import{s as Ys,n as Fs,o as Ls}from"../chunks/scheduler.ea9963d4.js";import{S as Vs,i as zs,e as g,s as a,c as p,h as Ps,a as h,d as n,b as e,f as _s,g as i,j as r,k as Bs,l as Ds,m as l,n as o,t as c,o as u,p as M}from"../chunks/index.2ecb6441.js";import{C as Xs,H as V,E as Os}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.b27212aa.js";import{C as y}from"../chunks/CodeBlock.5675cb3b.js";function Ks(Ws){let j,D,z,X,J,O,T,K,w,Es='<img src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/tiny-agents/legos.png" alt="meme"/>',ss,d,Zs="A squad of lightweight composable AI applications built on Hugging Face’s Inference Client and MCP stack.",ts,U,ns,f,ls,$,as,I,es,C,ps,b,Qs='You can load agents directly from the Hugging Face Hub <a href="https://huggingface.co/datasets/tiny-agents/tiny-agents" rel="nofollow">tiny-agents</a> Dataset, or specify a path to your own local agent configuration.',is,k,os,B,As="The simplest way to create your own agent is to create a folder containing an <code>agent.json</code> file:",cs,W,us,E,Ms,Z,qs="Or using a local or remote endpoint URL:",gs,Q,hs,A,Ss="Where <code>servers</code> is a list of MCP servers (we support Stdio, SSE, and HTTP servers).",rs,q,vs='Optionally, you can add an <a href="https://agents.md/" rel="nofollow"><code>AGENTS.md</code></a> (or <code>PROMPT.md</code>) file to override the default Agent prompt.',js,S,xs="Then just point tiny-agents to your local folder:",ys,v,ms,x,Gs="Voilà! 🔥",Js,G,Ts,N,Ns='Browse our curated collection of Tiny Agents at <a href="https://huggingface.co/datasets/tiny-agents/tiny-agents" rel="nofollow">https://huggingface.co/datasets/tiny-agents/tiny-agents</a>. Each agent is stored in its own subdirectory, following the structure outlined above. Running an agent from the Hub is as simple as using its <code>agent_id</code>. For example, to run the <a href="https://huggingface.co/datasets/tiny-agents/tiny-agents/tree/main/julien-c/flux-schnell-generator" rel="nofollow"><code>julien-c/flux-schnell-generator</code></a> agent:',ws,R,ds,m,Rs='<p>Want to share your own agent with the community? Submit a PR to the <a href="https://huggingface.co/datasets/tiny-agents/tiny-agents/discussions" rel="nofollow">Tiny Agents</a> repository on the Hub. Your submission must include an <code>agent.json</code> file, and you can optionally add a <code>PROMPT.md</code> or <a href="https://agents.md/" rel="nofollow"><code>AGENTS.md</code></a> file. To help others understand your agent’s capabilities, consider including an <code>EXAMPLES.md</code> file with sample prompts and use cases.</p>',Us,H,fs,_,$s,Y,Is,F,Hs="MIT",Cs,L,bs,P,ks;return J=new Xs({props:{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"}}),T=new V({props:{title:"@huggingface/tiny-agents",local:"huggingfacetiny-agents",headingTag:"h1"}}),U=new V({props:{title:"Installation",local:"installation",headingTag:"h2"}}),f=new y({props:{code:"bnBtJTIwaW5zdGFsbCUyMCU0MGh1Z2dpbmdmYWNlJTJGdGlueS1hZ2VudHMlMEElMjMlMjBvciUwQXBucG0lMjBhZGQlMjAlNDBodWdnaW5nZmFjZSUyRnRpbnktYWdlbnRz",highlighted:`npm install @huggingface/tiny-agents
<span class="hljs-comment"># or</span>
pnpm add @huggingface/tiny-agents`,wrap:!1}}),$=new V({props:{title:"CLI Usage",local:"cli-usage",headingTag:"h2"}}),I=new y({props:{code:"bnB4JTIwJTQwaHVnZ2luZ2ZhY2UlMkZ0aW55LWFnZW50cyUyMCU1QmNvbW1hbmQlNUQlMjAlMjJhZ2VudCUyRmlkJTIy",highlighted:'npx @huggingface/tiny-agents [<span class="hljs-built_in">command</span>] <span class="hljs-string">&quot;agent/id&quot;</span>',wrap:!1}}),C=new y({props:{code:"VXNhZ2UlM0ElMEElMjAlMjB0aW55LWFnZW50cyUyMCU1QmZsYWdzJTVEJTBBJTIwJTIwdGlueS1hZ2VudHMlMjBydW4lMjAlMjAlMjAlMjJhZ2VudCUyRmlkJTIyJTBBJTIwJTIwdGlueS1hZ2VudHMlMjBzZXJ2ZSUyMCUyMmFnZW50JTJGaWQlMjIlMEElMEFBdmFpbGFibGUlMjBDb21tYW5kcyUzQSUwQSUyMCUyMHJ1biUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMCUyMFJ1biUyMHRoZSUyMEFnZW50JTIwaW4lMjBjb21tYW5kLWxpbmUlMEElMjAlMjBzZXJ2ZSUyMCUyMCUyMCUyMCUyMCUyMCUyMFJ1biUyMHRoZSUyMEFnZW50JTIwYXMlMjBhbiUyME9wZW5BSS1jb21wYXRpYmxlJTIwSFRUUCUyMHNlcnZlcg==",highlighted:`Usage:
  tiny-agents [flags]
  tiny-agents <span class="hljs-built_in">run</span>   <span class="hljs-string">&quot;agent/id&quot;</span>
  tiny-agents serve <span class="hljs-string">&quot;agent/id&quot;</span>

