> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsop-1783712953-3d6265d.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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/brand/docs-favicon.png?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=8b7ec27a7120aad8d0535575f1dd120e" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/agentcore.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=6e70b36f096386189769cc11260293ab" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/agentcore.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=3043a7b079a5011dcc61aa48a4a895d4" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/daytona.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=9110b1e3213723d456b174e1b46e3e5d" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/daytona.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=0c0f961e642382310e331d56d8a37556" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/e2b.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=794f0785c4fd6f0b0c4e41257db8ebc0" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/e2b.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=7ddb25b0ab8952bb6be5616becbf9c76" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/modal.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=383e7e8b4dcf5e0e3bc680c380bfd997" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/modal.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=75f2f4d18bcf8b0d8be56a12dc06ba8a" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/runloop.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=1749d8de38e94cda87fc65fd351e7753" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/runloop.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=9fe68988081a2f92a7822a62d30dc210" 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-docsop-1783712953-3d6265d/BLkaytuumrHwKFQK/images/providers/light/vercel.svg?fit=max&auto=format&n=BLkaytuumrHwKFQK&q=85&s=b81d3cf34bc8d0ed3c762ca96cc6e8f4" 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-docsop-1783712953-3d6265d/2htzBTbSp0Nt_IZ2/images/providers/dark/vercel.svg?fit=max&auto=format&n=2htzBTbSp0Nt_IZ2&q=85&s=53a4b4cd15843f04a01edc9d838483d4" 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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