> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Sandbox integrations

> Integrate with sandbox providers using LangChain Python.

Sandboxes provide isolated execution environments for running agent-generated code safely. Learn more about [sandboxes](/oss/python/deepagents/sandboxes).

<div className="grid grid-cols-1 md:grid-cols-2 gap-3">
  <a href="/oss/python/integrations/sandboxes/langsmith" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline">
    <img className="w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/brand/docs-favicon.png?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=b0531ad10f9abcd7e95900dc8b897a3d" alt="" width="650" height="650" data-path="images/brand/docs-favicon.png" />

    <span className="font-semibold">LangSmith</span>
  </a>

  <a href="/oss/python/integrations/sandboxes/aws" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/agentcore.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=010f33871e956efdf1bb9f64e462a1e3" alt="" width="80" height="80" data-path="images/providers/light/agentcore.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/agentcore.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=f0c16d72e8cf676f4af98176b348208f" alt="" width="80" height="80" data-path="images/providers/dark/agentcore.svg" />

    <span className="font-semibold">AgentCore</span>
  </a>

  <a href="/oss/python/integrations/sandboxes/daytona" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/daytona.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=917a3dc9079dd486ba0bbec3cb335ba5" alt="" width="66" height="60" data-path="images/providers/light/daytona.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/daytona.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=bfe2d08a18588fb505e10769c9bb60ad" alt="" width="66" height="60" data-path="images/providers/dark/daytona.svg" />

    <span className="font-semibold">Daytona</span>
  </a>

  <a href="/oss/python/integrations/sandboxes/e2b" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/e2b.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=a509cbe96e694c83c7c4349b63181caf" alt="" width="232" height="240" data-path="images/providers/light/e2b.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/e2b.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=265542ecaff4c29742d4080f4f868891" alt="" width="232" height="240" data-path="images/providers/dark/e2b.svg" />

    <span className="font-semibold">E2B</span>
  </a>

  <a href="/oss/python/integrations/sandboxes/modal" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/modal.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=335473bcd63abbd7f0d7a2a6ea3e63e2" alt="" width="24" height="24" data-path="images/providers/light/modal.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/modal.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=cdfb6dc32a8674cbe47245f6e872c396" alt="" width="24" height="24" data-path="images/providers/dark/modal.svg" />

    <span className="font-semibold">Modal</span>
  </a>

  <a href="/oss/python/integrations/providers/nvidia#sandboxed-agents-with-openshell" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline">
    <span className="font-semibold">NVIDIA OpenShell</span>
  </a>

  <a href="/oss/python/integrations/sandboxes/runloop" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/runloop.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=e87be5d8439d36d9775dbdfde6711fe1" alt="" width="27" height="21" data-path="images/providers/light/runloop.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/runloop.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=3550dca7f97b4b7c596d73cfd6a584f4" alt="" width="27" height="21" data-path="images/providers/dark/runloop.svg" />

    <span className="font-semibold">Runloop</span>
  </a>

  <a href="/oss/python/integrations/sandboxes/vercel" className="flex items-center justify-center gap-1.5 p-2 rounded-lg border border-gray-200 dark:border-gray-700 hover:border-gray-300 dark:hover:border-gray-600 no-underline">
    <img className="block dark:hidden w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0/dOAyShFQATnm5A2F/images/providers/light/vercel.svg?fit=max&auto=format&n=dOAyShFQATnm5A2F&q=85&s=da828db040bb7c74c0c724ee44fdbb89" alt="" width="65" height="65" data-path="images/providers/light/vercel.svg" />

    <img className="hidden dark:block w-5 h-5" src="https://mintcdn.com/langchain-5e9cc07a-preview-docsja-1783484944-f86c4f0/nnKgmAH8bHPkB-un/images/providers/dark/vercel.svg?fit=max&auto=format&n=nnKgmAH8bHPkB-un&q=85&s=a276023530877b32c277965c33ebaaec" alt="" width="65" height="65" data-path="images/providers/dark/vercel.svg" />

    <span className="font-semibold">Vercel</span>
  </a>
</div>

If you'd like to contribute a sandbox, see [Implement a sandbox integration](/oss/python/contributing/implement-langchain).

***

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