> ## Documentation Index
> Fetch the complete documentation index at: https://langchain-5e9cc07a-preview-docscl-1783712772-37c510e.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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/brand/docs-favicon.png?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=675b7b84e36d03667007aa30b5ef3dde" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/agentcore.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=1c7f0fd24d6e89f76c3bd6eaac9dc763" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/agentcore.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=6bc9e8287c68f957f7a4d3e2d09ec18f" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/daytona.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=5754baa24bb924b0aabb68b340c3868d" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/daytona.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=b47c3df00718d3a41a3fead3430fb59c" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/e2b.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=682f2e5ad3fd70b7a971fc2964723658" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/e2b.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=5d1140a97a2a22f54408bf065ca921b9" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/modal.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=2bccfe69e1d845e136f9e1b72c343e13" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/modal.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=d8e7be660905b697a74679e8a95fa60c" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/runloop.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=f443dffecb37c975b34deb54c3be280b" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/runloop.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=3c832ee19729531cd2778b4a2fc413db" 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-docscl-1783712772-37c510e/x20t2NbAjbeNMfKz/images/providers/light/vercel.svg?fit=max&auto=format&n=x20t2NbAjbeNMfKz&q=85&s=2ac00078a1087c2640a417ff69494cfa" 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-docscl-1783712772-37c510e/1pX7L1zxRj44r19S/images/providers/dark/vercel.svg?fit=max&auto=format&n=1pX7L1zxRj44r19S&q=85&s=03e14c1208149cbccae9bee59e01452f" 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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