> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-ent122-1783590571-e3e66b2.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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/brand/docs-favicon.png?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=c94722f77b3e26cbe42cb71e031ea254" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/agentcore.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=f21cb4b5c8cba3824e52e091bc197b98" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/agentcore.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=90433556ec430e362bd04b4cf95622d2" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/daytona.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=7de04f66acfcdb0e5a787cd3557e5e7e" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/daytona.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=1f72d49a71d0feccd85ea52ca6c16026" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/e2b.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=ea5a60c6c82bd1d756db9696ce96dfa5" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/e2b.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=c348c8d994a1511671f779ea353a06c4" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/modal.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=d35d66eea761fad72dceef91b03f6a55" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/modal.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=9a3bbec04b84be4afc6f06a37c88ebc7" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/runloop.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=68db57f7fe05ff0f6dd5428caf52b75f" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/runloop.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=8cb5f82c6038a57702ab373ea2f6a9ab" 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-ent122-1783590571-e3e66b2/xGbrEQPUlqEUCNm8/images/providers/light/vercel.svg?fit=max&auto=format&n=xGbrEQPUlqEUCNm8&q=85&s=0d95fd9813036982528ffd3e1630f387" 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-ent122-1783590571-e3e66b2/_mOajvkJnE4kA7q1/images/providers/dark/vercel.svg?fit=max&auto=format&n=_mOajvkJnE4kA7q1&q=85&s=f05c3fc40a98a385eea52e420fe70fc9" 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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