agents-course/pr_673/fr/unit4/additional-readings.html

<meta charset="utf-8" /><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Et maintenant ? Quels sujets devrais-je apprendre ?&quot;,&quot;local&quot;:&quot;et-maintenant--quels-sujets-devrais-je-apprendre-&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;🔌 Model Context Protocol (MCP)&quot;,&quot;local&quot;:&quot;-model-context-protocol-mcp&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;🤝 Protocole Agent-to-Agent (A2A)&quot;,&quot;local&quot;:&quot;-protocole-agent-to-agent-a2a&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}">
		<link href="/docs/agents-course/pr_673/fr/_app/immutable/assets/0.e3b0c442.css" rel="modulepreload">
		<link rel="modulepreload" href="/docs/agents-course/pr_673/fr/_app/immutable/entry/start.6a3cabb6.js">
		<link rel="modulepreload" href="/docs/agents-course/pr_673/fr/_app/immutable/chunks/scheduler.505acc25.js">
		<link rel="modulepreload" href="/docs/agents-course/pr_673/fr/_app/immutable/chunks/singletons.f87ed60a.js">
		<link rel="modulepreload" href="/docs/agents-course/pr_673/fr/_app/immutable/chunks/index.001f95d5.js">
		<link rel="modulepreload" href="/docs/agents-course/pr_673/fr/_app/immutable/chunks/paths.cc8cef00.js">
		<link rel="modulepreload" href="/docs/agents-course/pr_673/fr/_app/immutable/entry/app.bbc296eb.js">
		<link rel="modulepreload" href="/docs/agents-course/pr_673/fr/_app/immutable/chunks/preload-helper.f888915a.js">
		<link rel="modulepreload" href="/docs/agents-course/pr_673/fr/_app/immutable/chunks/index.b1175496.js">
		<link rel="modulepreload" href="/docs/agents-course/pr_673/fr/_app/immutable/nodes/0.8f31a791.js">
		<link rel="modulepreload" href="/docs/agents-course/pr_673/fr/_app/immutable/chunks/each.e59479a4.js">
		<link rel="modulepreload" href="/docs/agents-course/pr_673/fr/_app/immutable/nodes/73.9f4dda82.js">
		<link rel="modulepreload" href="/docs/agents-course/pr_673/fr/_app/immutable/chunks/Heading.aedc5b40.js">
		<link rel="modulepreload" href="/docs/agents-course/pr_673/fr/_app/immutable/chunks/MermaidChart.svelte_svelte_type_style_lang.11cb69c9.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Et maintenant ? Quels sujets devrais-je apprendre ?&quot;,&quot;local&quot;:&quot;et-maintenant--quels-sujets-devrais-je-apprendre-&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;🔌 Model Context Protocol (MCP)&quot;,&quot;local&quot;:&quot;-model-context-protocol-mcp&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;🤝 Protocole Agent-to-Agent (A2A)&quot;,&quot;local&quot;:&quot;-protocole-agent-to-agent-a2a&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}"><!-- HEAD_svelte-u9bgzb_END -->      <p></p>  <div class="items-center shrink-0 min-w-[100px] max-sm:min-w-[50px] justify-end ml-auto flex" style="float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"><div class="inline-flex rounded-md max-sm:rounded-sm"><button class="inline-flex items-center gap-1 h-7 max-sm:h-7 px-2 max-sm:px-1.5 text-sm font-medium text-gray-800 border border-r-0 rounded-l-md max-sm:rounded-l-sm border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-live="polite"><span class="inline-flex items-center justify-center rounded-md p-0.5 max-sm:p-0 hover:text-gray-800 dark:hover:text-gray-200"><svg class="sm:size-3.5 size-3" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg></span> <span>Copy page</span></button> <button class="inline-flex items-center justify-center w-6 max-sm:w-5 h-7 max-sm:h-7 disabled:pointer-events-none text-sm text-gray-500 hover:text-gray-700 dark:hover:text-white rounded-r-md max-sm:rounded-r-sm border border-l transition border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-haspopup="menu" aria-expanded="false" aria-label="Open copy menu"><svg class="transition-transform text-gray-400 overflow-visible sm:size-3.5 size-3 rotate-0" width="1em" height="1em" viewBox="0 0 12 7" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M1 1L6 6L11 1" stroke="currentColor"></path></svg></button></div> </div>  <h1 class="relative group"><a id="et-maintenant--quels-sujets-devrais-je-apprendre-" 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="#et-maintenant--quels-sujets-devrais-je-apprendre-"><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>Et maintenant ? Quels sujets devrais-je apprendre ?