{"id":537,"date":"2025-01-10T14:34:30","date_gmt":"2025-01-10T14:34:30","guid":{"rendered":"https:\/\/smolagents.org\/?p=537"},"modified":"2025-01-10T14:34:31","modified_gmt":"2025-01-10T14:34:31","slug":"unlocking-the-power-of-smolagents-an-in-depth-exploration","status":"publish","type":"post","link":"https:\/\/smolagents.org\/ja\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/","title":{"rendered":"smolagent\u306e\u30d1\u30ef\u30fc\u3092\u89e3\u304d\u653e\u3064-\u5fb9\u5e95\u691c\u8a3c"},"content":{"rendered":"<p>\u4eba\u5de5\u77e5\u80fd\u306e\u72b6\u6cc1\u306f\u6025\u901f\u306b\u5909\u5316\u3057\u3066\u304a\u308a\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u305d\u306e\u6700\u524d\u7dda\u306b\u3042\u308b\u3002\u3053\u308c\u3089\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u8907\u96d1\u306aAI\u30e2\u30c7\u30eb\u3068\u5b9f\u7528\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6a4b\u6e21\u3057\u306e\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002 <strong>smolagents<\/strong>Hugging Face\u306e\u30df\u30cb\u30de\u30eb\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bsmolagents\u306f\u3001\u958b\u767a\u8005\u304c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f5c\u6210\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3059\u308b\u65b9\u6cd5\u3092\u518d\u5b9a\u7fa9\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001smolagents\u306e\u30d1\u30ef\u30d5\u30eb\u306a\u6a5f\u80fd\u3068\u3001\u305d\u308c\u304c\u3042\u306a\u305f\u306eAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3069\u306e\u3088\u3046\u306a\u9769\u547d\u3092\u8d77\u3053\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u3092\u6398\u308a\u4e0b\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_71 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u30c8\u30b0\u30eb\u76ee\u6b21\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u30c8\u30b0\u30eb<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/smolagents.org\/ja\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#Core_Philosophy_of_smolagents\" title=\"smolagent\u306e\u57fa\u672c\u7406\u5ff5\">smolagent\u306e\u57fa\u672c\u7406\u5ff5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/smolagents.org\/ja\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#The_Advantages_of_Code_Agents_in_smolagents\" title=\"smolagent\u306b\u304a\u3051\u308b\u30b3\u30fc\u30c9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5229\u70b9\">smolagent\u306b\u304a\u3051\u308b\u30b3\u30fc\u30c9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5229\u70b9<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/smolagents.org\/ja\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#1_Enhanced_Efficiency\" title=\"1.\u52b9\u7387\u306e\u5411\u4e0a\">1.\u52b9\u7387\u306e\u5411\u4e0a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/smolagents.org\/ja\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#2_Greater_Flexibility\" title=\"2.\u3088\u308a\u5927\u304d\u306a\u67d4\u8edf\u6027\">2.\u3088\u308a\u5927\u304d\u306a\u67d4\u8edf\u6027<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/smolagents.org\/ja\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#3_Leveraging_LLM_Training_Strengths\" title=\"3.LLM\u7814\u4fee\u306e\u5f37\u307f\u3092\u6d3b\u304b\u3059\">3.LLM\u7814\u4fee\u306e\u5f37\u307f\u3092\u6d3b\u304b\u3059<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/smolagents.org\/ja\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#Practical_Use_Case_of_smolagents\" title=\"smolagent\u306e\u5b9f\u7528\u4f8b\">smolagent\u306e\u5b9f\u7528\u4f8b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/smolagents.org\/ja\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#smolagents_Community_and_Ecosystem\" title=\"smolagents\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\">smolagents\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/smolagents.org\/ja\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#Summary_of_smolagents_Strengths\" title=\"smolagent\u306e\u5f37\u307f\u307e\u3068\u3081\">smolagent\u306e\u