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height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-right w-4 h-4 ml-2 text-zinc-400 group-hover:text-white"><path d="m9 18 6-6-6-6"></path></svg></button></div><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/code-interpreting/streaming"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Streaming</span></div></a><div><button class="group flex items-center justify-between w-full text-left px-2 py-1 rounded-md transition-colors hover:text-white text-zinc-400 bg-transparent"><div class="flex items-center justify-start gap-1"><h3 class="text-sm font-medium group-hover:text-white">Supported languages</h3></div><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-right w-4 h-4 ml-2 text-zinc-400 group-hover:text-white"><path d="m9 18 6-6-6-6"></path></svg></button></div></ul></div><div class="ml-2 h-px bg-white/5 my-4"></div></li><li class="relative"><div class="pl-2 mb-1 flex items-center justify-start gap-1"><h2 class="text-2xs font-medium text-white">Sandbox</h2></div><div class="relative"><ul role="list" class="border-l border-transparent"><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/sandbox"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Lifecycle</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/sandbox/persistence"><div class="flex items-center justify-start gap-1 overflow-hidden"><div class="flex items-center gap-2"><span class="truncate">Persistence</span><span class="relative top-[1.5px] font-mono text-[0.625rem] font-semibold text-brand-400 bg-brand-1000 ring-1 ring-inset rounded-lg px-1.5 ring-brand-400/20">New</span></div></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/sandbox/metrics"><div class="flex items-center justify-start gap-1 overflow-hidden"><div class="flex items-center gap-2"><span class="truncate">Metrics</span><span class="relative top-[1.5px] font-mono text-[0.625rem] font-semibold text-brand-400 bg-brand-1000 ring-1 ring-inset rounded-lg px-1.5 ring-brand-400/20">New</span></div></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/sandbox/metadata"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Metadata</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/sandbox/environment-variables"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Environment variables</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/sandbox/list"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">List running sandboxes</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/sandbox/connect"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Connect to running sandbox</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/sandbox/internet-access"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Internet access</span></div></a></ul></div><div class="ml-2 h-px bg-white/5 my-4"></div></li><li class="relative"><div class="pl-2 mb-1 flex items-center justify-start gap-1"><h2 class="text-2xs font-medium text-white">Templates</h2></div><div class="relative"><ul role="list" class="border-l border-transparent"><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/sandbox-template"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Sandbox customization</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/sandbox-template/start-cmd"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Start command</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/sandbox-template/customize-cpu-ram"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Customize CPU & RAM</span></div></a></ul></div><div class="ml-2 h-px bg-white/5 my-4"></div></li><li class="relative"><div class="pl-2 mb-1 flex items-center justify-start gap-1"><h2 class="text-2xs font-medium text-white">Filesystem</h2></div><div class="relative"><ul role="list" class="border-l