Available Commands:
  <span class="hljs-built_in">run</span>         <span class="hljs-built_in">Run</span> the Agent <span class="hljs-keyword">in</span> command-line
  serve       <span class="hljs-built_in">Run</span> the Agent as an OpenAI-compatible HTTP server`,wrap:!1}}),k=new V({props:{title:"Define your own agent",local:"define-your-own-agent",headingTag:"h2"}}),W=new y({props:{code:"bWtkaXIlMjBteS1hZ2VudCUwQXRvdWNoJTIwbXktYWdlbnQlMkZhZ2VudC5qc29u",highlighted:`<span class="hljs-built_in">mkdir</span> my-agent
<span class="hljs-built_in">touch</span> my-agent/agent.json`,wrap:!1}}),E=new y({props:{code:"JTdCJTBBJTA5JTIybW9kZWwlMjIlM0ElMjAlMjJRd2VuJTJGUXdlbjIuNS03MkItSW5zdHJ1Y3QlMjIlMkMlMEElMDklMjJwcm92aWRlciUyMiUzQSUyMCUyMm5lYml1cyUyMiUyQyUwQSUwOSUyMnNlcnZlcnMlMjIlM0ElMjAlNUIlMEElMDklMDklN0IlMEElMDklMDklMDklMjJ0eXBlJTIyJTNBJTIwJTIyc3RkaW8lMjIlMkMlMEElMDklMDklMDklMjJjb21tYW5kJTIyJTNBJTIwJTIybnB4JTIyJTJDJTBBJTA5JTA5JTA5JTIyYXJncyUyMiUzQSUyMCU1QiUyMiU0MHBsYXl3cmlnaHQlMkZtY3AlNDBsYXRlc3QlMjIlNUQlMEElMDklMDklN0QlMEElMDklNUQlMEElN0Q=",highlighted:`<span class="hljs-punctuation">{</span>
	<span class="hljs-attr">&quot;model&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;Qwen/Qwen2.5-72B-Instruct&quot;</span><span class="hljs-punctuation">,</span>
	<span class="hljs-attr">&quot;provider&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;nebius&quot;</span><span class="hljs-punctuation">,</span>
	<span class="hljs-attr">&quot;servers&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
		<span class="hljs-punctuation">{</span>
			<span class="hljs-attr">&quot;type&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;stdio&quot;</span><span class="hljs-punctuation">,</span>
			<span class="hljs-attr">&quot;command&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;npx&quot;</span><span class="hljs-punctuation">,</span>
			<span class="hljs-attr">&quot;args&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span><span class="hljs-string">&quot;@playwright/mcp@latest&quot;</span><span class="hljs-punctuation">]</span>
		<span class="hljs-punctuation">}</span>
	<span class="hljs-punctuation">]</span>
<span class="hljs-punctuation">}</span>`,wrap:!1}}),Q=new y({props:{code:"JTdCJTBBJTA5JTIybW9kZWwlMjIlM0ElMjAlMjJRd2VuJTJGUXdlbjMtMzJCJTIyJTJDJTBBJTA5JTIyZW5kcG9pbnRVcmwlMjIlM0ElMjAlMjJodHRwJTNBJTJGJTJGbG9jYWxob3N0JTNBMTIzNCUyRnYxJTIyJTJDJTBBJTA5JTIyc2VydmVycyUyMiUzQSUyMCU1QiUwQSUwOSUwOSU3QiUwQSUwOSUwOSUwOSUyMnR5cGUlMjIlM0ElMjAlMjJzdGRpbyUyMiUyQyUwQSUwOSUwOSUwOSUyMmNvbW1hbmQlMjIlM0ElMjAlMjJucHglMjIlMkMlMEElMDklMDklMDklMjJhcmdzJTIyJTNBJTIwJTVCJTIyJTQwcGxheXdyaWdodCUyRm1jcCU0MGxhdGVzdCUyMiU1RCUwQSUwOSUwOSU3RCUwQSUwOSU1RCUwQSU3RCUwQQ==",highlighted:`<span class="hljs-punctuation">{</span>
	<span class="hljs-attr">&quot;model&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;Qwen/Qwen3-32B&quot;</span><span class="hljs-punctuation">,</span>
	<span class="hljs-attr">&quot;endpointUrl&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;http://localhost:1234/v1&quot;</span><span class="hljs-punctuation">,</span>
	<span class="hljs-attr">&quot;servers&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
		<span class="hljs-punctuation">{</span>
			<span class="hljs-attr">&quot;type&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;stdio&quot;</span><span class="hljs-punctuation">,</span>
			<span class="hljs-attr">&quot;command&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;npx&quot;</span><span class="hljs-punctuation">,</span>
			<span class="hljs-attr">&quot;args&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span><span class="hljs-string">&quot;@playwright/mcp@latest&quot;</span><span class="hljs-punctuation">]</span>
		<span class="hljs-punctuation">}</span>
	<span class="hljs-punctuation">]</span>
<span class="hljs-punctuation">}</span>
`,wrap:!1}}),v=new y({props:{code:"bnB4JTIwJTQwaHVnZ2luZ2ZhY2UlMkZ0aW55LWFnZW50cyUyMHJ1biUyMC4lMkZteS1hZ2VudA==",highlighted:"npx @huggingface/tiny-agents run ./my-agent",wrap:!1}}),G=new V({props:{title:"Tiny Agents collection",local:"tiny-agents-collection",headingTag:"h2"}}),R=new y({props:{code:"bnB4JTIwJTQwaHVnZ2luZ2ZhY2UlMkZ0aW55LWFnZW50cyUyMHJ1biUyMCUyMmp1bGllbi1jJTJGZmx1eC1zY2huZWxsLWdlbmVyYXRvciUyMg==",highlighted:'npx @huggingface/tiny-agents run <span class="hljs-string">&quot;julien-c/flux-schnell-generator&quot;</span>',wrap:!1}}),H=new V({props:{title:"Advanced: Programmatic Usage",local:"advanced-programmatic-usage",headingTag:"h2"}}),_=new y({props:{code:"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",highlighted:`<span class="hljs-keyword">import</span> { <span class="hljs-title class_">Agent</span> } <span class="hljs-keyword">from</span> <span class="hljs-string">&#x27;@huggingface/tiny-agents&#x27;</span>;

