{"id":3208,"date":"2026-09-28T18:00:24","date_gmt":"2026-09-28T09:00:24","guid":{"rendered":"https:\/\/aiiot.jp\/?p=3208"},"modified":"2026-09-28T18:00:24","modified_gmt":"2026-09-28T09:00:24","slug":"jev-typesafe-pydantic-ai-parallel-model","status":"publish","type":"post","link":"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/","title":{"rendered":"Pydantic AI\u3067\u4f7f\u3048\u308bJev\uff1a\u30de\u30eb\u30c1\u30ec\u30b8\u65b9\u5f0f\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5909\u308f\u308b"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_88 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u3082\u304f\u3058<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6abafc6039412\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/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><\/label><input type=\"checkbox\" style='display:none' id=\"ez-toc-cssicon-toggle-item-6abafc6039412\"  aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/#AI%E3%82%A8%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%83%88%E3%81%AE%E3%80%8C%E4%B8%A6%E5%88%97%E5%87%A6%E7%90%86%E3%80%8D%E3%81%8C%E5%A4%89%E3%81%88%E3%82%8B%E2%80%94%E2%80%94Jev%E3%81%A8%E3%81%84%E3%81%86%E3%83%A2%E3%83%87%E3%83%AB%E3%82%92%E7%9F%A5%E3%81%A3%E3%81%A6%E3%81%84%E3%81%BE%E3%81%99%E3%81%8B%EF%BC%9F\" >AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u300c\u4e26\u5217\u51e6\u7406\u300d\u304c\u5909\u3048\u308b\u2014\u2014Jev\u3068\u3044\u3046\u30e2\u30c7\u30eb\u3092\u77e5\u3063\u3066\u3044\u307e\u3059\u304b\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/#%E3%81%9D%E3%82%82%E3%81%9D%E3%82%82%E3%81%A9%E3%81%86%E3%81%84%E3%81%86%E3%81%93%E3%81%A8%EF%BC%9F%E2%94%80%E2%94%80%E2%80%9D%E4%B8%80%E5%BA%A6%E3%81%AB%E8%A4%87%E6%95%B0%E3%81%AE%E8%B3%AA%E5%95%8F%E3%82%92%E3%81%95%E3%81%B0%E3%81%8F%E2%80%9DAI%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AE%E8%A9%B1\" >\u305d\u3082\u305d\u3082\u3069\u3046\u3044\u3046\u3053\u3068\uff1f\u2500\u2500&#8221;\u4e00\u5ea6\u306b\u8907\u6570\u306e\u8cea\u554f\u3092\u3055\u3070\u304f&#8221;AI\u30e2\u30c7\u30eb\u306e\u8a71<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/#%E3%81%AA%E3%81%9C%E6%B3%A8%E7%9B%AE%E3%81%95%E3%82%8C%E3%81%A6%E3%81%84%E3%82%8B%E3%81%AE%E3%81%8B%EF%BC%8F%E4%BD%95%E3%81%8C%E3%81%99%E3%81%94%E3%81%84%E3%81%AE%E3%81%8B\" >\u306a\u305c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304b\uff0f\u4f55\u304c\u3059\u3054\u3044\u306e\u304b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/#1_%E4%B8%A6%E5%88%97%E5%87%A6%E7%90%86%E3%81%A7%E3%80%8C%E5%BE%85%E3%81%A1%E6%99%82%E9%96%93%E3%80%8D%E3%81%8C%E5%8A%87%E7%9A%84%E3%81%AB%E7%9F%AD%E3%81%8F%E3%81%AA%E3%82%8B\" >1. \u4e26\u5217\u51e6\u7406\u3067\u300c\u5f85\u3061\u6642\u9593\u300d\u304c\u5287\u7684\u306b\u77ed\u304f\u306a\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/#2_Pydantic_AI%E3%81%AE%E2%80%9D%E4%BB%96%E3%81%AE%E3%83%A2%E3%83%87%E3%83%AB%E3%81%A8%E5%90%8C%E3%81%98%E6%84%9F%E8%A6%9A%E2%80%9D%E3%81%A7%E4%BD%BF%E3%81%88%E3%82%8B\" >2. Pydantic AI\u306e&#8221;\u4ed6\u306e\u30e2\u30c7\u30eb\u3068\u540c\u3058\u611f\u899a&#8221;\u3067\u4f7f\u3048\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/#3_%E3%80%8C%E6%B1%BA%E5%AE%9A%E3%82%92%E8%A1%8C%E3%81%86%E3%82%A8%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%83%88%E3%80%8D%E3%81%AB%E7%89%B9%E5%8C%96%E3%81%97%E3%81%9F%E8%A8%AD%E8%A8%88\" >3. \u300c\u6c7a\u5b9a\u3092\u884c\u3046\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u306b\u7279\u5316\u3057\u305f\u8a2d\u8a08<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" 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class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/#%E7%B4%A0%E6%9D%90%E3%81%AE%E6%83%85%E5%A0%B1%E9%87%8F%E3%81%AB%E3%81%AF%E9%99%90%E3%82%8A%E3%81%8C%E3%81%82%E3%82%8B\" >\u7d20\u6750\u306e\u60c5\u5831\u91cf\u306b\u306f\u9650\u308a\u304c\u3042\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/#%E3%80%8C%E4%B8%A6%E5%88%97%E5%87%A6%E7%90%86%E3%80%8D%E3%81%AF%E4%B8%87%E8%83%BD%E3%81%A7%E3%81%AF%E3%81%AA%E3%81%84\" >\u300c\u4e26\u5217\u51e6\u7406\u300d\u306f\u4e07\u80fd\u3067\u306f\u306a\u3044<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/#%E6%8A%80%E8%A1%93%E7%9A%84%E3%81%AA%E5%85%A5%E5%8F%A3%E3%81%AF%E5%BF%85%E8%A6%81\" >\u6280\u8853\u7684\u306a\u5165\u53e3\u306f\u5fc5\u8981<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/#%E3%82%88%E3%81%8F%E3%81%82%E3%82%8B%E8%B3%AA%E5%95%8F\" >\u3088\u304f\u3042\u308b\u8cea\u554f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/#%E3%81%BE%E3%81%A8%E3%82%81\" >\u307e\u3068\u3081<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/#%E5%8F%82%E8%80%83%E6%96%87%E7%8C%AE\" >\u53c2\u8003\u6587\u732e<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-0\"><span