border-transparent"><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/filesystem"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Overview</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/filesystem/read-write"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Read & write</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/filesystem/watch"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Watch directory for changes</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/filesystem/upload"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Upload data</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/filesystem/download"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Download data</span></div></a></ul></div><div class="ml-2 h-px bg-white/5 my-4"></div></li><li class="relative"><div class="pl-2 mb-1 flex items-center justify-start gap-1"><h2 class="text-2xs font-medium text-white">Commands</h2></div><div class="relative"><ul role="list" class="border-l border-transparent"><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/commands"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Overview</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/commands/streaming"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Streaming</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/commands/background"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Run commands in background</span></div></a></ul></div><div class="ml-2 h-px bg-white/5 my-4"></div></li><li class="relative"><div class="pl-2 mb-1 flex items-center justify-start gap-1"><h2 class="text-2xs font-medium text-white">CLI</h2></div><div class="relative"><ul role="list" class="border-l border-transparent"><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/cli"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Installation</span></div></a><a class="flex justify-between mb-[2px] py-1 px-2 text-sm transition rounded-md hover:bg-zinc-800 transition-colors hover:text-white text-zinc-400 bg-transparent font-medium" href="/docs/cli/auth"><div class="flex items-center justify-start gap-1 overflow-hidden"><span class="truncate">Authentication</span></div></a><a 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font-medium px-2 py-1 rounded-md text-white bg-zinc-800" href="/docs">Documentation</a></div></div><div class="flex items-center gap-4"><nav class="hidden md:block"><ul role="list" class="flex items-center gap-4"><template data-dgst="BAILOUT_TO_CLIENT_SIDE_RENDERING"></template></ul></nav></div></div><article class="mx-auto flex h-full max-w-6xl flex-col pb-10 pt-20 md:pt-18"><div class="flex-auto prose dark:prose-invert max-w-full"><div class="absolute inset-0 -z-10 mx-0 max-w-none overflow-hidden"><div class="absolute left-1/2 top-0 ml-[-38rem] h-[25rem] w-[81.25rem] dark:[mask-image:linear-gradient(white,transparent)]"><div class="absolute inset-0 bg-gradient-to-r from-[#FF8800] to-[#F15B03] opacity-40 [mask-image:radial-gradient(farthest-side_at_top,white,transparent)] dark:from-[#FF8800]/30 dark:to-[#F15B03]/30 dark:opacity-100"><svg aria-hidden="true" class="absolute inset-x-0 inset-y-[-50%] h-[200%] w-full skew-y-[-18deg] fill-black/40 stroke-black/50 mix-blend-overlay 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939.482L618.416 787.772C614.23 780.522 603.765 780.522 599.58 787.772L511.992 939.482C507.148 947.872 494.577 946.218 492.07 936.859L420.903 671.264C417.794 659.661 405.868 652.775 394.265 655.884L128.673 727.052C119.314 729.56 111.596 719.501 116.44 711.11L204.01 559.429C208.196 552.179 202.964 543.117 194.593 543.117L19.4604 543.115C9.7718 543.115 4.91989 531.401 11.7708 524.55L206.2 330.125C214.694 321.631 214.694 307.859 206.2 299.365L11.7709 104.935C4.92002 98.0843 9.7722 86.3703 19.4608 86.3705L194.574 86.3727C202.946 86.3728 208.178 77.3103 203.992 