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 |