output via @hashbrownai/react, rendering a sales dashboard catalog (MetricCard + PieChart + BarChart) tags: - generative-ui route: /demos/declarative-hashbrown animated_preview_url: highlight: - src/agents/byoc_hashbrown_agent.py - src/app/demos/declarative-hashbrown/page.tsx - src/app/demos/declarative-hashbrown/hashbrown-renderer.tsx - src/app/demos/declarative-hashbrown/metric-card.tsx - src/app/demos/declarative-hashbrown/charts/bar-chart.tsx - src/app/demos/declarative-hashbrown/charts/pie-chart.tsx - src/app/demos/declarative-hashbrown/types.ts - src/app/demos/declarative-hashbrown/suggestions.ts - src/app/api/copilotkit-declarative-hashbrown/route.ts - id: open-gen-ui name: "Open Generative UI: Default" description: "Agent composes UI from a registered component library — distinct from Tool Rendering, which attaches a custom renderer to a *named* backend tool. Use Open Generative UI when you want the agent to assemble UI freely from a palette you control." tags: - generative-ui route: /demos/open-gen-ui animated_preview_url: highlight: - src/agents/open_gen_ui_agent.py - src/app/demos/open-gen-ui/page.tsx - src/app/api/copilotkit-ogui/route.ts - id: open-gen-ui-advanced name: "Open Generative UI: Custom" description: "Same Open Generative UI surface, with the iframe-rendered components able to call back into frontend sandbox functions (e.g., a Calculator app whose buttons trigger handlers in the host page)." tags: - generative-ui route: /demos/open-gen-ui-advanced animated_preview_url: highlight: - src/agents/open_gen_ui_advanced_agent.py - src/app/demos/open-gen-ui-advanced/page.tsx - src/app/demos/open-gen-ui-advanced/sandbox-functions.ts - src/app/demos/open-gen-ui-advanced/suggestions.ts - src/app/api/copilotkit-ogui/route.ts - id: voice name: Voice description: Speech-to-text via @copilotkit/voice with a bundled sample audio button tags: - chat-ui route: /demos/voice animated_preview_url: highlight: - src/agents/main.py - src/app/demos/voice/page.tsx - src/app/demos/voice/sample-audio-button.tsx - src/app/api/copilotkit-voice/[[...slug]]/route.ts - id: agent-config name: Agent Config Object description: Forward a typed config object (tone / expertise / response length) from the provider to the agent's dynamic system prompt tags: - platform route: /demos/agent-config animated_preview_url: highlight: - src/agents/agent_config_agent.py - src/app/demos/agent-config/page.tsx - src/app/demos/agent-config/config-card.tsx - src/app/demos/agent-config/use-agent-config.ts - src/app/demos/agent-config/config-types.ts - src/app/api/copilotkit-agent-config/route.ts