LangGraph4j support for CopilotKit
Make LangGraph4j compliant with AG-UI protocol with CopilotKit integration
Architecture
flowchart LR
User((User))
subgraph Browser
CopilotKitW(Copilot Kit widget)
end
CopilotKit(Copilot Kit server)
LangGraph4JAdaptor(HttpAgent)
LangGraph4JServer(LG4J AGUI Adapter)
Agent(Agent)
subgraph "AG-UI-APP"
CopilotKit --> LangGraph4JAdaptor
end
subgraph "LangGraph4J Server"
LangGraph4JServer --> Agent(LG4J Agent)
end
User --> Browser
CopilotKitW --> CopilotKit
CopilotKit --> CopilotKitW
LangGraph4JAdaptor --> LangGraph4JServer
%%LangGraph4JServer --> Agent
Agent --> LangGraph4JServer
LangGraph4JServer --> LangGraph4JAdaptor
LangGraph4JAdaptor --> CopilotKit
Browser --> User
%% Legend
%% - The User sends a request to the Copilot Kit.
%% - The Copilot Kit processes the request and passes it to the LangGraph4J Adaptor.
%% - The LangGraph4J Adaptor forwards the request to the LangGraph4J Server.
%% - The LangGraph4J Server processes the request using the Agent.
%% - The Agent processes the data and sends back a response to the LangGraph4J Server.
%% - The LangGraph4J Server sends the processed response back to the LangGraph4J Adaptor.
%% - The LangGraph4J Adaptor then sends the response back to the Copilot Kit.
%% - Finally, the Copilot Kit presents the results back to the User.
Tech. Stack
- AG-UI community sdk for java version
0.1.1 - CopilotKit
4
Modules
langgraph4j-ag-ui-sdk
Core Java SDK implementing the AG-UI protocol on top of
LangGraph4j: the AGUIAgent/AGUIAgentBase abstractions that bridge a LangGraph4j CompiledGraph
execution to a stream of AG-UI events, the AGUIAgentRegistry used to look up agents by id, the
AGUIHook node hook that automatically emits step lifecycle events, and the AGUINodeOutput
bridge type together with the AGUIRunAgentInput request wrapper.
langgraph4j-ag-ui-json
Jackson-based implementation of the AG-UI serialization protocol
(AGUIJacksonSerializer), providing the Jackson mixins required to (de)serialize AG-UI core
model classes (events, messages, interrupt/resume outcomes, ...) to/from JSON.
langgraph4j-ag-ui-springboot
Spring Boot integration exposing the SDK's agents over HTTP:
the AGUISSEController publishes a Server-Sent Events endpoint compliant with the AG-UI protocol,
and the module's test sources provide a reference implementation showing both the CopilotKit HITL
(Human-In-The-Loop) approval flow and a custom AG-UI Interrupt/Resume based interruption flow.
copilot-app
Next.js/CopilotKit starter application demonstrating how to build a browser-based UI on top of a LangGraph4j agent exposed through this AG-UI integration.