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docs: Add details about Cloud SaaS deployment time (#2722)
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andrewnguonly authored Dec 11, 2024
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Expand Up @@ -43,6 +43,12 @@ See the [how-to guide](../cloud/deployment/cloud.md#create-new-revision) for cre

Infrastructure for [deployments](#deployment) and [revisions](#revision) are provisioned and deployed asynchronously. They are not deployed immediately after submission. Currently, deployment can take up to several minutes.

- When a new deployment is created, a new database is created for the deployment. Database creation is a one-time step. This step contributes to a longer deployment time for the initial revision of the deployment.
- When a subsequent revision is created for a deployment, there is no database creation step. The deployment time for a subsequent revision is significantly faster compared to the deployment time of the initial revision.
- The deployment process for each revision contains a build step, which can take up to a few minutes.

!!! info "Database creation for `Development` type deployments takes longer than database creation for `Production` type deployments."

## Architecture

!!! warning "Subject to Change"
Expand All @@ -52,7 +58,6 @@ A high-level diagram of a Cloud SaaS deployment.

![diagram](img/langgraph_cloud_architecture.png)


## Related

- [Deployment Options](./deployment_options.md)

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