class=\"ez-toc-section\" id=\"AI%E3%82%A8%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%83%88%E3%81%AE%E3%80%8C%E4%B8%A6%E5%88%97%E5%87%A6%E7%90%86%E3%80%8D%E3%81%8C%E5%A4%89%E3%81%88%E3%82%8B%E2%80%94%E2%80%94Jev%E3%81%A8%E3%81%84%E3%81%86%E3%83%A2%E3%83%87%E3%83%AB%E3%82%92%E7%9F%A5%E3%81%A3%E3%81%A6%E3%81%84%E3%81%BE%E3%81%99%E3%81%8B%EF%BC%9F\"><\/span>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u300c\u4e26\u5217\u51e6\u7406\u300d\u304c\u5909\u3048\u308b\u2014\u2014Jev\u3068\u3044\u3046\u30e2\u30c7\u30eb\u3092\u77e5\u3063\u3066\u3044\u307e\u3059\u304b\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">AI\u3092\u4f7f\u3063\u305f\u30c4\u30fc\u30eb\u3084\u30b5\u30fc\u30d3\u30b9\u304c\u8eab\u8fd1\u306b\u306a\u308a\u3064\u3064\u3042\u308b\u4eca\u3001\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u3068\u3044\u3046\u8a00\u8449\u3092\u8033\u306b\u3059\u308b\u6a5f\u4f1a\u304c\u5897\u3048\u3066\u304d\u307e\u3057\u305f\u3002\u3067\u3082\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u52d5\u304b\u3059&#8221;\u30a8\u30f3\u30b8\u30f3&#8221;\u90e8\u5206\u306f\u3001\u307e\u3060\u307e\u3060\u9032\u5316\u306e\u9014\u4e2d\u3067\u3059\u3002\u4eca\u56de\u7d39\u4ecb\u3059\u308b <strong>Jev\uff08TypeSafe\uff09<\/strong> \u3068\u3044\u3046AI\u30e2\u30c7\u30eb\u306f\u3001<span style=\"background:linear-gradient(transparent 58%, #fff176 58%);font-weight:600;padding:0 .06em;\">\u8907\u6570\u306e\u8cea\u554f\u3092\u540c\u6642\u306b\u51e6\u7406\u3067\u304d\u308b\u4e26\u5217\u51e6\u7406<\/span>\u3068\u3044\u3046\u5f37\u307f\u3092\u6301\u3061\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306e\u4e16\u754c\u3067\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002\u300c\u96e3\u3057\u305d\u3046\u300d\u3068\u611f\u3058\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u4ed5\u7d44\u307f\u306e\u30a8\u30c3\u30bb\u30f3\u30b9\u306f\u3068\u3066\u3082\u30b7\u30f3\u30d7\u30eb\u3002\u4e00\u7dd2\u306b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-1\"><span class=\"ez-toc-section\" id=\"%E3%81%9D%E3%82%82%E3%81%9D%E3%82%82%E3%81%A9%E3%81%86%E3%81%84%E3%81%86%E3%81%93%E3%81%A8%EF%BC%9F%E2%94%80%E2%94%80%E2%80%9D%E4%B8%80%E5%BA%A6%E3%81%AB%E8%A4%87%E6%95%B0%E3%81%AE%E8%B3%AA%E5%95%8F%E3%82%92%E3%81%95%E3%81%B0%E3%81%8F%E2%80%9DAI%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AE%E8%A9%B1\"><\/span>\u305d\u3082\u305d\u3082\u3069\u3046\u3044\u3046\u3053\u3068\uff1f\u2500\u2500&#8221;\u4e00\u5ea6\u306b\u8907\u6570\u306e\u8cea\u554f\u3092\u3055\u3070\u304f&#8221;AI\u30e2\u30c7\u30eb\u306e\u8a71<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u307e\u305a\u300cPydantic AI\u300d\u304b\u3089\u8aac\u660e\u3057\u307e\u3059\u3002<strong>Pydantic AI<\/strong> \u3068\u306f\u3001Python\u3068\u3044\u3046\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08\u81ea\u5206\u3067\u5224\u65ad\u30fb\u884c\u52d5\u3059\u308bAI\u30d7\u30ed\u30b0\u30e9\u30e0\uff09\u3092\u4f5c\u308b\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff08\u9053\u5177\u306e\u30bb\u30c3\u30c8\uff09\u3067\u3059\u3002\u6599\u7406\u3067\u3044\u3048\u3070\u3001\u3044\u308d\u3093\u306a\u30ec\u30b7\u30d4\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u4e07\u80fd\u8abf\u7406\u53f0\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u305d\u306e\u8abf\u7406\u53f0\u306e\u4e0a\u3067\u4f7f\u3048\u308b\u300c\u8abf\u7406\u5668\u5177\u300d\u306e\u4e00\u3064\u304c\u3001\u4eca\u56de\u306e\u4e3b\u5f79 <strong>Jev\uff08TypeSafe\uff09<\/strong> \u3067\u3059\u3002\u6b63\u5f0f\u540d\u79f0\u306f <strong>TypeSafe\u30e2\u30c7\u30eb<\/strong> \u3068\u3044\u3044\u3001<code style=\"background:#eef1f5;padding:.1em .4em;border-radius:4px;font-family:ui-monospace,Menlo,Consolas,monospace;font-size:.92em;\">TypeSafeModel<\/code> \u3068\u3044\u3046\u30af\u30e9\u30b9\uff08\u8a2d\u8a08\u56f3\uff09\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001Pydantic