<span class="hljs-keyword">const</span> <span class="hljs-variable constant_">HF_TOKEN</span> = <span class="hljs-string">&quot;hf_...&quot;</span>;

<span class="hljs-comment">// Create an Agent</span>
<span class="hljs-keyword">const</span> agent = <span class="hljs-keyword">new</span> <span class="hljs-title class_">Agent</span>({
  <span class="hljs-attr">provider</span>: <span class="hljs-string">&quot;auto&quot;</span>,
  <span class="hljs-attr">model</span>: <span class="hljs-string">&quot;Qwen/Qwen2.5-72B-Instruct&quot;</span>,
  <span class="hljs-attr">apiKey</span>: <span class="hljs-variable constant_">HF_TOKEN</span>,
  <span class="hljs-attr">servers</span>: [
    {
      <span class="hljs-comment">// Playwright MCP</span>
      <span class="hljs-attr">command</span>: <span class="hljs-string">&quot;npx&quot;</span>,
      <span class="hljs-attr">args</span>: [<span class="hljs-string">&quot;@playwright/mcp@latest&quot;</span>],
    },
  ],
});

<span class="hljs-keyword">await</span> agent.<span class="hljs-title function_">loadTools</span>();

<span class="hljs-comment">// Use the Agent</span>
<span class="hljs-keyword">for</span> <span class="hljs-keyword">await</span> (<span class="hljs-keyword">const</span> chunk <span class="hljs-keyword">of</span> agent.<span class="hljs-title function_">run</span>(<span class="hljs-string">&quot;What are the top 5 trending models on Hugging Face?&quot;</span>)) {
    <span class="hljs-keyword">if</span> (<span class="hljs-string">&quot;choices&quot;</span> <span class="hljs-keyword">in</span> chunk) {
        <span class="hljs-keyword">const</span> delta = chunk.<span class="hljs-property">choices</span>[<span class="hljs-number">0</span>]?.<span class="hljs-property">delta</span>;
        <span class="hljs-keyword">if</span> (delta.<span class="hljs-property">content</span>) {
            <span class="hljs-variable language_">console</span>.<span class="hljs-title function_">log</span>(delta.<span class="hljs-property">content</span>);
        }
    }
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