70.0603L116.44 -81.5889C111.596 -89.9796 119.314 -100.038 128.673 -97.5307L394.265 -26.3628C405.868 -23.2537 417.794 -30.1394 420.903 -41.7424L492.07 -307.338C494.577 -316.696 507.148 -318.351 511.992 -309.961L599.579 -158.251C603.765 -151.001 614.23 -151.001 618.415 -158.251L706.002 -309.961C710.847 -318.351 723.417 -316.696 725.925 -307.338L797.092 -41.7424C800.201 -30.1394 812.127 -23.2537 823.73 -26.3628L1089.32 -97.5307C1098.68 -100.038 1106.4 -89.9796 1101.55 -81.5889L1014 70.0603C1009.82 77.3104 1015.05 86.3728 1023.42 86.3727L1198.54 86.3705C1208.23 86.3703 1213.08 98.0843 1206.23 104.935L1011.8 299.365C1003.31 307.859 1003.31 321.631 1011.8 330.125L1206.23 524.55C1213.08 531.401 1208.23 543.115 1198.54 543.115L1023.4 543.117ZM956.559 126.236C964.426 118.368 956.801 105.162 946.054 108.041L709.546 171.416C697.943 174.525 686.016 167.64 682.907 156.036L619.502 -80.5935C616.622 -91.3406 601.373 -91.3407 598.493 -80.5936L535.087 156.036C531.978 167.64 520.052 174.525 508.449 171.416L271.949 108.044C261.202 105.164 253.577 118.37 261.444 126.238L434.574 299.368C443.068 307.862 443.068 321.634 434.574 330.127L261.403 503.294C253.536 511.162 261.161 524.368 271.908 521.489L508.449 458.105C520.052 454.996 531.978 461.882 535.087 473.485L598.493 710.116C601.373 720.863 616.622 720.863 619.502 710.116L682.908 473.485C686.017 461.882 697.943 454.996 709.546 458.105L946.095 521.491C956.842 524.37 964.467 511.164 956.599 503.296L783.427 330.127C774.933 321.634 774.933 307.862 783.427 299.368L956.559 126.236Z" fill="url(#paint0_linear_13_7033)"></path><defs><linearGradient id="paint0_linear_13_7033" x1="609" y1="10.0006" x2="609" y2="692.501" gradientUnits="userSpaceOnUse"><stop stop-color="#333333" stop-opacity="0.29"></stop><stop offset="1" stop-color="#333333"></stop></linearGradient></defs></svg></div></div> <h1>E2B Documentation</h1> <p>Here you'll find all the guides, concepts, and SDK references for developing with E2B.</p> <button type="button" aria-hidden="true" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></button><div class="not-prose my-6 overflow-hidden rounded-2xl bg-zinc-900 shadow-md dark:ring-1 dark:ring-white/10"><div class="flex min-h-[calc(theme(spacing.12)+1px)] flex-wrap items-center justify-between gap-x-4 border-b border-zinc-800 bg-transparent"><div class="flex flex-col items-start w-full"><div class="w-full border-b border-white/5 -mb-px flex gap-4 text-xs font-medium" role="tablist" aria-orientation="horizontal"><button class="border-b py-3 transition ui-not-focus-visible:outline-none border-brand-500 text-brand-400" id="code-tab-0" role="tab" type="button" aria-selected="true" tabindex="0" data-headlessui-state="selected"><div class=" flex items-center px-1 gap-1 "><img alt="" loading="lazy" width="48" height="48" decoding="async" data-nimg="1" class="h-7 w-7" style="color:transparent" src="https://e2b-9yi15ygme-e2b.vercel.app/_next/static/media/node.ffbff9e8.svg"/>JavaScript & TypeScript</div></button><button class="border-b py-3 transition ui-not-focus-visible:outline-none border-transparent text-zinc-400 hover:text-zinc-300" id="code-tab-1" role="tab" type="button" aria-selected="false" tabindex="-1" data-headlessui-state=""><div class=" flex items-center px-1 gap-1 "><img alt="" loading="lazy" width="48" height="48" decoding="async" data-nimg="1" class="h-7 w-7" style="color:transparent" src="https://e2b-9yi15ygme-e2b.vercel.app/_next/static/media/python.c624d255.svg"/>Python</div></button></div><div class="flex items-center justify-start space-x-2 p-2"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-terminal text-white"><polyline points="4 17 10 11 4 5"></polyline><line x1="12" x2="20" y1="19" y2="19"></line></svg><span class="text-xs font-mono font-medium text-white">Terminal</span></div></div></div><div><div