</span></h1> <p data-svelte-h="svelte-uq39ln">L’IA agentique est un domaine en évolution rapide, et comprendre les protocoles fondamentaux est essentiel pour construire des systèmes intelligents et autonomes.</p> <p data-svelte-h="svelte-e353at">Deux standards importants avec lesquels vous devriez vous familiariser sont :</p> <ul data-svelte-h="svelte-15yeiif"><li>Le <strong><em>Model Context Protocol</em> (MCP)</strong></li> <li>Le <strong><em>Agent-to-Agent Protocol</em> (A2A)</strong></li></ul>  <h2 class="relative group"><a id="-model-context-protocol-mcp" 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="#-model-context-protocol-mcp"><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>🔌 Model Context Protocol (MCP)</span></h2> <p data-svelte-h="svelte-tbbryq">Le <strong><em>Model Context Protocol</em> (MCP)</strong> d’Anthropic est un standard ouvert qui permet aux modèles de se connecter de manière sécurisée et transparente <strong>avec des outils externes, des sources de données et des applications</strong>, rendant les agents plus compétents et autonomes.</p> <p data-svelte-h="svelte-zovrx">Pensez à MCP comme un <strong>adaptateur universel</strong>, comme un port USB-C, qui permet aux modèles de se connecter à divers environnements numériques <strong>sans avoir besoin d’intégration personnalisée pour chacun</strong>.</p> <p data-svelte-h="svelte-rkfg6l">MCP gagne rapidement en popularité dans l’industrie, avec des entreprises majeures comme <em>OpenAI</em> et <em>Google</em> qui commencent à l’adopter.</p> <p data-svelte-h="svelte-qc6j1k">📚 En savoir plus :</p> <ul data-svelte-h="svelte-j04o1u"><li><a href="https://www.anthropic.com/news/model-context-protocol" rel="nofollow">Annonce officielle et documentation d’Anthropic</a></li> <li><a href="https://en.wikipedia.org/wiki/Model_Context_Protocol" rel="nofollow">MCP sur Wikipedia</a></li> <li><a href="https://huggingface.co/blog/Kseniase/mcp" rel="nofollow">Un article de blog sur MCP</a></li> <li><a href="https://huggingface.co/learn/mcp-course/unit0/introduction" rel="nofollow">Le cours d’Hugging Face sur le sujet</a></li></ul>  <h2 class="relative group"><a id="-protocole-agent-to-agent-a2a" 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="#-protocole-agent-to-agent-a2a"><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>🤝 Protocole Agent-to-Agent (A2A)</span></h2> <p data-svelte-h="svelte-19f3u8r">Google a développé le <strong>protocole <em>Agent-to-Agent</em> (A2A)</strong> comme un complément au <em>Model Context Protocol</em> (MCP) d’Anthropic.</p> <p data-svelte-h="svelte-6gv3n3">Alors que MCP connecte les agents aux outils externes, <strong>A2A connecte les agents entre eux</strong>, ouvrant la voie à des systèmes multi-agents coopératifs qui peuvent travailler ensemble pour résoudre des problèmes complexes.</p> <p data-svelte-h="svelte-nlz0iw">📚 En savoir plus :</p> <ul data-svelte-h="svelte-121b0sm"><li><a href="https://developers.googleblog.com/en/a2a-a-new-era-of-agent-interoperability/" rel="nofollow">L’annonce de Google</a></li></ul> <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/fr/unit4/additional-readings.mdx" target="_blank"><svg class="mr-1" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M31,16l-7,7l-1.41-1.41L28.17,16l-5.58-5.59L24,9l7,7z"></path><path d="M1,16l7-7l1.41,1.41L3.83,16l5.58,5.59L8,23l-7-7z"></path><path d="M12.419,25.484L17.639,6.552l1.932,0.518L14.351,26.002z"></path></svg> <span data-svelte-h="svelte-zjs2n5"><span class="underline">Update</span> on GitHub</span></a>  <p></p> 
			
			<script>
				{
					__sveltekit_1b31nyx = {
						assets: "/docs/agents-course/pr_673/fr",
						base: "/docs/agents-course/pr_673/fr",
						env: {}
					};

					const element = document.currentScript.parentElement;

					const data = [null,null];

					Promise.all([
						import("/docs/agents-course/pr_673/fr/_app/immutable/entry/start.6a3cabb6.js"),
						import("/docs/agents-course/pr_673/fr/_app/immutable/entry/app.bbc296eb.js")
					]).then(([kit, app]) => {
						kit.start(app, element, {
							node_ids: [0, 73],
							data,
							form: null,
							error: null
						});
					});
				}
			</script>