AI\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092Jev\u3068\u3044\u3046AI\u30b5\u30fc\u30d3\u30b9\u4e0a\u3067\u52d5\u304b\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<figure style=\"margin:1.6em 0;text-align:center;\"><img decoding=\"async\" src=\"https:\/\/aiiot.jp\/wp-content\/uploads\/2026\/09\/02ea6ac2_illus1_1790573959-1.png\" alt=\"\u6599\u7406\u53f0\uff08Pydantic AI\uff09\u306e\u4e0a\u306b\u7f6e\u304b\u308c\u305f\u8abf\u7406\u5668\u5177\uff08Jev\u30e2\u30c7\u30eb\uff09\u306e\u30a4\u30e1\u30fc\u30b8\u3002\u8907\u6570\u306e\u6599\u7406\u3092\u540c\u6642\u306b\u8abf\u7406\u3057\u3066\u3044\u308b\u69d8\u5b50\" style=\"max-width:100%;height:auto;border-radius:10px;border:1px solid #e5e9ef;\"><\/figure>\n<p class=\"wp-block-paragraph\">\u307b\u304b\u306eAI\u30e2\u30c7\u30eb\uff08OpenAI\u3084Anthropic\u306a\u3069\uff09\u3068\u540c\u3058\u3088\u3046\u306b\u4f7f\u3048\u308b\u306e\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3001\u96e3\u3057\u3044\u5207\u308a\u66ff\u3048\u4f5c\u696d\u306f\u4e0d\u8981\u3067\u3059\u3002\u305d\u3057\u3066\u6700\u5927\u306e\u7279\u5fb4\u304c\u3001<span style=\"background:linear-gradient(transparent 58%, #fff176 58%);font-weight:600;padding:0 .06em;\">1\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u8907\u6570\u306e\u8cea\u554f\u3092\u4e26\u5217\uff08\u540c\u6642\uff09\u306b\u51e6\u7406\u3067\u304d\u308b<\/span>\u3068\u3044\u3046\u70b9\u3002\u3053\u308c\u304c\u5f93\u6765\u3068\u306e\u5927\u304d\u306a\u9055\u3044\u3067\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\"><strong>\u300c\u4e26\u5217\u51e6\u7406\u300d\u3092\u3082\u3063\u3068\u8eab\u8fd1\u306b\u305f\u3068\u3048\u308b\u3068\u2026\u2026<\/strong><\/p>\n<p class=\"wp-block-paragraph\">\u30b3\u30f3\u30d3\u30cb\u306e\u30ec\u30b8\u304c1\u53f0\u3057\u304b\u306a\u3044\u3068\u30015\u4eba\u4e26\u3093\u3067\u3044\u305f\u30895\u4eba\u5206\u306e\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u3067\u3082\u30ec\u30b8\u304c5\u53f0\u540c\u6642\u306b\u52d5\u3051\u3070\u3001\u307b\u307c\u540c\u6642\u306b\u5168\u54e1\u306e\u4f1a\u8a08\u304c\u7d42\u308f\u308a\u307e\u3059\u3002Jev\u306f\u307e\u3055\u306b\u3053\u306e\u30de\u30eb\u30c1\u30ec\u30b8\u65b9\u5f0f\u3067\u8cea\u554f\u3092\u3055\u3070\u3051\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-2\"><span class=\"ez-toc-section\" id=\"%E3%81%AA%E3%81%9C%E6%B3%A8%E7%9B%AE%E3%81%95%E3%82%8C%E3%81%A6%E3%81%84%E3%82%8B%E3%81%AE%E3%81%8B%EF%BC%8F%E4%BD%95%E3%81%8C%E3%81%99%E3%81%94%E3%81%84%E3%81%AE%E3%81%8B\"><\/span>\u306a\u305c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304b\uff0f\u4f55\u304c\u3059\u3054\u3044\u306e\u304b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-3\"><span class=\"ez-toc-section\" id=\"1_%E4%B8%A6%E5%88%97%E5%87%A6%E7%90%86%E3%81%A7%E3%80%8C%E5%BE%85%E3%81%A1%E6%99%82%E9%96%93%E3%80%8D%E3%81%8C%E5%8A%87%E7%9A%84%E3%81%AB%E7%9F%AD%E3%81%8F%E3%81%AA%E3%82%8B\"><\/span>1. \u4e26\u5217\u51e6\u7406\u3067\u300c\u5f85\u3061\u6642\u9593\u300d\u304c\u5287\u7684\u306b\u77ed\u304f\u306a\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u8907\u6570\u306e\u60c5\u5831\u3092\u96c6\u3081\u3066\u5224\u65ad\u3092\u4e0b\u3059\u3068\u304d\u3001\u5f93\u6765\u306f\u8cea\u554f\u3092\u4e00\u3064\u305a\u3064\u9806\u756a\u306b\u3053\u306a\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u305f\u3068\u3048\u3070\u300c\u5546\u54c1A\u306e\u5728\u5eab\u306f\uff1f\u2192\u7b54\u3048\u3092\u5f85\u3064\u2192\u5546\u54c1B\u306e\u4fa1\u683c\u306f\uff1f\u2192\u7b54\u3048\u3092\u5f85\u3064\u300d\u3068\u3044\u3046\u6d41\u308c\u3067\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">Jev\u3067\u306f <span style=\"background:linear-gradient(transparent 58%, #fff176 58%);font-weight:600;padding:0 .06em;\">1\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u8907\u6570\u306e\u8cea\u554f\u3092\u4e26\u5217\u51e6\u7406<\/span>\u3067\u304d\u308b\u305f\u3081\u3001\u300c\u5546\u54c1A\u306e\u5728\u5eab\u306f\uff1f\u30fb\u5546\u54c1B\u306e\u4fa1\u683c\u306f\uff1f\u30fb\u5546\u54c1C\u306e\u30ec\u30d3\u30e5\u30fc\u306f\uff1f\u300d\u3092\u540c\u6642\u306b\u6295\u3052\u304b\u3051\u3066\u3001\u307e\u3068\u3081\u3066\u7b54\u3048\u3092\u3082\u3089\u3048\u307e\u3059\u3002\u3053\u308c\u306f\u30b9\u30d4\u30fc\u30c9\u306b\u76f4\u7d50\u3059\u308b\u5927\u304d\u306a\u5f37\u307f\u3067\u3059\u3002<\/p>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-4\"><span