> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docsev-1783462547-87637e9.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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/brand/docs-favicon.png?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=e7a91904f581245ea3206e98b8ee05cd" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/agentcore.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=cb4dc2cc436e372134e1eb58ae50cc47" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/agentcore.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=300ac7f35efd8d8e259d65abd47f05c0" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/daytona.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=707bb3c379b1636249d3d188c2651178" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/daytona.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=15f56fdf58f3be09fac395ffb8cbabdc" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/e2b.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=3fe46031329100977423e39e56f62334" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/e2b.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=152981593f7555feb357a69acc88c798" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/modal.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=cee87fa94ae774f54c37ea7e7d88f748" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/modal.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=1915bbd3f924626d7d25c9b23b73ea6c" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/runloop.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=f4f3b6317cf469f9107aff2353448564" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/runloop.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=2b1b4c3c7749f09ae6a13e7ba38f8929" 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-docsev-1783462547-87637e9/9mg4t4KKdBnnGpo0/images/providers/light/vercel.svg?fit=max&auto=format&n=9mg4t4KKdBnnGpo0&q=85&s=d527c091a0ccebe4af378e10cc75c49c" 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-docsev-1783462547-87637e9/eEWQ4JzPAzSop-Cd/images/providers/dark/vercel.svg?fit=max&auto=format&n=eEWQ4JzPAzSop-Cd&q=85&s=48fb345133873d827f413e9ad5195645" 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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