> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsdc-1784841011-9449b82.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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/brand/docs-favicon.png?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=423bfc3aa4590117a01cb2f9522a4763" alt="" noZoom 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/agentcore.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=61a7acf3ab6911c8d6edf0b865c255e7" alt="" noZoom 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/agentcore.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=813fe1fc6d68fc864898a5a8ddcfa1b1" alt="" noZoom 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/daytona.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=3c817cd91dcbe91133fba196395c278b" alt="" noZoom 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/daytona.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=118a055c5cc0c8059486dddb4f4fdbac" alt="" noZoom 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/e2b.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=47979e3e3e3a6dfdc94824e2b03e6119" alt="" noZoom 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/e2b.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=cfd2e94cb6abc24a668e4e82cff8f9bf" alt="" noZoom 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/modal.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=6124feff546b88e159c8750c61dbde81" alt="" noZoom 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/modal.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=7f949aef667647d757acbde08d0871db" alt="" noZoom 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/runloop.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=61bb21c0975595475ca9cdff091f3b3a" alt="" noZoom 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/runloop.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=ee72edf3fff68a8e4836171b7e263102" alt="" noZoom 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-docsdc-1784841011-9449b82/MHiiwQcpoZdUeL95/images/providers/light/vercel.svg?fit=max&auto=format&n=MHiiwQcpoZdUeL95&q=85&s=ad1af8b843d85f01b5e872b23b99bd2f" alt="" noZoom 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-docsdc-1784841011-9449b82/GaPSNoPEkz0cVmxb/images/providers/dark/vercel.svg?fit=max&auto=format&n=GaPSNoPEkz0cVmxb&q=85&s=a4785ff85a32c659eb0fbefbdf05b45b" alt="" noZoom 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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