5f37\u307f\u307e\u3068\u3081<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/smolagents.org\/ja\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#Getting_Started_with_smolagents\" title=\"smolagent\u5165\u9580\">smolagent\u5165\u9580<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/smolagents.org\/ja\/unlocking-the-power-of-smolagents-an-in-depth-exploration\/#Final_Thoughts\" title=\"\u6700\u7d42\u7684\u306a\u611f\u60f3\">\u6700\u7d42\u7684\u306a\u611f\u60f3<\/a><\/li><\/ul><\/nav><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Core_Philosophy_of_smolagents\"><\/span><strong>smolagent\u306e\u57fa\u672c\u7406\u5ff5<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u305d\u306e\u6838\u5fc3\u306f\u3001 <strong>smolagents<\/strong> \u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u3092\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u3001\u52b9\u7387\u7684\u306b\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u4e0d\u5fc5\u8981\u306a\u8907\u96d1\u3055\u3092\u53d6\u308a\u9664\u304f\u3053\u3068\u3067\u3001smolagents\u306f\u3001\u958b\u767a\u8005\u304c\u8907\u96d1\u306a\u8a2d\u5b9a\u306b\u8ff7\u3046\u3053\u3068\u306a\u304f\u3001\u610f\u5473\u306e\u3042\u308b\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3067\u304d\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u69cb\u7bc9\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Advantages_of_Code_Agents_in_smolagents\"><\/span><strong>smolagent\u306b\u304a\u3051\u308b\u30b3\u30fc\u30c9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5229\u70b9<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Enhanced_Efficiency\"><\/span><strong>1.\u52b9\u7387\u306e\u5411\u4e0a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u76f4\u63a5\u57f7\u884c<\/strong>:\u30b3\u30fc\u30c9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30b3\u30fc\u30c9\u3092\u76f4\u63a5\u751f\u6210\u3057\u3066\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u4ef2\u4ecb\u8005\u3092\u6392\u9664\u3057\u3001\u5f85\u3061\u6642\u9593\u3092\u77ed\u7e2e\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5c11\u306a\u3044\u30b9\u30c6\u30c3\u30d7<\/strong>:\u3053\u306e\u76f4\u63a5\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u5fc5\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3068LLM\u30b3\u30fc\u30eb\u306e\u6570\u3092\u6e1b\u3089\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Greater_Flexibility\"><\/span><strong>2.\u3088\u308a\u5927\u304d\u306a\u67d4\u8edf\u6027<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8907\u96d1\u306a\u30ed\u30b8\u30c3\u30af\u306e\u51e6\u7406<\/strong>:\u5f93\u6765\u306eJSON\u51fa\u529b\u3067\u306f\u7169\u96d1\u3060\u3063\u305f\u8907\u96d1\u306a\u64cd\u4f5c\u3084\u30ed\u30b8\u30c3\u30af\u3092\u30b3\u30fc\u30c9\u3067\u8868\u73fe\u3067\u304d\u308b\u3002<\/li>\n\n\n\n<li><strong>\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u6a5f\u80fd\u6027<\/strong>:\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u5834\u3067\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u5fdc\u3057\u3001\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Leveraging_LLM_Training_Strengths\"><\/span><strong>3.LLM\u7814\u4fee\u306e\u5f37\u307f\u3092\u6d3b\u304b\u3059<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30b3\u30fc\u30c9\u7fd2\u719f\u5ea6<\/strong>:LLM\u306f\u30b3\u30fc\u30c9\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u3064\u3044\u3066\u5e45\u5e83\u304f\u8a13\u7df4\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u30b3\u30fc\u30c9\u30b9\u30cb\u30da\u30c3\u30c8\u3092\u7406\u89e3\u3057\u3001\u751f\u6210\u3059\u308b\u3053\u3068\u306b\u9577\u3051\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li><strong>\u7cbe\u5ea6\u306e\u5411\u4e0a<\/strong>:\u30b3\u30fc\u30c9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001LLM\u306e\u5f37\u307f\u3092\u751f\u304b\u3057\u3001\u3088\u308a\u6b63\u78ba\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Practical_Use_Case_of_smolagents\"><\/span><strong>smolagent\u306e\u5b9f\u7528\u4f8b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u30b7\u30ca\u30ea\u30aa<\/strong><\/p>\n\n\n\n<p>\u682a\u4fa1\u306a\u3069\u306e\u91d1\u878d\u5e02\u5834\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3067\u304d\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u308b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u30d1\u30a4\u30bd\u30f3\u590d\u5236<code>from