id="code-tab-0" role="tabpanel" tabindex="0" data-headlessui-state="selected"><div class="group relative dark:bg-white/2.5"><div class=" absolute right-3 top-[-40px] "></div><pre class="overflow-x-auto p-4 text-xs text-white"><code class="language-bash"><span class=""><span style="color: var(--shiki-color-text)">npm i @e2b/code-interpreter</span></span> <span class=""></span></code></pre><button type="button" tabindex="-1" class="right-4 top-3.5 group/button absolute overflow-hidden rounded-full border border-zinc-700 py-1 pl-2 pr-3 text-2xs font-medium opacity-0 transition focus:opacity-100 group-hover:opacity-100 dark:hover:bg-red-500/ bg-white/5 hover:bg-white/7.5 dark:bg-white/2.5"><span aria-hidden="false" class="pointer-events-none flex items-center justify-center gap-0.5 text-zinc-400 transition duration-300"><svg viewBox="0 0 20 20" aria-hidden="true" class="h-5 w-5 fill-zinc-500/20 stroke-zinc-500 transition-colors group-hover/button:stroke-zinc-400"><path stroke-width="0" d="M5.5 13.5v-5a2 2 0 0 1 2-2l.447-.894A2 2 0 0 1 9.737 4.5h.527a2 2 0 0 1 1.789 1.106l.447.894a2 2 0 0 1 2 2v5a2 2 0 0 1-2 2h-5a2 2 0 0 1-2-2Z"></path><path fill="none" stroke-linejoin="round" d="M12.5 6.5a2 2 0 0 1 2 2v5a2 2 0 0 1-2 2h-5a2 2 0 0 1-2-2v-5a2 2 0 0 1 2-2m5 0-.447-.894a2 2 0 0 0-1.79-1.106h-.527a2 2 0 0 0-1.789 1.106L7.5 6.5m5 0-1 1h-3l-1-1"></path></svg>Copy</span><span aria-hidden="true" class="pointer-events-none absolute inset-0 flex items-center justify-center text-brand-400 transition duration-300 translate-y-1.5 opacity-0">Copied!</span></button></div></div><span id="code-tab-1" role="tabpanel" tabindex="-1" style="position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0"></span></div></div> <h2 class="scroll-mt-24" id="what-is-e2-b"><a class="group text-inherit no-underline hover:text-inherit" href="#what-is-e2-b">What is E2B?</a></h2> <p class="lead">E2B is an <a href="https://github.com/e2b-dev">open-source</a> infrastructure that allows you to run AI-generated code in secure isolated sandboxes in the cloud. To start and control sandboxes, use our <a href="https://pypi.org/project/e2b/">Python SDK</a> or <a href="https://www.npmjs.com/package/e2b">JavaScript SDK</a>.</p> <p>Some of the typical use cases for E2B are AI data analysis or visualization, running AI-generated code of various languages, playground for coding agents, environment for codegen evals, or running full AI-generated apps like in <a href="https://github.com/e2b-dev/fragments">Fragments</a>.</p> <h3 class="scroll-mt-24" id="under-the-hood"><a class="group text-inherit no-underline hover:text-inherit" href="#under-the-hood">Under the hood</a></h3> <p>The E2B Sandbox is a small isolated VM the can be started very quickly (~150ms). You can think of it as a small computer for the AI model. You can run many sandboxes at once. Typically, you run separate sandbox for each LLM, user, or AI agent session in your app. For example, if you were building an AI data analysis chatbot, you would start the sandbox for every user session.</p> <h2 class="scroll-mt-24" id="quickstart"><a class="group text-inherit no-underline hover:text-inherit" href="#quickstart">Quickstart</a></h2> <div class="xl:max-w-none"><div class="mt-4 not-prose grid grid-cols-1 gap-8 sm:grid-cols-2 xl:grid-cols-4"><div class="group relative flex rounded-2xl transition-shadow hover:shadow-md bg-white/2.5 hover:shadow-black/5"><div class="absolute inset-0 rounded-2xl ring-1 ring-inset ring-white/10 group-hover:ring-white/20"></div><div class="relative rounded-2xl px-4 pb-4 pt-16"><div class="flex h-8 w-8 items-center justify-center rounded-full backdrop-blur-[2px] transition duration-300 ring-1 ring-white/15 bg-white/7.5 group-hover:bg-brand-300/10 group-hover:ring-brand-400"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-circle-play h-5 w-5 transition-colors duration-300 fill-white/10 stroke-zinc-400 group-hover:fill-brand-300/10 group-hover:stroke-brand-400"><circle cx="12" cy="12" r="10"></circle><polygon points="10 8 16 12 10 16 10 8"></polygon></svg></div><h3 class="mt-4 text-sm font-semibold leading-7 text-white"><a href="/docs/quickstart"><span class="absolute inset-0 rounded-2xl"></span>Running your first Sandbox</a></h3><p class="mt-1 text-sm text-zinc-400">Learn how to start your first E2B Sandbox with our Python or JavaScript SDK.