agents-course/pr_545/en/unit0/onboarding.html

<meta charset="utf-8" /><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Onboarding: Your First Steps ⛵&quot;,&quot;local&quot;:&quot;onboarding-your-first-steps-&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Step 1: Create Your Hugging Face Account&quot;,&quot;local&quot;:&quot;step-1-create-your-hugging-face-account&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;Step 2: Join Our Discord Community&quot;,&quot;local&quot;:&quot;step-2-join-our-discord-community&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;Step 3: Follow the Hugging Face Agent Course Organization&quot;,&quot;local&quot;:&quot;step-3-follow-the-hugging-face-agent-course-organization&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;Step 4: Spread the word about the course&quot;,&quot;local&quot;:&quot;step-4-spread-the-word-about-the-course&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;Step 5: Running Models Locally with Ollama (In case you run into Credit limits)&quot;,&quot;local&quot;:&quot;step-5-running-models-locally-with-ollama-in-case-you-run-into-credit-limits&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3}],&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;Onboarding: Your First Steps ⛵&quot;,&quot;local&quot;:&quot;onboarding-your-first-steps-&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Step 1: Create Your Hugging Face Account&quot;,&quot;local&quot;:&quot;step-1-create-your-hugging-face-account&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;Step 2: Join Our Discord Community&quot;,&quot;local&quot;:&quot;step-2-join-our-discord-community&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;Step 3: Follow the Hugging Face Agent Course Organization&quot;,&quot;local&quot;:&quot;step-3-follow-the-hugging-face-agent-course-organization&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;Step 4: Spread the word about the course&quot;,&quot;local&quot;:&quot;step-4-spread-the-word-about-the-course&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;Step 5: Running Models Locally with Ollama (In case you run into Credit limits)&quot;,&quot;local&quot;:&quot;step-5-running-models-locally-with-ollama-in-case-you-run-into-credit-limits&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3}],&quot;depth&quot;:1}"><!-- HEAD_svelte-u9bgzb_END -->      <p></p>  <h1 class="relative group"><a id="onboarding-your-first-steps-" 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="#onboarding-your-first-steps-"><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>Onboarding: Your First Steps ⛵</span></h1> <img src="https://huggingface.co/datasets/agents-course/course-images/resolve/main/en/unit0/time-to-onboard.jpg" alt="Time to Onboard" width="100%"> <p data-svelte-h="svelte-fpwyrs">Now that you have all the details, let’s get started! We’re going to do four things:</p> <ol data-svelte-h="svelte-vtbjj5"><li><strong>Create your Hugging Face Account</strong> if it’s not already done</li> <li><strong>Sign up to Discord and introduce yourself</strong> (don’t be shy 🤗)</li> <li><strong>Follow the Hugging Face Agents Course</strong> on the Hub</li> <li><strong>Spread the word</strong> about the course</li></ol>  <h3 class="relative group"><a id="step-1-create-your-hugging-face-account" 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="#step-1-create-your-hugging-face-account"><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>Step 1: Create Your Hugging Face Account</span></h3> <p data-svelte-h="svelte-10u4ijw">(If you haven’t already) create a Hugging Face account <a href="https://huggingface.co/join" target="_blank">here</a>.</p>  <h3 class="relative group"><a id="step-2-join-our-discord-community" 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="#step-2-join-our-discord-community"><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>Step 2: Join Our Discord Community</span></h3> <p data-svelte-h="svelte-552p7z">👉🏻 Join our discord server <a href="https://discord.gg/UrrTSsSyjb" target="_blank">here.</a></p> <p data-svelte-h="svelte-19uhsaf">When you join, remember to introduce yourself in <code>#introduce-yourself</code>.</p> <p data-svelte-h="svelte-1x3xixl">We have multiple AI Agent-related channels:</p> <ul data-svelte-h="svelte-sdyiqk"><li><code>agents-course-announcements</code>: for the <strong>latest course information</strong>.</li> <li><code>🎓-agents-course-general</code>: for <strong>general discussions and chitchat</strong>.</li> <li><code>agents-course-questions</code>: to <strong>ask questions and help your classmates</strong>.</li> <li><code>agents-course-showcase</code>: to <strong>show your best agents</strong>.</li></ul> <p data-svelte-h="svelte-uj46ee">In addition you can check:</p> <ul data-svelte-h="svelte-1wfgdmt"><li><code>smolagents</code>: for <strong>discussion and support with the library</strong>.</li></ul> <p data-svelte-h="svelte-u26e8n">If this is your first time using Discord, we wrote a Discord 101 to get the best practices. Check <a href="discord101">the next section</a>.</p>  <h3 class="relative group"><a id="step-3-follow-the-hugging-face-agent-course-organization" 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="#step-3-follow-the-hugging-face-agent-course-organization"><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>Step 3: Follow the Hugging Face Agent Course Organization</span></h3> <p data-svelte-h="svelte-mfxaw1">Stay up to date with the latest course materials, updates, and announcements <strong>by following the Hugging Face Agents Course Organization</strong>.</p> <p data-svelte-h="svelte-17be6fa">👉 Go <a href="https://huggingface.co/agents-course" target="_blank">here</a> and click on <strong>follow</strong>.