> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsad-1783626803-78b8fc7.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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/brand/docs-favicon.png?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=4b77d3a67f85c29480a88809a20c7485" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/agentcore.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=f7524d7b6690517c8af12ef07f3a8175" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/agentcore.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=2b68255005d393bf03662722296fd490" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/daytona.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=0f391e1ee00ced777cfca592db80fb28" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/daytona.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=d077b6b5775669c647cbce2eb62cf373" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/e2b.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=daa5f0980a634eff8aa9abc0a470afe3" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/e2b.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=3cf15649b6194100111d97ed7bda0ab3" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/modal.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=86ec6d820b9f8388d3a25457cc1ab2f6" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/modal.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=c87be7cc17c1e18145a8fec7304b538b" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/runloop.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=0d1621441a723f59fee925913cab4a84" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/runloop.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=bfa3c1d04f2c779e8681bb585c37d6e2" 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-docsad-1783626803-78b8fc7/5kI6JeMf8mzX_BaO/images/providers/light/vercel.svg?fit=max&auto=format&n=5kI6JeMf8mzX_BaO&q=85&s=b2ed23c12b343b4c49a5a08e6cec4b71" 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-docsad-1783626803-78b8fc7/PYyS6quENie4DnQ2/images/providers/dark/vercel.svg?fit=max&auto=format&n=PYyS6quENie4DnQ2&q=85&s=530b68e88b8ef978732f88cdc963e4ed" 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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