class=\"ez-toc-section\" id=\"2_Pydantic_AI%E3%81%AE%E2%80%9D%E4%BB%96%E3%81%AE%E3%83%A2%E3%83%87%E3%83%AB%E3%81%A8%E5%90%8C%E3%81%98%E6%84%9F%E8%A6%9A%E2%80%9D%E3%81%A7%E4%BD%BF%E3%81%88%E3%82%8B\"><\/span>2. Pydantic AI\u306e&#8221;\u4ed6\u306e\u30e2\u30c7\u30eb\u3068\u540c\u3058\u611f\u899a&#8221;\u3067\u4f7f\u3048\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\"><code style=\"background:#eef1f5;padding:.1em .4em;border-radius:4px;font-family:ui-monospace,Menlo,Consolas,monospace;font-size:.92em;\">TypeSafeModel<\/code> \u3092\u4f7f\u3046\u3068\u3001OpenAI\u3084Gemini\u306a\u3069\u307b\u304b\u306eAI\u30e2\u30c7\u30eb\u3068\u540c\u3058\u66f8\u304d\u65b9\u30fb\u540c\u3058\u69cb\u9020\u3067Jev\u3092\u7d44\u307f\u8fbc\u3081\u307e\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u306b\u3068\u3063\u3066\u306f\u300c\u3044\u3064\u3082\u306e\u66f8\u304d\u65b9\u306e\u307e\u307e\u4e57\u308a\u63db\u3048\u3089\u308c\u308b\u300d\u3068\u3044\u3046\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u3001\u5b66\u7fd2\u30b3\u30b9\u30c8\u304c\u4f4e\u3044\u70b9\u3082\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u306a\u3044\u65b9\u306b\u3068\u3063\u3066\u306f\u3001\u300c\u7279\u5b9a\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u304c\u3063\u3061\u308a\u4f9d\u5b58\u3057\u306a\u304f\u3066\u3088\u3044\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u308b\u300d\u3068\u7406\u89e3\u3057\u3066\u3082\u3089\u3048\u308c\u3070\u5341\u5206\u3067\u3059\u3002\u3053\u308c\u306f<strong>\u30d9\u30f3\u30c0\u30fc\u30ed\u30c3\u30af\u30a4\u30f3\uff08\u7279\u5b9a\u4f1a\u793e\u3078\u306e\u904e\u5ea6\u306a\u4f9d\u5b58\uff09\u3092\u907f\u3051\u3089\u308c\u308b<\/strong>\u3068\u3044\u3046\u610f\u5473\u3067\u3082\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-5\"><span class=\"ez-toc-section\" id=\"3_%E3%80%8C%E6%B1%BA%E5%AE%9A%E3%82%92%E8%A1%8C%E3%81%86%E3%82%A8%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%83%88%E3%80%8D%E3%81%AB%E7%89%B9%E5%8C%96%E3%81%97%E3%81%9F%E8%A8%AD%E8%A8%88\"><\/span>3. \u300c\u6c7a\u5b9a\u3092\u884c\u3046\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u306b\u7279\u5316\u3057\u305f\u8a2d\u8a08<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\">Pydantic AI\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001Jev\u306f <strong>\u300c\u6c7a\u5b9a\u3092\u884c\u3046\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u3092\u52d5\u304b\u3059\u306e\u306b\u9069\u3057\u305f\u30e2\u30c7\u30eb<\/strong> \u3068\u3057\u3066\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5358\u306b\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u8907\u6570\u306e\u60c5\u5831\u3092\u96c6\u3081\u3066\u300c\u3069\u3046\u3059\u308b\u304b\u300d\u3092\u5224\u65ad\u3059\u308b\u30bf\u30a4\u30d7\u306eAI\u3068\u76f8\u6027\u304c\u826f\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u305f\u3068\u3048\u3070\u300c\u8907\u6570\u306e\u5019\u88dc\u5546\u54c1\u3092\u540c\u6642\u306b\u8abf\u3079\u3066\u3001\u6700\u3082\u30b3\u30b9\u30d1\u306e\u826f\u3044\u3082\u306e\u3092\u9078\u3076\u300d\u300c\u8907\u6570\u306e\u90e8\u7f72\u304b\u3089\u30c7\u30fc\u30bf\u3092\u540c\u6642\u306b\u5f15\u3063\u5f35\u3063\u3066\u3001\u7dcf\u5408\u7684\u306a\u5831\u544a\u66f8\u3092\u4f5c\u308b\u300d\u3068\u3044\u3063\u305f\u7528\u9014\u3067\u529b\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-6\"><span class=\"ez-toc-section\" id=\"%E3%82%8F%E3%81%9F%E3%81%97%E3%81%9F%E3%81%A1%E3%81%AB%E3%81%A9%E3%81%86%E9%96%A2%E4%BF%82%E3%81%99%E3%82%8B%EF%BC%9F%E2%94%80%E2%94%80%E4%BB%95%E4%BA%8B%E3%83%BB%E5%AD%A6%E3%81%B3%E3%83%BB%E6%9A%AE%E3%82%89%E3%81%97%E3%81%B8%E3%81%AE%E5%BD%B1%E9%9F%BF\"><\/span>\u308f\u305f\u3057\u305f\u3061\u306b\u3069\u3046\u95a2\u4fc2\u3059\u308b\uff1f\u2500\u2500\u4ed5\u4e8b\u30fb\u5b66\u3073\u30fb\u66ae\u3089\u3057\u3078\u306e\u5f71\u97ff<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u300c\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u66f8\u304b\u306a\u3044\u81ea\u5206\u306b\u306f\u95a2\u4fc2\u306a\u3044\u8a71\uff1f\u300d\u2014\u2014\u305d\u3046\u601d\u3063\u305f\u65b9\u3001\u3061\u3087\u3063\u3068\u5f85\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p class=\"wp-block-paragraph\"><strong>\u30d3\u30b8\u30cd\u30b9\u30b7\u30fc\u30f3\u3078\u306e\u5f71\u97ff<\/strong><\/p>\n<p