</p></div></div><div class="group relative flex rounded-2xl transition-shadow hover:shadow-md bg-white/2.5 hover:shadow-black/5"><div class="absolute inset-0 rounded-2xl ring-1 ring-inset ring-white/10 group-hover:ring-white/20"></div><div class="relative rounded-2xl px-4 pb-4 pt-16"><div class="flex h-8 w-8 items-center justify-center rounded-full backdrop-blur-[2px] transition duration-300 ring-1 ring-white/15 bg-white/7.5 group-hover:bg-brand-300/10 group-hover:ring-brand-400"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-brain-circuit h-5 w-5 transition-colors duration-300 fill-white/10 stroke-zinc-400 group-hover:fill-brand-300/10 group-hover:stroke-brand-400"><path d="M12 5a3 3 0 1 0-5.997.125 4 4 0 0 0-2.526 5.77 4 4 0 0 0 .556 6.588A4 4 0 1 0 12 18Z"></path><path d="M9 13a4.5 4.5 0 0 0 3-4"></path><path d="M6.003 5.125A3 3 0 0 0 6.401 6.5"></path><path d="M3.477 10.896a4 4 0 0 1 .585-.396"></path><path d="M6 18a4 4 0 0 1-1.967-.516"></path><path d="M12 13h4"></path><path d="M12 18h6a2 2 0 0 1 2 2v1"></path><path d="M12 8h8"></path><path d="M16 8V5a2 2 0 0 1 2-2"></path><circle cx="16" cy="13" r=".5"></circle><circle cx="18" cy="3" r=".5"></circle><circle cx="20" cy="21" r=".5"></circle><circle cx="20" cy="8" r=".5"></circle></svg></div><h3 class="mt-4 text-sm font-semibold leading-7 text-white"><a href="/docs/quickstart/connect-llms"><span class="absolute inset-0 rounded-2xl"></span>Connecting LLMs to E2B</a></h3><p class="mt-1 text-sm text-zinc-400">Connect your favorite LLM to E2B to run AI-generated code inside the Sandbox.</p></div></div><div class="group relative flex rounded-2xl transition-shadow hover:shadow-md bg-white/2.5 hover:shadow-black/5"><div class="absolute inset-0 rounded-2xl ring-1 ring-inset ring-white/10 group-hover:ring-white/20"></div><div class="relative rounded-2xl px-4 pb-4 pt-16"><div class="flex h-8 w-8 items-center justify-center rounded-full backdrop-blur-[2px] transition duration-300 ring-1 ring-white/15 bg-white/7.5 group-hover:bg-brand-300/10 group-hover:ring-brand-400"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-cloud-upload h-5 w-5 transition-colors duration-300 fill-white/10 stroke-zinc-400 group-hover:fill-brand-300/10 group-hover:stroke-brand-400"><path d="M12 13v8"></path><path d="M4 14.899A7 7 0 1 1 15.71 8h1.79a4.5 4.5 0 0 1 2.5 8.242"></path><path d="m8 17 4-4 4 4"></path></svg></div><h3 class="mt-4 text-sm font-semibold leading-7 text-white"><a href="/docs/quickstart/upload-download-files"><span class="absolute inset-0 rounded-2xl"></span>Uploading & downloading files</a></h3><p class="mt-1 text-sm text-zinc-400">A quick guide on how to upload and download files to and from the Sandbox.</p></div></div><div class="group relative flex rounded-2xl transition-shadow hover:shadow-md bg-white/2.5 hover:shadow-black/5"><div class="absolute inset-0 rounded-2xl ring-1 ring-inset ring-white/10 group-hover:ring-white/20"></div><div class="relative rounded-2xl px-4 pb-4 pt-16"><div class="flex h-8 w-8 items-center justify-center rounded-full backdrop-blur-[2px] transition duration-300 ring-1 ring-white/15 bg-white/7.5 group-hover:bg-brand-300/10 group-hover:ring-brand-400"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-package-plus h-5 w-5 transition-colors duration-300 fill-white/10 