> ## 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 class="integration-downloads-table">
  | Integration                                                                                     | Downloads                                                                                                                                                                                                                                                                            |
  | :---------------------------------------------------------------------------------------------- | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
  | [`DaytonaSandbox`](/oss/python/integrations/sandboxes/daytona)                                  | <span data-sort-value="240000"><a href="https://pypi.org/project/langchain-daytona/" target="_blank">  <img src="https://static.pepy.tech/badge/langchain-daytona/month" alt="Downloads per month" noZoom class="rounded not-prose" /></a></span>                                    |
  | [`ModalSandbox`](/oss/python/integrations/sandboxes/modal)                                      | <span data-sort-value="88000"><a href="https://pypi.org/project/langchain-modal/" target="_blank">  <img src="https://static.pepy.tech/badge/langchain-modal/month" alt="Downloads per month" noZoom class="rounded not-prose" /></a></span>                                         |
  | [`AgentCoreSandbox`](/oss/python/integrations/sandboxes/aws)                                    | <span data-sort-value="62000"><a href="https://pypi.org/project/langchain-agentcore-codeinterpreter/" target="_blank">  <img src="https://static.pepy.tech/badge/langchain-agentcore-codeinterpreter/month" alt="Downloads per month" noZoom class="rounded not-prose" /></a></span> |
  | [`RunloopSandbox`](https://docs.runloop.ai/docs/overview/what-is-runloop)                       | <span data-sort-value="25000"><a href="https://pypi.org/project/langchain-runloop/" target="_blank">  <img src="https://static.pepy.tech/badge/langchain-runloop/month" alt="Downloads per month" noZoom class="rounded not-prose" /></a></span>                                     |
  | [`VercelSandbox`](https://vercel.com/docs/sandbox)                                              | <span data-sort-value="24000"><a href="https://pypi.org/project/langchain-vercel-sandbox/" target="_blank">  <img src="https://static.pepy.tech/badge/langchain-vercel-sandbox/month" alt="Downloads per month" noZoom class="rounded not-prose" /></a></span>                       |
  | [`E2BSandbox`](https://e2b.dev/docs)                                                            | <span data-sort-value="17000"><a href="https://pypi.org/project/langchain-e2b/" target="_blank">  <img src="https://static.pepy.tech/badge/langchain-e2b/month" alt="Downloads per month" noZoom class="rounded not-prose" /></a></span>                                             |
  | [`BaponiSandbox`](https://baponi.ai/docs/guides/deep-agents)                                    | <span data-sort-value="727"><a href="https://pypi.org/project/langchain-baponi/" target="_blank">  <img src="https://static.pepy.tech/badge/langchain-baponi/month" alt="Downloads per month" noZoom class="rounded not-prose" /></a></span>                                         |
  | [`OpenShellSandbox`](https://github.com/langchain-ai/langchain-nvidia/tree/main/libs/openshell) | <span data-sort-value="334"><a href="https://pypi.org/project/langchain-nvidia-openshell/" target="_blank">  <img src="https://static.pepy.tech/badge/langchain-nvidia-openshell/month" alt="Downloads per month" noZoom class="rounded not-prose" /></a></span>                     |
  | [`IsloSandbox`](https://docs.islo.dev)                                                          | <span data-sort-value="306"><a href="https://pypi.org/project/langchain-islo/" target="_blank">  <img src="https://static.pepy.tech/badge/langchain-islo/month" alt="Downloads per month" noZoom class="rounded not-prose" /></a></span>                                             |
  | [`UpstashBoxSandbox`](https://upstash.com/docs/box/overall/quickstart)                          | <span data-sort-value="211"><a href="https://pypi.org/project/langchain-upstash-box/" target="_blank">  <img src="https://static.pepy.tech/badge/langchain-upstash-box/month" alt="Downloads per month" noZoom class="rounded not-prose" /></a></span>                               |
  | [`Leap0Sandbox`](https://leap0.dev/docs)                                                        | <span data-sort-value="179"><a href="https://pypi.org/project/langchain-leap0/" target="_blank">  <img src="https://static.pepy.tech/badge/langchain-leap0/month" alt="Downloads per month" noZoom class="rounded not-prose" /></a></span>                                           |
  | [`SuperserveSandbox`](https://docs.superserve.ai/introduction)                                  | <span data-sort-value="135"><a href="https://pypi.org/project/langchain-superserve/" target="_blank">  <img src="https://static.pepy.tech/badge/langchain-superserve/month" alt="Downloads per month" noZoom class="rounded not-prose" /></a></span>                                 |
  | [`LangSmith sandbox`](/oss/python/integrations/sandboxes/langsmith)                             | <span data-sort-value="-1">N/A</span>                                                                                                                                                                                                                                                |
</div>

If you'd like to contribute a sandbox, see [Implement a sandbox integration](/oss/python/contributing/implement-langchain).

***

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