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Updates to self-hosted LS deployments (#1191)
This PR adds more description to the self-hosted LS pages. ## Preview https://langchain-5e9cc07a-preview-hostin-1761918170-b5e32bd.mintlify.app/langsmith/self-hosted
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src/langsmith/components.mdx

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mode: wide
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When running the self-hosted [LangSmith with deployment](/langsmith/deploy-self-hosted-full-platform), your installation includes several key components. Together these tools and services provide a complete solution for building, deploying, and managing graphs (including agentic applications) in your own infrastructure:
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When running self-hosted [LangSmith Deployment](/langsmith/deploy-self-hosted-full-platform), your installation includes several key components. Together these tools and services provide a complete solution for building, deploying, and managing graphs (including agentic applications) in your own infrastructure:
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```mermaid
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flowchart

src/langsmith/deploy-self-hosted-full-platform.mdx

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---
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title: Self-host LangSmith with deployment
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sidebarTitle: With deployment
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title: Enable LangSmith Deployment
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sidebarTitle: Enable deployment
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icon: "server"
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---
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This guide shows you how to enable **deployment management** on your self-hosted LangSmith instance. This adds a [control plane](/langsmith/control-plane) and [data plane](/langsmith/data-plane) that let you deploy, scale, and manage agents and applications directly through the LangSmith UI.
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This guide shows you how to enable **LangSmith Deployment** on your [self-hosted LangSmith instance](/langsmith/kubernetes). This adds a [control plane](/langsmith/control-plane) and [data plane](/langsmith/data-plane) that let you deploy, scale, and manage agents and applications directly through the LangSmith UI.
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<Info>**Important**<br></br> Self-hosting LangSmith with deployment requires an [Enterprise](https://langchain.com/pricing) plan. </Info>
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After completing this guide, you'll have access to LangSmith [Observability](/langsmith/observability), [Evaluation](/langsmith/evaluation), and [Deployment](/langsmith/deployments).
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<Info>**Important**<br></br> Enabling LangSmith Deployment requires an [Enterprise](https://langchain.com/pricing) plan. </Info>
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<Note>
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**This setup page is for adding [deployment](/langsmith/deployments) capabilities to an existing LangSmith instance.**
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**This setup page is for enabling [LangSmith Deployment](/langsmith/deployments) on an existing LangSmith instance.**
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Review the [self-hosted options](/langsmith/self-hosted) to understand:
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- [LangSmith (observability)](/langsmith/self-hosted#langsmith): What you should install first.
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- [LangSmith with deployment](/langsmith/self-hosted#langsmith-with-deployment): What this guide enables.
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- [LangSmith Deployment](/langsmith/self-hosted#langsmith-deployment): What this guide enables.
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- [Standalone Server](/langsmith/self-hosted#standalone-server): Lightweight alternative without the UI.
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</Note>
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## Overview
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This guide builds on top of the [Kubernetes installation guide](/langsmith/kubernetes). **You must complete that guide first** before continuing. This page covers the additional setup steps required to enable deployment functionality:
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This guide builds on top of the [Kubernetes installation guide](/langsmith/kubernetes). **You must complete that guide first** before continuing. This page covers the additional setup steps required to enable LangSmith Deployment:
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- Installing the LangGraph operator
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- Configuring your ingress
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- Connecting to the control plane

src/langsmith/deploy-standalone-server.mdx

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This deployment option provides flexibility but requires you to manage your own infrastructure and configuration. Each environment can vary significantly and, as a result, troubleshooting configuration issues may be challenging.
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For production workloads, we recommend [LangSmith with deployment](/langsmith/self-hosted#langsmith-with-deployment), which offers standardized deployment patterns and more comprehensive support options.
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For production workloads, we recommend [LangSmith Deployment](/langsmith/self-hosted#langsmith-deployment), which offers standardized deployment patterns and more comprehensive support options.
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</Warning>
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<Note>
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Review the [self-hosted options](/langsmith/self-hosted) to understand:
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- [Standalone Server](/langsmith/self-hosted#standalone-server): What this guide covers (no UI, just servers).
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- [LangSmith](/langsmith/self-hosted#langsmith): For the full LangSmith platform with UI.
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- [LangSmith with deployment](/langsmith/self-hosted#langsmith-with-deployment): For UI-based deployment management.
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- [LangSmith Deployment](/langsmith/self-hosted#langsmith-deployment): For UI-based deployment management.
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Before continuing, review the [standalone server overview](/langsmith/self-hosted#standalone-server).
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</Note>

src/langsmith/deploy-with-control-plane.mdx

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Before using this guide, you must have already completed infrastructure setup:
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- **[Hybrid setup](/langsmith/deploy-hybrid)**: For hybrid hosting.
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- **[Self-hosted with deployment setup](/langsmith/deploy-self-hosted-full-platform)**: For self-hosted with control plane.
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- **[Enable LangSmith Deployment](/langsmith/deploy-self-hosted-full-platform)**: For self-hosted with control plane.
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If you haven't set up your infrastructure yet, start with the [Hosting section](/langsmith/hosting).
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</Note>
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- Completed infrastructure setup to enable your [data plane](/langsmith/data-plane) to receive application deployments:
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- [Hybrid setup](/langsmith/deploy-hybrid): Installs data plane components (listener, operator, CRDs) in your Kubernetes cluster that connect to LangChain's managed control plane.
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- [Self-hosted with deployment setup](/langsmith/deploy-self-hosted-full-platform): Enables deployment management on your self-hosted LangSmith instance.
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- Access to the [LangSmith UI](https://smith.langchain.com) with deployment management enabled.
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- [Enable LangSmith Deployment](/langsmith/deploy-self-hosted-full-platform): Enables LangSmith Deployment on your self-hosted LangSmith instance.
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- Access to the [LangSmith UI](https://smith.langchain.com) with LangSmith Deployment enabled.
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- A container registry accessible by your Kubernetes cluster.
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## Step 1. Test locally