stroke-zinc-400 group-hover:fill-brand-300/10 group-hover:stroke-brand-400"><path d="M16 16h6"></path><path d="M19 13v6"></path><path d="M21 10V8a2 2 0 0 0-1-1.73l-7-4a2 2 0 0 0-2 0l-7 4A2 2 0 0 0 3 8v8a2 2 0 0 0 1 1.73l7 4a2 2 0 0 0 2 0l2-1.14"></path><path d="m7.5 4.27 9 5.15"></path><polyline points="3.29 7 12 12 20.71 7"></polyline><line x1="12" x2="12" y1="22" y2="12"></line></svg></div><h3 class="mt-4 text-sm font-semibold leading-7 text-white"><a href="/docs/quickstart/install-custom-packages"><span class="absolute inset-0 rounded-2xl"></span>Install custom packages</a></h3><p class="mt-1 text-sm text-zinc-400">Customize your Sandbox with third-party packages.</p></div></div></div></div> <h2 class="scroll-mt-24" id="code-interpreting-with-ai"><a class="group text-inherit no-underline hover:text-inherit" href="#code-interpreting-with-ai">Code interpreting with AI</a></h2> <div class="xl:max-w-none"><div class="mt-4 not-prose grid grid-cols-1 gap-8 sm:grid-cols-2 xl:grid-cols-4"><div class="group relative flex rounded-2xl transition-shadow hover:shadow-md bg-white/2.5 hover:shadow-black/5"><div class="absolute inset-0 rounded-2xl ring-1 ring-inset ring-white/10 group-hover:ring-white/20"></div><div class="relative rounded-2xl px-4 pb-4 pt-16"><div class="flex h-8 w-8 items-center justify-center rounded-full backdrop-blur-[2px] transition duration-300 ring-1 ring-white/15 bg-white/7.5 group-hover:bg-brand-300/10 group-hover:ring-brand-400"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-file-question h-5 w-5 transition-colors duration-300 fill-white/10 stroke-zinc-400 group-hover:fill-brand-300/10 group-hover:stroke-brand-400"><path d="M12 17h.01"></path><path d="M15 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V7z"></path><path d="M9.1 9a3 3 0 0 1 5.82 1c0 2-3 3-3 3"></path></svg></div><h3 class="mt-4 text-sm font-semibold leading-7 text-white"><a href="/docs/code-interpreting/analyze-data-with-ai"><span class="absolute inset-0 rounded-2xl"></span>Analyze data with AI</a></h3><p class="mt-1 text-sm text-zinc-400">Learn how to use E2B run AI-generated code to analyze yourdata.</p></div></div><div class="group relative flex rounded-2xl transition-shadow hover:shadow-md bg-white/2.5 hover:shadow-black/5"><div class="absolute inset-0 rounded-2xl ring-1 ring-inset ring-white/10 group-hover:ring-white/20"></div><div class="relative rounded-2xl px-4 pb-4 pt-16"><div class="flex h-8 w-8 items-center justify-center rounded-full backdrop-blur-[2px] transition duration-300 ring-1 ring-white/15 bg-white/7.5 group-hover:bg-brand-300/10 group-hover:ring-brand-400"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chart-no-axes-combined h-5 w-5 transition-colors duration-300 fill-white/10 stroke-zinc-400 group-hover:fill-brand-300/10 group-hover:stroke-brand-400"><path d="M12 16v5"></path><path d="M16 14v7"></path><path d="M20 10v11"></path><path d="m22 3-8.646 8.646a.5.5 0 0 1-.708 0L9.354 8.354a.5.5 0 0 0-.707 0L2 15"></path><path d="M4 18v3"></path><path d="M8 14v7"></path></svg></div><h3 class="mt-4 text-sm font-semibold leading-7 text-white"><a href="/docs/code-interpreting/create-charts-visualizations"><span class="absolute inset-0 rounded-2xl"></span>Create charts & visualizations</a></h3><p class="mt-1 text-sm text-zinc-400">Create interactive charts by running Python code in E2B.