> ## Documentation Index
> Fetch the complete documentation index at: https://docs.langchain.com/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/8njVp3mXF3LrAS1d/images/brand/docs-favicon.png?fit=max&auto=format&n=8njVp3mXF3LrAS1d&q=85&s=a61c2b4666f558992e1fd44750b08465" 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/Tz8fh3A43FeUPf69/images/providers/light/agentcore.svg?fit=max&auto=format&n=Tz8fh3A43FeUPf69&q=85&s=d986d77b9a56c626ea20e0a5e38fe759" 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/Tz8fh3A43FeUPf69/images/providers/dark/agentcore.svg?fit=max&auto=format&n=Tz8fh3A43FeUPf69&q=85&s=e992203e3e2161c291a9cbb308bfe30a" 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/Tz8fh3A43FeUPf69/images/providers/light/daytona.svg?fit=max&auto=format&n=Tz8fh3A43FeUPf69&q=85&s=a0fecf12bacb6c4a14ddfd40d4120ced" 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/Tz8fh3A43FeUPf69/images/providers/dark/daytona.svg?fit=max&auto=format&n=Tz8fh3A43FeUPf69&q=85&s=8cb4334dfcf218ef6171336e727889b8" 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/mmDyW7VV87ASYJY_/images/providers/light/e2b.svg?fit=max&auto=format&n=mmDyW7VV87ASYJY_&q=85&s=c0fac8df5a756af84b270c1902082c21" 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/Y0u10mI2PDWBaG-d/images/providers/dark/e2b.svg?fit=max&auto=format&n=Y0u10mI2PDWBaG-d&q=85&s=52bafce1cc96bc041998342d96f99c89" 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/Tz8fh3A43FeUPf69/images/providers/light/modal.svg?fit=max&auto=format&n=Tz8fh3A43FeUPf69&q=85&s=89cf76ca2cf111ca5118a5041480fffe" 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/Tz8fh3A43FeUPf69/images/providers/dark/modal.svg?fit=max&auto=format&n=Tz8fh3A43FeUPf69&q=85&s=b579b4fb0840ee32e192b43c88edc18e" 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/Tz8fh3A43FeUPf69/images/providers/light/runloop.svg?fit=max&auto=format&n=Tz8fh3A43FeUPf69&q=85&s=293514f813869ffe7685dd1a77f50b3a" 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/Tz8fh3A43FeUPf69/images/providers/dark/runloop.svg?fit=max&auto=format&n=Tz8fh3A43FeUPf69&q=85&s=b3ab858f38b9104dfb376c105c7e313f" 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/z7oQGiHwXv52HwOy/images/providers/light/vercel.svg?fit=max&auto=format&n=z7oQGiHwXv52HwOy&q=85&s=76a0a441ec1730cb68635a19a2a29032" 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/ZPKed1feKJ8F6LVo/images/providers/dark/vercel.svg?fit=max&auto=format&n=ZPKed1feKJ8F6LVo&q=85&s=7fa15293664e1da6c5fa1319ae0182ec" 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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