smolagents import CodeAgent, StockMarketTool, HfApiModel\n\n# \u682a\u5f0f\u5e02\u5834\u30c4\u30fc\u30eb\u3068 Hugging Face \u30e2\u30c7\u30eb\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u521d\u671f\u5316\u3057\u307e\u3059\u3002\nagent = CodeAgent(tools=[StockMarketTool(api_key=\"your_api_key\")], model=HfApiModel())\n\n# \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u4f01\u696d\u306e\u73fe\u5728\u306e\u682a\u4fa1\u3092\u554f\u3044\u5408\u308f\u305b\u308b\nagent.run(\"\u30a2\u30c3\u30d7\u30eb\u793e\uff08AAPL\uff09\u306e\u73fe\u5728\u306e\u682a\u4fa1\u306f\u3044\u304f\u3089\u3067\u3059\u304b\uff1f\")\n<\/code><\/pre>\n\n\n\n<p><strong>\u53ef\u80fd\u306a\u51fa\u529b\uff1a<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u8fc5\u901f\u590d\u5236<code>AAPL\u306e\u6700\u65b0\u682a\u4fa1\u3092\u691c\u7d22...\n\u73fe\u5728Apple Inc. (AAPL)\u306e\u682a\u4fa1\u306f1\u682a\u3042\u305f\u308a$150.25\u5186\u3067\u53d6\u5f15\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n<\/code><\/pre>\n\n\n\n<p>\u3053\u306e\u4f8b\u3067\u306f\u3001smolagent\u3092\u4f7f\u7528\u3057\u3066\u3001\u5b9f\u4e16\u754c\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u7c21\u5358\u306b\u76f8\u4e92\u4f5c\u7528\u3059\u308b\u6d17\u7df4\u3055\u308c\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3053\u3068\u3092\u8aac\u660e\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"smolagents_Community_and_Ecosystem\"><\/span><strong>smolagents\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong>:Hugging Face Hub\u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001smolagents\u306f\u958b\u767a\u8005\u304c\u30c4\u30fc\u30eb\u3092\u5171\u6709\u3057\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u3067\u5354\u529b\u3059\u308b\u3053\u3068\u3092\u5968\u52b1\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ea\u30bd\u30fc\u30b9\u5171\u6709<\/strong>:\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u63d0\u4f9b\u3059\u308b\u69d8\u3005\u306a\u30c4\u30fc\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5f37\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7d99\u7d9a\u7684\u6539\u5584<\/strong>:\u4ed6\u306e\u958b\u767a\u8005\u3068\u95a2\u308f\u308a\u3001\u6d1e\u5bdf\u3092\u5171\u6709\u3057\u3001\u30b5\u30dd\u30fc\u30c8\u3092\u6c42\u3081\u3001smolagent\u306e\u6210\u9577\u306b\u8ca2\u732e\u3059\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Summary_of_smolagents_Strengths\"><\/span><strong>smolagent\u306e\u5f37\u307f\u307e\u3068\u3081<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30b7\u30f3\u30d7\u30eb\u3055<\/strong>:\u7fd2\u5f97\u304c\u7c21\u5358\u3067\u3001\u7d20\u65e9\u304f\u5b9f\u88c5\u3067\u304d\u308b\u305f\u3081\u3001\u958b\u767a\u6642\u9593\u3092\u77ed\u7e2e\u3067\u304d\u308b\u3002<\/li>\n\n\n\n<li><strong>\u52b9\u7387\u6027<\/strong>:\u30b3\u30fc\u30c9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u3088\u308a\u901f\u304f\u3001\u3088\u308a\u6b63\u78ba\u306a\u30bf\u30b9\u30af\u306e\u5b9f\u884c\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u67d4\u8edf\u6027<\/strong>:\u69d8\u3005\u306aLLM\u3068\u4e92\u63db\u6027\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30bf\u30a4\u30d7\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5730\u57df\u652f\u63f4<\/strong>:\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3068\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4fc3\u9032\u3059\u308b\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Getting_Started_with_smolagents\"><\/span><strong>smolagent\u5165\u9580<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>smolagent\u3092\u63a2\u6c42\u3059\u308b\u6e96\u5099\u304c\u3067\u304d\u3066\u3044\u308b\u306a\u3089\u3001\u3053\u3053\u306b\u3044\u304f\u3064\u304b\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u7d39\u4ecb\u3057\u3088\u3046\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>smolagent\u306e\u53d6\u308a\u4ed8\u3051<\/strong>:\u30d0\u30c3\u30b7\u30e5\u590d\u5236<code>pip