</p> <img src="https://huggingface.co/datasets/agents-course/course-images/resolve/main/en/communication/hf_course_follow.gif" alt="Follow" width="100%">  <h3 class="relative group"><a id="step-4-spread-the-word-about-the-course" 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="#step-4-spread-the-word-about-the-course"><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>Step 4: Spread the word about the course</span></h3> <p data-svelte-h="svelte-19ri6ey">Help us make this course more visible! There are two ways you can help us:</p> <ol data-svelte-h="svelte-13xjf2a"><li>Show your support by ⭐ <a href="https://github.com/huggingface/agents-course" target="_blank">the course’s repository</a>.</li></ol> <img src="https://huggingface.co/datasets/agents-course/course-images/resolve/main/en/communication/please_star.gif" alt="Repo star"> <ol start="2" data-svelte-h="svelte-1rv8rd5"><li>Share Your Learning Journey: Let others <strong>know you’re taking this course</strong>! We’ve prepared an illustration you can use in your social media posts</li></ol> <img src="https://huggingface.co/datasets/agents-course/course-images/resolve/main/en/communication/share.png"> <p data-svelte-h="svelte-1t8a4wn">You can download the image by clicking 👉 <a href="https://huggingface.co/datasets/agents-course/course-images/resolve/main/en/communication/share.png?download=true" rel="nofollow">here</a></p>  <h3 class="relative group"><a id="step-5-running-models-locally-with-ollama-in-case-you-run-into-credit-limits" 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="#step-5-running-models-locally-with-ollama-in-case-you-run-into-credit-limits"><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>Step 5: Running Models Locally with Ollama (In case you run into Credit limits)</span></h3> <ol data-svelte-h="svelte-19moztm"><li><p><strong>Install Ollama</strong></p> <p>Follow the official Instructions <a href="https://ollama.com/download" target="_blank">here.</a></p></li> <li><p><strong>Pull a model Locally</strong></p></li></ol> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5   text-gray-600 " title="code excerpt" type="button"><svg class="" 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> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START -->    ollama pull qwen2:7b <span class="hljs-comment">#Check out ollama website for more models</span><!-- HTML_TAG_END --></pre></div> <ol start="3" data-svelte-h="svelte-1g29no8"><li><strong>Start Ollama in the background (In one terminal)</strong></li></ol> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5   text-gray-600 " title="code excerpt" type="button"><svg class="" 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> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START -->    ollama serve<!-- HTML_TAG_END --></pre></div> <p data-svelte-h="svelte-1rm9hkv">If you run into the error “listen tcp 127.0.0.1:11434: bind: address already in use”, you can use command <code>sudo lsof -i :11434</code> to identify the process
ID (PID) that is currently using this port. If the process is <code>ollama</code>, it is likely that the installation script above has started ollama
service, so you can skip this command to start Ollama.</p> <ol start="4" data-svelte-h="svelte-c88ao1"><li><p><strong>Use <code>LiteLLMModel</code> Instead of <code>InferenceClientModel</code></strong></p> <p>To use <code>LiteLLMModel</code> module in <code>smolagents</code>, you may run <code>pip</code> command to install the module.</p></li></ol> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5   text-gray-600 " title="code excerpt" type="button"><svg class="" 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> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START -->    pip install <span class="hljs-string">&#x27;smolagents[litellm]&#x27;</span><!-- HTML_TAG_END --></pre></div> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5   text-gray-600 " title="code excerpt" type="button"><svg class="" 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> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START -->    <span class="hljs-keyword">from</span> smolagents <span class="hljs-keyword">import</span> LiteLLMModel

    model = LiteLLMModel(
        model_id=<span class="hljs-string">&quot;ollama_chat/qwen2:7b&quot;</span>,  <span class="hljs-comment"># Or try other Ollama-supported models</span>
        api_base=<span class="hljs-string">&quot;http://127.0.0.1:11434&quot;</span>,  <span class="hljs-comment"># Default Ollama local server</span>
        num_ctx=<span class="hljs-number">8192</span>,
    )<!-- HTML_TAG_END --></pre></div> <ol start="5" data-svelte-h="svelte-127pk3r"><li><strong>Why this works?</strong></li></ol> <ul data-svelte-h="svelte-meowbq"><li>Ollama serves models locally using an OpenAI-compatible API at <code>http://localhost:11434</code>.</li> <li><code>LiteLLMModel</code> is built to communicate with any model that supports the OpenAI chat/completion API format.</li> <li>This means you can simply swap out <code>InferenceClientModel</code> for <code>LiteLLMModel</code> no other code changes required. It’s a seamless, plug-and-play solution.</li></ul> <p data-svelte-h="svelte-tjlpuc">Congratulations! 🎉 <strong>You’ve completed the onboarding process</strong>! You’re now ready to start learning about AI Agents. Have fun!</p> <p data-svelte-h="svelte-1657nhu">Keep Learning, stay awesome 🤗</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/unit0/onboarding.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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