langgraph/docs/docs/tutorials/deployment.md

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Deployment

Get started deploying your LangGraph applications locally or on the cloud with LangGraph Platform.

Get Started 🚀

• LangGraph Server Quickstart: Launch a LangGraph server locally and interact with it using REST API and LangGraph Studio Web UI.
• LangGraph Template Quickstart: Start building with LangGraph Platform using a template application.
• Deploy with LangGraph Cloud Quickstart: Deploy a LangGraph app using LangGraph Cloud.

Deployment Options

• Cloud SaaS^(Beta): Connect to your GitHub repositories and deploy LangGraph Servers to LangChain's cloud. We manage everything.
• Self-Hosted Data Plane^(Beta): Create deployments from the Control Plane UI and deploy LangGraph Servers to your cloud. We manage the control plane, you manage the deployments.
• Self-Hosted Control Plane^(Beta): Create deployments from a self-hosted Control Plane UI and deploy LangGraph Servers to your cloud. You manage everything.
• Standalone Container: Deploy LangGraph Server Docker images however you like.

A quick comparison...

	Cloud SaaS	Self-Hosted Data Plane	Self-Hosted Control Plane	Standalone Container
Control Plane UI/API	Yes	Yes	Yes	No
CI/CD	Managed internally by platform	Managed externally by you	Managed externally by you	Managed externally by you
Data/Compute Residency	LangChain’s cloud	Your cloud	Your cloud	Your cloud
Required Permissions	None	See details here.	See details here.	None
LangSmith Compatibility	Trace to LangSmith SaaS	Trace to LangSmith SaaS	Trace to Self-Hosted LangSmith	Optional tracing
Pricing	Plus	Enterprise	Enterprise	Developer