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chore: add docs for lgp deployment monitoring (#5104)
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@@ -19,6 +19,7 @@ From the control plane UI, you can:
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- Update a deployment.
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- Update environment variables for a deployment.
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- View build and server logs of a deployment.
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- View deployment metrics like CPU and memory usage.
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- Delete a deployment.
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The Control Plane UI is embedded in [LangSmith](https://docs.smith.langchain.com/langgraph_cloud).
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@@ -88,6 +89,15 @@ Infrastructure for deployments and revisions are provisioned and deployed asynch
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The control plane and [LangGraph Data Plane](./langgraph_data_plane.md) "listener" application coordinate to achieve asynchronous deployments.
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### Monitoring
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After a deployment is ready, the control plane monitors the deployment and records various metrics, such as:
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- CPU and memory usage of the deployment.
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- Number of container restarts.
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These metrics are displayed as charts in the Control Plane UI.
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### LangSmith Integration
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A [LangSmith](https://docs.smith.langchain.com/) tracing project is automatically created for each deployment. The tracing project has the same name as the deployment. When creating a deployment, the `LANGCHAIN_TRACING` and `LANGSMITH_API_KEY`/`LANGCHAIN_API_KEY` environment variables do not need to be specified; they are set automatically by the control plane.
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