> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-opensw-1784232316-f00b15e.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-opensw-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/brand/docs-favicon.png?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=b26fac70117272f9dd8ba0d6e632d58d" 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-opensw-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/agentcore.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=53ddde668d05cebc10e2d22167001041" 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-opensw-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/agentcore.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=4eff85eca0dc51fdad5c16e5a429049a" 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-opensw-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/daytona.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=a2da4c301d48b9d63fb16d1e516b553a" 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-opensw-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/daytona.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=71ae77820384ed09b12cc9cba89071e9" 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-opensw-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/e2b.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=114f76157fa0d0072a5ecb882858cbeb" 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-opensw-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/e2b.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=3bb43ab0288dcad2edd6b15014cfeeb5" 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-opensw-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/modal.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=7e9347913c23cfefa8e0bb6ec923625d" 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-opensw-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/modal.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=1b22ffd075a4e051aaca83be44ae4830" 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-opensw-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/runloop.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=7a35d18304e2ebd1f933a5542b218b9a" 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-opensw-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/runloop.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=6a4988fd64acfb9caeb78590d025059c" 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-opensw-1784232316-f00b15e/Yifj4SdrAsN24NF0/images/providers/light/vercel.svg?fit=max&auto=format&n=Yifj4SdrAsN24NF0&q=85&s=8508c96a28ae999150be1004f7b94836" 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-opensw-1784232316-f00b15e/j-AcKgR5UdVmOay_/images/providers/dark/vercel.svg?fit=max&auto=format&n=j-AcKgR5UdVmOay_&q=85&s=7238e3f648c6c7784415d0f94398740d" 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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