install smolagents<\/code><\/li>\n\n\n\n<li><strong>\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u30fb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/strong>:smolagents\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n\n<li><strong>\u5b9f\u4f8b\u3067\u5b9f\u9a13<\/strong>:\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u8a66\u3057\u3066\u3001\u3042\u306a\u305f\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n\n<li><strong>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u53c2\u52a0\u3059\u308b<\/strong>:\u30d5\u30a9\u30fc\u30e9\u30e0\u3067\u4ed6\u306e\u958b\u767a\u8005\u3068\u4ea4\u6d41\u3057\u3001Hugging Face Hub\u306b\u8ca2\u732e\u3057\u307e\u3057\u3087\u3046\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Final_Thoughts\"><\/span><strong>\u6700\u7d42\u7684\u306a\u611f\u60f3<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>smolagents<\/strong> \u306f\u5358\u306a\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u53ef\u80fd\u6027\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3057\u306a\u304c\u3089\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u3092\u7c21\u7d20\u5316\u3059\u308b\u305f\u3081\u306e\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3067\u3059\u3002smolagents\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306fAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u52a0\u901f\u3057\u3001\u8907\u96d1\u3055\u3092\u8efd\u6e1b\u3057\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306b\u96c6\u4e2d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3001\u8907\u96d1\u306a\u610f\u601d\u6c7a\u5b9a\u30b7\u30b9\u30c6\u30e0\u306e\u3044\u305a\u308c\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u3067\u3082\u3001smolagents\u306f\u6210\u529f\u306b\u5fc5\u8981\u306a\u30b7\u30f3\u30d7\u30eb\u3055\u3068\u30d1\u30ef\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u4eba\u5de5\u77e5\u80fd\u306e\u72b6\u6cc1\u306f\u6025\u901f\u306b\u5909\u5316\u3057\u3066\u304a\u308a\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u305d\u306e\u6700\u524d\u7dda\u306b\u3042\u308b\u3002\u3053\u308c\u3089\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u8907\u96d1\u306aAI\u30e2\u30c7\u30eb\u3068\u5b9f\u7528\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6a4b\u6e21\u3057\u3092\u3057\u307e\u3059\u3002Hugging Face\u306e\u30df\u30cb\u30de\u30eb\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bsmolagents\u306f\u3001\u958b\u767a\u8005\u304c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f5c\u6210\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3059\u308b\u65b9\u6cd5\u3092\u518d\u5b9a\u7fa9\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001smolagents\u306e\u5f37\u529b\u306a\u6a5f\u80fd\u306b\u3064\u3044\u3066\u6398\u308a\u4e0b\u3052\u307e\u3059\u3002<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-537","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/smolagents.org\/ja\/wp-json\/wp\/v2\/posts\/537","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smolagents.org\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smolagents.org\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smolagents.org\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smolagents.org\/ja\/wp-json\/wp\/v2\/comments?post=537"}],"version-history":[{"count":1,"href":"https:\/\/smolagents.org\/ja\/wp-json\/wp\/v2\/posts\/537\/revisions"}],"predecessor-version":[{"id":538,"href":"https:\/\/smolagents.org\/ja\/wp-json\/wp\/v2\/posts\/537\/revisions\/538"}],"wp:attachment":[{"href":"https:\/\/smolagents.org\/ja\/wp-json\/wp\/v2\/media?parent=537"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smolagents.org\/ja\/wp-json\/wp\/v2\/categories?post=537"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smolagents.org\/ja\/wp-json\/wp\/v2\/tags?post=537"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}