agents-course/pr_545/en/unit4/introduction.html

<meta charset="utf-8" /><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Welcome to the final Unit&quot;,&quot;local&quot;:&quot;introduction&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;What’s the challenge?&quot;,&quot;local&quot;:&quot;whats-the-challenge&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}">
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		<link rel="modulepreload" href="/docs/agents-course/pr_545/en/_app/immutable/chunks/getInferenceSnippets.031140c2.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Welcome to the final Unit&quot;,&quot;local&quot;:&quot;introduction&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;What’s the challenge?&quot;,&quot;local&quot;:&quot;whats-the-challenge&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}"><!-- HEAD_svelte-u9bgzb_END -->      <p></p>  <h1 class="relative group"><a id="introduction" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#introduction"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Welcome to the final Unit</span></h1> <img src="https://huggingface.co/datasets/agents-course/course-images/resolve/main/en/unit4/thumbnail.jpg" alt="AI Agents Course thumbnail" width="100%"> <p data-svelte-h="svelte-684nn5">Welcome to the final unit of the course! 🎉</p> <p data-svelte-h="svelte-535hc3">So far, you’ve <strong>built a strong foundation in AI Agents</strong>, from understanding their components to creating your own. With this knowledge, you’re now ready to <strong>build powerful agents</strong> and stay up-to-date with the latest advancements in this fast-evolving field.</p> <p data-svelte-h="svelte-nq62yc">This unit is all about applying what you’ve learned. It’s your <strong>final hands-on project</strong>, and completing it is your ticket to earning the <strong>course certificate</strong>.</p>  <h2 class="relative group"><a id="whats-the-challenge" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#whats-the-challenge"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>What’s the challenge?</span></h2> <p data-svelte-h="svelte-72iaki">You’ll create your own agent and <strong>evaluate its performance using a subset of the <a href="https://huggingface.co/spaces/gaia-benchmark/leaderboard" rel="nofollow">GAIA benchmark</a></strong>.</p> <p data-svelte-h="svelte-1p8ynnq">To successfully complete the course, your agent needs to score <strong>30% or higher</strong> on the benchmark. Achieve that, and you’ll earn your <strong>Certificate of Completion</strong>, officially recognizing your expertise. 🏅</p> <p data-svelte-h="svelte-1h8kw01">Additionally, see how you stack up against your peers! A dedicated <strong><a href="https://huggingface.co/spaces/agents-course/Students_leaderboard" rel="nofollow">Student Leaderboard</a></strong> is available for you to submit your scores and see the community’s progress.</p> <blockquote data-svelte-h="svelte-9noq10"><p><strong>🚨 Heads Up: Advanced &amp; Hands-On Unit</strong></p> <p>Please be aware that this unit shifts towards a more practical, hands-on approach. Success in this section will require <strong>more advanced coding knowledge</strong> and relies on you navigating tasks with <strong>less explicit guidance</strong> compared to earlier parts of the course.</p></blockquote> <p data-svelte-h="svelte-651dja">Sounds exciting? Let’s get started! 🚀</p> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/agents-course/blob/main/units/en/unit4/introduction.mdx" target="_blank"><span data-svelte-h="svelte-1kd6by1">&lt;</span> <span data-svelte-h="svelte-x0xyl0">&gt;</span> <span data-svelte-h="svelte-1dajgef"><span class="underline ml-1.5">Update</span> on GitHub</span></a>  <p></p> 
			
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