class=\"wp-block-paragraph\">\u305f\u3068\u3048\u3070\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306eAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u300c\u6ce8\u6587\u72b6\u6cc1\u30fb\u5728\u5eab\u30fb\u914d\u9001\u4e88\u5b9a\u300d\u3092\u4e00\u6c17\u306b\u8abf\u3079\u3066\u5373\u7b54\u3057\u3066\u304f\u308c\u308b\u3068\u3057\u305f\u3089\u3001\u3053\u308c\u306fJev\u306e\u3088\u3046\u306a\u4e26\u5217\u51e6\u7406\u304c\u3042\u3063\u3066\u3053\u305d\u3067\u3059\u3002\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u304c\u901f\u304f\u306a\u308c\u3070\u3001\u305d\u306e\u6069\u6075\u306f\u4f7f\u3046\u79c1\u305f\u3061\u6d88\u8cbb\u8005\u5074\u306b\u3082\u5c4a\u304d\u307e\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\"><strong>\u30ce\u30fc\u30b3\u30fc\u30c9\u30fb\u30ed\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb\u3078\u306e\u6ce2\u53ca<\/strong><\/p>\n<p class=\"wp-block-paragraph\">\u5c06\u6765\u7684\u306b\u306f\u3001\u30b3\u30fc\u30c9\u3092\u66f8\u304b\u306a\u304f\u3066\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u308c\u308b\u30c4\u30fc\u30eb\u304c\u5897\u3048\u3066\u3044\u304d\u307e\u3059\u3002\u305d\u306e\u88cf\u5074\u3067Jev\u306e\u3088\u3046\u306a\u9ad8\u901f\u306a\u4e26\u5217\u51e6\u7406\u30e2\u30c7\u30eb\u304c\u52d5\u3044\u3066\u3044\u308b\u3053\u3068\u3067\u3001\u30c4\u30fc\u30eb\u306e\u5fdc\u7b54\u901f\u5ea6\u3084\u7cbe\u5ea6\u304c\u4e0a\u304c\u308b\u2014\u2014\u3068\u3044\u3046\u5f62\u3067\u3001\u9593\u63a5\u7684\u306b\u6069\u6075\u3092\u53d7\u3051\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\"><strong>AI\u3092\u5b66\u3076\u4eba\u306b\u3068\u3063\u3066\u306e\u610f\u5473<\/strong><\/p>\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3084AI\u958b\u767a\u3092\u5b66\u3093\u3067\u3044\u308b\u65b9\u306b\u3068\u3063\u3066\u306f\u3001\u300c\u3069\u306e\u30e2\u30c7\u30eb\u3092\u9078\u3076\u304b\u300d\u306f\u3068\u3066\u3082\u5927\u5207\u306a\u77e5\u8b58\u3067\u3059\u3002<span style=\"background:linear-gradient(transparent 58%, #fff176 58%);font-weight:600;padding:0 .06em;\">Pydantic AI\u3068\u3044\u3046\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u4e0a\u3067Jev\uff08TypeSafe\uff09\u304c\u4f7f\u3048\u308b<\/span>\u3053\u3068\u3092\u77e5\u3063\u3066\u304a\u304f\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08\u306e\u9078\u629e\u80a2\u304c\u5e83\u304c\u308a\u307e\u3059\u3002<\/p>\n<figure style=\"margin:1.6em 0;text-align:center;\"><img decoding=\"async\" src=\"https:\/\/aiiot.jp\/wp-content\/uploads\/2026\/09\/02ea6ac2_illus2_1790573992-1.png\" alt=\"1\u3064\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u8907\u6570\u306e\u60c5\u5831\u6e90\u306b\u540c\u6642\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u307e\u3068\u3081\u3066\u5224\u65ad\u3092\u4e0b\u3059\u30a4\u30e1\u30fc\u30b8\u56f3\" style=\"max-width:100%;height:auto;border-radius:10px;border:1px solid #e5e9ef;\"><\/figure>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-7\"><span class=\"ez-toc-section\" id=\"%E6%B0%97%E3%82%92%E3%81%A4%E3%81%91%E3%81%9F%E3%81%84%E7%82%B9%E2%94%80%E2%94%80%E9%81%8E%E5%BA%A6%E3%81%AA%E6%9C%9F%E5%BE%85%E3%81%AF%E7%A6%81%E7%89%A9\"><\/span>\u6c17\u3092\u3064\u3051\u305f\u3044\u70b9\u2500\u2500\u904e\u5ea6\u306a\u671f\u5f85\u306f\u7981\u7269<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-8\"><span class=\"ez-toc-section\" id=\"%E7%B4%A0%E6%9D%90%E3%81%AE%E6%83%85%E5%A0%B1%E9%87%8F%E3%81%AB%E3%81%AF%E9%99%90%E3%82%8A%E3%81%8C%E3%81%82%E3%82%8B\"><\/span>\u7d20\u6750\u306e\u60c5\u5831\u91cf\u306b\u306f\u9650\u308a\u304c\u3042\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306e\u5143\u60c5\u5831\uff08Pydantic\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff09\u306f\u3001\u6982\u8981\u30fb\u7d71\u5408\u65b9\u6cd5\u30fb\u4e26\u5217\u51e6\u7406\u306e\u5f37\u307f\u3092\u4e2d\u5fc3\u306b\u66f8\u304b\u308c\u3066\u304a\u308a\u3001<strong>\u5177\u4f53\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6570\u5024\u3084\u4fa1\u683c\u3001API\u306e\u8a73\u7d30\u4ed5\u69d8<\/strong>\u306b\u3064\u3044\u3066\u306f\u3042\u307e\u308a\u89e6\u308c\u3089\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u5b9f\u969b\u306b\u4f7f\u3046\u524d\u306b\u306f\u3001Jev\uff08TypeSafe\uff09\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3082\u5408\u308f\u305b\u3066\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-9\"><span