There are two versions of the self-hosted deployment: Self-Hosted Data Plane and Self-Hosted Control Plane.
Important The Self-Hosted Control Plane deployment option requires an Enterprise plan.

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Requirements

  • You use langgraph-cli and/or LangGraph Studio app to test graph locally.
  • You use langgraph build command to build image.
  • You have a Self-Hosted LangSmith instance deployed.
  • You are using Ingress for your LangSmith instance. All agents will be deployed as Kubernetes services behind this ingress.

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Self-Hosted Control Plane

The Self-Hosted Control Plane deployment option is a fully self-hosted model for deployment where you manage the control plane and data plane in your cloud. This option gives you full control and responsibility of the control plane and data plane infrastructure.
Control planeData plane
What is it?
  • Control plane UI for creating deployments and revisions
  • Control plane APIs for creating deployments and revisions
  • Data plane “listener” for reconciling deployments with control plane state
  • LangGraph Servers
  • Postgres, Redis, etc
Where is it hosted?Your cloudYour cloud
Who provisions and manages it?YouYou

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Architecture

Self-Hosted Control Plane Architecture

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Compute Platforms

  • Kubernetes: The Self-Hosted Control Plane deployment option supports deploying control plane and data plane infrastructure to any Kubernetes cluster.
If you would like to enable this on your LangSmith instance, please follow the Self-Hosted Control Plane deployment guide.