src/langsmith/hosting.mdx

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This section covers how to host and manage LangSmith infrastructure. You have the flexibility of setting up LangSmith for [observability](/langsmith/observability), [evaluation](/langsmith/evaluation), and [prompt engineering](/langsmith/prompt-engineering) features or using the full platform that also includes optional [LangSmith Deployment](/langsmith/deployments) features for deploying your applications through the UI.
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This section covers how to host and manage LangSmith infrastructure. You can set up LangSmith for [observability](/langsmith/observability), [evaluation](/langsmith/evaluation), and [prompt engineering](/langsmith/prompt-engineering), or use the full platform experience with [LangSmith Deployment](/langsmith/deployments) to also deploy and manage your applications through the UI.
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<Callout icon="building" color="#2563EB" iconType="regular">
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**Start here if you're setting up or maintaining LangSmith infrastructure.**
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href="/langsmith/self-hosted"
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cta="Run self-hosted"
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>
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**(Enterprise)** Full control with observability, evaluation, and prompt engineering. Optionally add application deployment or run standalone servers.
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**(Enterprise)** Full control with observability, evaluation, and prompt engineering. Enable the full platform experience with LangSmith Deployment or run standalone servers.
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</Card>
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</Columns>
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| **Infrastructure location** | LangChain's cloud | Split: Control plane in LangChain cloud, data plane in your cloud | Your cloud |
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| **Who manages updates** | LangChain | LangChain (control plane), You (data plane) | You |
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| **Who manages CI/CD for your apps** | LangChain | You | You |
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| **Can deploy applications?** | ✅ Yes | ✅ Yes | ✅ Yes (with full platform option) |
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| **Can deploy applications?** | ✅ Yes | ✅ Yes | ✅ Yes (with LangSmith Deployment) |
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| **Observability data location** | LangChain cloud | LangChain cloud | Your cloud |
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| **[Pricing](https://www.langchain.com/plans)** | Plus tier | Enterprise | Enterprise |
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| **Best for** | Quick setup, managed infrastructure | Data residency requirements + managed control plane | Full control, data isolation |

src/langsmith/kubernetes.mdx

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Self-hosting LangSmith is an add-on to the Enterprise Plan designed for our largest, most security-conscious customers. See our [pricing page](https://www.langchain.com/pricing) for more detail, and [contact our sales team](https://www.langchain.com/contact-sales) if you want to get a license key to trial LangSmith in your environment.
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</Info>
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This page describes how to set up the **LangSmith** (observability, tracing, and evaluation) in a Kubernetes cluster. You'll use Helm to install LangSmith and its dependencies.
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<Note>
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This guide installs the base [LangSmith platform](/langsmith/self-hosted#langsmith) which includes observability and evaluation, but **not** the deployment management features. Review the [self-hosted options](/langsmith/self-hosted) if you're unsure which you need.
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</Note>
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This page describes how to set up **LangSmith** (observability, tracing, and evaluation) in a Kubernetes cluster. You'll use Helm to install LangSmith and its dependencies.
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After completing this page, you'll have:
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-**LangSmith UI and APIs**: for observability, tracing, and evaluation.
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-**Backend services**: (queue, playground, ACE).
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-**Datastores**: (PostgreSQL, Redis, ClickHouse, optional blob storage).
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-**Deployment management**: To add deployment capabilities, complete this guide first, then follow [Self-host LangSmith with deployment](/langsmith/deploy-self-hosted-full-platform).
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- **LangSmith UI and APIs**: for [observability](/langsmith/observability), tracing, and [evaluation](/langsmith/evaluation).
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- **Backend services**: (queue, playground, ACE).
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- **Datastores**: (PostgreSQL, Redis, ClickHouse, optional blob storage).
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For [agent deployment](/langsmith/deployments): To add deployment capabilities, complete this guide first, then follow [Enable LangSmith Deployment](/langsmith/deploy-self-hosted-full-platform).
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We've successfully tested LangSmith on the following Kubernetes distributions:
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LangChain has successfully tested LangSmith on the following Kubernetes distributions:
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* Google Kubernetes Engine (GKE)
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* Amazon Elastic Kubernetes Service (EKS)
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* Azure Kubernetes Service (AKS)
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* OpenShift (4.14+)
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* Minikube and Kind (for development purposes)
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- Google Kubernetes Engine (GKE)
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- Amazon Elastic Kubernetes Service (EKS)
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- Azure Kubernetes Service (AKS)
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- OpenShift (4.14+)
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- Minikube and Kind (for development purposes)
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<Note>
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We have several Terraform modules the help in the provisioning of resources for LangSmith. You can find those in our [public Terraform repo](https://github.com/langchain-ai/terraform).
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LangChain has several Terraform modules the help in the provisioning of resources for LangSmith. You can find those in the LangChain [public Terraform repo](https://github.com/langchain-ai/terraform).
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Supported cloud providers include:
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