class=\"ez-toc-section\" id=\"%E3%80%8C%E4%B8%A6%E5%88%97%E5%87%A6%E7%90%86%E3%80%8D%E3%81%AF%E4%B8%87%E8%83%BD%E3%81%A7%E3%81%AF%E3%81%AA%E3%81%84\"><\/span>\u300c\u4e26\u5217\u51e6\u7406\u300d\u306f\u4e07\u80fd\u3067\u306f\u306a\u3044<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\">\u4e26\u5217\u51e6\u7406\u304c\u5f97\u610f\u306a\u306e\u306f\u300c\u72ec\u7acb\u3057\u305f\u8907\u6570\u306e\u8cea\u554f\u3092\u540c\u6642\u306b\u6295\u3052\u308b\u300d\u30b1\u30fc\u30b9\u3067\u3059\u3002\u524d\u306e\u8cea\u554f\u306e\u7b54\u3048\u3092\u53d7\u3051\u3066\u304b\u3089\u6b21\u306e\u8cea\u554f\u3092\u8003\u3048\u308b\u3088\u3046\u306a<strong>\u9806\u756a\u4f9d\u5b58\u306e\u51e6\u7406<\/strong>\u306b\u306f\u3001\u4e26\u5217\u5316\u306e\u6069\u6075\u304c\u5c11\u306a\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-10\"><span class=\"ez-toc-section\" id=\"%E6%8A%80%E8%A1%93%E7%9A%84%E3%81%AA%E5%85%A5%E5%8F%A3%E3%81%AF%E5%BF%85%E8%A6%81\"><\/span>\u6280\u8853\u7684\u306a\u5165\u53e3\u306f\u5fc5\u8981<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\"><code style=\"background:#eef1f5;padding:.1em .4em;border-radius:4px;font-family:ui-monospace,Menlo,Consolas,monospace;font-size:.92em;\">TypeSafeModel<\/code> \u3092\u81ea\u5206\u3067\u4f7f\u3046\u306b\u306f\u3001Python\u306e\u57fa\u790e\u77e5\u8b58\u3068Pydantic AI\u306e\u4f7f\u3044\u65b9\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3044\u304d\u306a\u308a\u89e6\u308b\u306e\u306f\u96e3\u3057\u3044\u90e8\u5206\u3082\u3042\u308b\u305f\u3081\u3001<strong>\u307e\u305a\u306fPydantic AI\u306e\u57fa\u672c\u304b\u3089\u5b66\u3076<\/strong>\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-11\"><span class=\"ez-toc-section\" id=\"%E3%82%88%E3%81%8F%E3%81%82%E3%82%8B%E8%B3%AA%E5%95%8F\"><\/span>\u3088\u304f\u3042\u308b\u8cea\u554f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\"><strong>Jev\u3063\u3066\u4f55\u306e\u4f1a\u793e\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u304b\uff1f<\/strong><\/p>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>Jev \u306f <strong>TypeSafe<\/strong> \u3068\u3044\u3046\u4f1a\u793e\u304c\u63d0\u4f9b\u3059\u308bAI\u30e2\u30c7\u30eb\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>Pydantic AI\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u300cTypeSafe (Jev)\u300d\u3068\u3044\u3046\u8868\u8a18\u3067\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u8a73\u7d30\u306a\u4f1a\u793e\u60c5\u5831\u306f\u5143\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u7bc4\u56f2\u5916\u306e\u305f\u3081\u3001\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u78ba\u8a8d\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\"><strong>Pydantic\u3068Pydantic AI\u306f\u5225\u7269\u3067\u3059\u304b\uff1f<\/strong><\/p>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u306f\u3044\u3001\u5225\u7269\u3067\u3059\u3002<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span><strong>Pydantic<\/strong>\uff1aPython\u306e\u30c7\u30fc\u30bf\u691c\u8a3c\u30e9\u30a4\u30d6\u30e9\u30ea\uff08\u578b\u3092\u6b63\u78ba\u306b\u30c1\u30a7\u30c3\u30af\u3059\u308b\u30c4\u30fc\u30eb\uff09\u3002<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span><strong>Pydantic AI<\/strong>\uff1a\u305d\u306ePydantic\u30c1\u30fc\u30e0\u304c\u958b\u767a\u3057\u305f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u7bc9\u7528\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u4eca\u56de\u306e\u8a18\u4e8b\u306fPydantic AI\u306b\u95a2\u3059\u308b\u8a71\u984c\u3067\u3059\u3002<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\"><strong>\u4e26\u5217\u51e6\u7406\u304c\u3067\u304d\u308bAI\u30e2\u30c7\u30eb\u306fJev\u3060\u3051\u3067\u3059\u304b\uff1f<\/strong><\/p>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u5143\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u7bc4\u56f2\u3067\u306f\u3001\u4ed6\u306e\u30e2\u30c7\u30eb\u3068\u306e\u4e26\u5217\u51e6\u7406\u80fd\u529b\u306e\u6bd4\u8f03\u306f\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>Jev\u306e\u4e26\u5217\u51e6\u7406\u306f\u300c\u6700\u5927\u306e\u5f37\u307f\u300d\u3068\u3057\u3066\u7d39\u4ecb\u3055\u308c\u3066\u304a\u308a\u3001\u7279\u306b1\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u306e\u8907\u6570\u8cea\u554f\u540c\u6642\u51e6\u7406\u304c\u5f37\u8abf\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\"><strong>TypeSafeModel\u3092\u4f7f\u3046\u306e\u306b\u3069\u3093\u306a\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f<\/strong><\/p>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>Python \u306e\u57fa\u790e\u7684\u306a\u8aad\u307f\u66f8\u304d\u80fd\u529b<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>Pydantic AI \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>Jev\uff08TypeSafe\uff09\u306e\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08\u30a2\u30ab\u30a6\u30f3\u30c8\u30fbAPI\u30ad\u30fc\u306a\u3069\u3001\u8a73\u7d30\u306f\u516c\u5f0f\u78ba\u8a8d\u304c\u5fc5\u8981\uff09<\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\"><strong>Jev\u306f\u65e5\u672c\u8a9e\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<\/strong><\/p>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u5143\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u306f\u8a00\u8a9e\u5bfe\u5fdc\u306e\u8a73\u7d30\u306a\u8a18\u8ff0\u304c\u306a\u3044\u305f\u3081\u3001\u3053\u306e\u8cea\u554f\u3078\u306e\u78ba\u5b9f\u306a\u56de\u7b54\u306f\u7d20\u6750\u306e\u7bc4\u56f2\u5916\u3067\u3059\u3002<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span>\u516c\u5f0f\u306e TypeSafe\uff08Jev\uff09\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u76f4\u63a5\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-12\"><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\"><strong>Jev\uff08TypeSafe\uff09<\/strong> \u306f\u3001Pydantic AI\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092Jev\u30b5\u30fc\u30d3\u30b9\u4e0a\u3067\u52d5\u304b\u3059\u305f\u3081\u306e\u30e2\u30c7\u30eb\u3067\u3001<span style=\"background:linear-gradient(transparent 58%, #fff176 58%);font-weight:600;padding:0 .06em;\">1\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u8907\u6570\u306e\u8cea\u554f\u3092\u4e26\u5217\u51e6\u7406\u3067\u304d\u308b<\/span>\u3053\u3068\u304c\u6700\u5927\u306e\u5f37\u307f\u3067\u3059\u3002\u4ed6\u306e\u30e2\u30c7\u30eb\u3068\u540c\u3058\u611f\u899a\u3067\u4f7f\u3048\u308b\u305f\u3081\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u5c0e\u5165\u30cf\u30fc\u30c9\u30eb\u304c\u4f4e\u304f\u3001\u901f\u5ea6\u3068\u67d4\u8edf\u6027\u3092\u4e21\u7acb\u3067\u304d\u308b\u9078\u629e\u80a2\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3068\u3063\u3066\u306f\u300c\u3053\u3093\u306a\u4ed5\u7d44\u307f\u304cAI\u30b5\u30fc\u30d3\u30b9\u306e\u88cf\u5074\u306b\u3042\u308b\u300d\u3068\u77e5\u3063\u3066\u304a\u304f\u3060\u3051\u3067\u3082\u3001AI\u6d3b\u7528\u306e\u89e3\u50cf\u5ea6\u304c\u4e0a\u304c\u308b\u306f\u305a\u3002\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u3001<strong>Pydantic AI\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/strong>\u3092\u8abf\u3079\u3066\u307f\u308b\u3068\u3001\u3053\u306e\u8a18\u4e8b\u306e\u5185\u5bb9\u304c\u3055\u3089\u306b\u6df1\u304f\u7406\u89e3\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-13\"><span class=\"ez-toc-section\" id=\"%E5%8F%82%E8%80%83%E6%96%87%E7%8C%AE\"><\/span>\u53c2\u8003\u6587\u732e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span><a href=\"https:\/\/pydantic.dev\/docs\/ai\/models\/typesafe\/\" style=\"color:#1d6fd0;text-decoration:underline;\">TypeSafe (Jev) | Pydantic Docs<\/a><\/li>\n<\/ul>\n<script type=\"application\/ld+json\">{\"@context\": \"https:\/\/schema.org\", \"@type\": \"FAQPage\", \"mainEntity\": [{\"@type\": \"Question\", \"name\": \"Jev\u3063\u3066\u4f55\u306e\u4f1a\u793e\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u304b\uff1f\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"- Jev \u306f TypeSafe \u3068\u3044\u3046\u4f1a\u793e\u304c\u63d0\u4f9b\u3059\u308bAI\u30e2\u30c7\u30eb\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002 - Pydantic AI\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u300cTypeSafe (Jev)\u300d\u3068\u3044\u3046\u8868\u8a18\u3067\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002 - \u8a73\u7d30\u306a\u4f1a\u793e\u60c5\u5831\u306f\u5143\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u7bc4\u56f2\u5916\u306e\u305f\u3081\u3001\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u78ba\u8a8d\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002\"}}, {\"@type\": \"Question\", \"name\": \"Pydantic\u3068Pydantic AI\u306f\u5225\u7269\u3067\u3059\u304b\uff1f\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"- \u306f\u3044\u3001\u5225\u7269\u3067\u3059\u3002 - Pydantic\uff1aPython\u306e\u30c7\u30fc\u30bf\u691c\u8a3c\u30e9\u30a4\u30d6\u30e9\u30ea\uff08\u578b\u3092\u6b63\u78ba\u306b\u30c1\u30a7\u30c3\u30af\u3059\u308b\u30c4\u30fc\u30eb\uff09\u3002 - Pydantic AI\uff1a\u305d\u306ePydantic\u30c1\u30fc\u30e0\u304c\u958b\u767a\u3057\u305f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u7bc9\u7528\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002 - \u4eca\u56de\u306e\u8a18\u4e8b\u306fPydantic AI\u306b\u95a2\u3059\u308b\u8a71\u984c\u3067\u3059\u3002\"}}, {\"@type\": \"Question\", \"name\": \"\u4e26\u5217\u51e6\u7406\u304c\u3067\u304d\u308bAI\u30e2\u30c7\u30eb\u306fJev\u3060\u3051\u3067\u3059\u304b\uff1f\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"- \u5143\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u7bc4\u56f2\u3067\u306f\u3001\u4ed6\u306e\u30e2\u30c7\u30eb\u3068\u306e\u4e26\u5217\u51e6\u7406\u80fd\u529b\u306e\u6bd4\u8f03\u306f\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002 - Jev\u306e\u4e26\u5217\u51e6\u7406\u306f\u300c\u6700\u5927\u306e\u5f37\u307f\u300d\u3068\u3057\u3066\u7d39\u4ecb\u3055\u308c\u3066\u304a\u308a\u3001\u7279\u306b1\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u306e\u8907\u6570\u8cea\u554f\u540c\u6642\u51e6\u7406\u304c\u5f37\u8abf\u3055\u308c\u3066\u3044\u307e\u3059\u3002\"}}, {\"@type\": \"Question\", \"name\": \"TypeSafeModel\u3092\u4f7f\u3046\u306e\u306b\u3069\u3093\u306a\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u304b\uff1f\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"- Python \u306e\u57fa\u790e\u7684\u306a\u8aad\u307f\u66f8\u304d\u80fd\u529b - Pydantic AI \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9 - Jev\uff08TypeSafe\uff09\u306e\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08\u30a2\u30ab\u30a6\u30f3\u30c8\u30fbAPI\u30ad\u30fc\u306a\u3069\u3001\u8a73\u7d30\u306f\u516c\u5f0f\u78ba\u8a8d\u304c\u5fc5\u8981\uff09\"}}, {\"@type\": \"Question\", \"name\": \"Jev\u306f\u65e5\u672c\u8a9e\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u304b\uff1f\", \"acceptedAnswer\": {\"@type\": \"Answer\", \"text\": \"- \u5143\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u306f\u8a00\u8a9e\u5bfe\u5fdc\u306e\u8a73\u7d30\u306a\u8a18\u8ff0\u304c\u306a\u3044\u305f\u3081\u3001\u3053\u306e\u8cea\u554f\u3078\u306e\u78ba\u5b9f\u306a\u56de\u7b54\u306f\u7d20\u6750\u306e\u7bc4\u56f2\u5916\u3067\u3059\u3002 - \u516c\u5f0f\u306e TypeSafe\uff08Jev\uff09\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u76f4\u63a5\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002\"}}]}<\/script>\n","protected":false},"excerpt":{"rendered":"<p>PydanticAI\u3067\u4f7f\u3048\u308bJev\uff08TypeSafe\uff09\u30e2\u30c7\u30eb\u3092\u89e3\u8aac\u30021\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u8907\u6570\u306e\u8cea\u554f\u3092\u4e26\u5217\u51e6\u7406\u3067\u304d\u308b\u4ed5\u7d44\u307f\u306b\u3088\u308a\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5fdc\u7b54\u901f\u5ea6\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3067\u304d\u307e\u3059\u3002OpenAI\u3084Anthropic\u3068\u540c\u69d8\u306e\u624b\u9806\u3067\u5c0e\u5165\u53ef\u80fd\u3067\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":3233,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[11],"tags":[35,61,32,31,78],"class_list":["post-3208","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artificial-intelligence","tag-ai","tag-llm","tag-python","tag-31","tag-78"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"PydanticAI\u3067\u4f7f\u3048\u308bJev\uff08TypeSafe\uff09\u30e2\u30c7\u30eb\u3092\u89e3\u8aac\u30021\u56de\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u8907\u6570\u306e\u8cea\u554f\u3092\u4e26\u5217\u51e6\u7406\u3067\u304d\u308b\u4ed5\u7d44\u307f\u306b\u3088\u308a\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5fdc\u7b54\u901f\u5ea6\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3067\u304d\u307e\u3059\u3002OpenAI\u3084Anthropic\u3068\u540c\u69d8\u306e\u624b\u9806\u3067\u5c0e\u5165\u53ef\u80fd\u3067\u3059\u3002\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"\u5927\u7027 \u9054\u751f\"\/>\n\t<meta name=\"google-site-verification\" content=\"JZLWZbIbJaUYj4Na1s8DPd53qVY093-O3GAxCzRck0A\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/28\/jev-typesafe-pydantic-ai-parallel-model\/\" \/>\n\t<meta name=\"generator\" content=\"All in 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