</p></div></div></div></div> <h2 class="scroll-mt-24" id="learn-the-core-concepts"><a class="group text-inherit no-underline hover:text-inherit" href="#learn-the-core-concepts">Learn the core concepts</a></h2> <div class="xl:max-w-none"><div class="mt-4 not-prose grid grid-cols-1 gap-8 sm:grid-cols-2 xl:grid-cols-4"><div class="group relative flex rounded-2xl transition-shadow hover:shadow-md bg-none hover:bg-none"><div class="absolute inset-0 rounded-2xl ring-0 outline-none"></div><div class="relative flex items-start justify-start gap-4"><div class="flex h-8 w-8 items-center justify-center rounded-full backdrop-blur-[2px] transition duration-300 bg-none ring-0"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-hourglass h-6 w-6 transition-colors duration-300 fill-white/10 stroke-zinc-400 group-hover:fill-brand-300/10 group-hover:stroke-brand-400"><path d="M5 22h14"></path><path d="M5 2h14"></path><path d="M17 22v-4.172a2 2 0 0 0-.586-1.414L12 12l-4.414 4.414A2 2 0 0 0 7 17.828V22"></path><path d="M7 2v4.172a2 2 0 0 0 .586 1.414L12 12l4.414-4.414A2 2 0 0 0 17 6.172V2"></path></svg></div><div class="flex flex-col gap-1 items-start justify-start"><h3 class="text-sm font-semibold leading-7 text-white"><a href="/docs/sandbox"><span class="absolute inset-0 rounded-2xl"></span>Sandbox lifecycle</a></h3><p class="mt-1 text-sm text-zinc-400">Learn about how to start the sandbox, manage its lifecycle, and interact with it.</p></div></div></div><div class="group relative flex rounded-2xl transition-shadow hover:shadow-md bg-none hover:bg-none"><div class="absolute inset-0 rounded-2xl ring-0 outline-none"></div><div class="relative flex items-start justify-start gap-4"><div class="flex h-8 w-8 items-center justify-center rounded-full backdrop-blur-[2px] transition duration-300 bg-none ring-0"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-refresh-ccw h-6 w-6 transition-colors duration-300 fill-white/10 stroke-zinc-400 group-hover:fill-brand-300/10 group-hover:stroke-brand-400"><path d="M21 12a9 9 0 0 0-9-9 9.75 9.75 0 0 0-6.74 2.74L3 8"></path><path d="M3 3v5h5"></path><path d="M3 12a9 9 0 0 0 9 9 9.75 9.75 0 0 0 6.74-2.74L21 16"></path><path d="M16 16h5v5"></path></svg></div><div class="flex flex-col gap-1 items-start justify-start"><h3 class="text-sm font-semibold leading-7 text-white"><a href="/docs/sandbox/persistence"><span class="absolute inset-0 rounded-2xl"></span>Sandbox persistence</a></h3><p class="mt-1 text-sm text-zinc-400">Learn how to achieve data persistence by pausing and resuming sandboxes.</p></div></div></div><div class="group relative flex rounded-2xl transition-shadow hover:shadow-md bg-none hover:bg-none"><div class="absolute inset-0 rounded-2xl ring-0 outline-none"></div><div class="relative flex items-start justify-start gap-4"><div class="flex h-8 w-8 items-center justify-center rounded-full backdrop-blur-[2px] transition duration-300 bg-none ring-0"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-folder-tree h-6 w-6 transition-colors duration-300 fill-white/10 stroke-zinc-400 group-hover:fill-brand-300/10 group-hover:stroke-brand-400"><path d="M20 10a1 1 0 0 0 1-1V6a1 1 0 0 0-1-1h-2.5a1 1 0 0 1-.8-.4l-.9-1.2A1 1 0 0 0 15 3h-2a1 1 0 0 0-1 1v5a1 1 0 0 0 1 1Z"></path><path d="M20 21a1 1 0 0 0 1-1v-3a1 1 0 0 0-1-1h-2.9a1 1 0 0 1-.88-.55l-.42-.85a1 1 0 0 0-.92-.6H13a1 1 0 0 0-1 1v5a1 1 0 0 0 1 1Z"></path><path d="M3 5a2 2 0 0 0 2 2h3"></path><path d="M3 3v13a2 2 0 0 0 2 2h3"></path></svg></div><div class="flex flex-col gap-1 items-start justify-start"><h3 class="text-sm font-semibold leading-7 text-white"><a href="/docs/filesystem"><span class="absolute inset-0 rounded-2xl"></span>Filesystem</a></h3><p class="mt-1 text-sm text-zinc-400">Sandbox has an isolated filesystem that you can use to create, read, write, and delete files.</p></div></div></div><div class="group relative flex rounded-2xl transition-shadow hover:shadow-md bg-none hover:bg-none"><div class="absolute inset-0 rounded-2xl ring-0 outline-none"></div><div class="relative flex items-start justify-start gap-4"><div class="flex h-8 w-8 items-center justify-center rounded-full backdrop-blur-[2px] transition duration-300 bg-none ring-0"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" 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