{"id":26157,"date":"2025-12-02T15:15:23","date_gmt":"2025-12-02T15:15:23","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=26157"},"modified":"2025-12-02T15:15:23","modified_gmt":"2025-12-02T15:15:23","slug":"ai-%e3%81%a7%e5%86%8d%e6%b3%a8%e7%9b%ae%e3%81%95%e3%82%8c%e3%81%9f%e6%8a%80%e8%a1%93%e3%82%84%e3%83%84%e3%83%bc%e3%83%ab%e3%81%9f%e3%81%a1-%e3%81%bd%e9%9d%b4%e3%81%aa%e7%bc%b6","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/26157\/","title":{"rendered":"AI \u3067\u518d\u6ce8\u76ee\u3055\u308c\u305f\u6280\u8853\u3084\u30c4\u30fc\u30eb\u305f\u3061 &#8211; \u307d\u9774\u306a\u7f36"},"content":{"rendered":"\n<\/p>\n<div>\n<p>\u3053\u308c\u306f <a target=\"_blank\" href=\"https:\/\/qiita.com\/advent-calendar\/2025\/hatena\">\u306f\u3066\u306a\u30a8\u30f3\u30b8\u30cb\u30a2 Advent Calendar 2025<\/a> 2 \u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002<\/p>\n<p>\u5e74\u306e\u702c\u306a\u306e\u3067\u632f\u308a\u8fd4\u308a\u305f\u304f\u306a\u308b\u5b63\u7bc0\u3067\u3059\u306d\u3002<br \/>\u4eca\u5e74\u3082 AI \u306e\u8a71\u984c\u304c\u975e\u5e38\u306b\u591a\u304f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u666e\u53ca\u3092\u59cb\u3081\u3044\u308d\u3093\u306a\u5909\u5316\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u3001\u9ad8\u307e\u308b\u7cbe\u5ea6\u3001\u98db\u3073\u4ea4\u3046\u30d3\u30c3\u30b0\u30de\u30cd\u30fc\u3001\u8df3\u306d\u56de\u308b\u9a5a\u304d\u9054\u3002\u305d\u3046\u3044\u3046\u666f\u6c17\u306e\u826f\u3044\u8a71\u306f\u3055\u3066\u304a\u304d\u3001\u65e2\u5b58\u306e\u6280\u8853\u304c\u65b0\u3057\u3044\u6587\u8108\u3067\u518d\u6ce8\u76ee\u3055\u308c\u305f\u308a\u3001\u601d\u308f\u306c\u7528\u9014\u3067\u5e83\u304f\u4f7f\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u8d77\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4eca\u65e5\u306f\u305d\u3093\u306a\u300c\u4ee5\u524d\u304b\u3089\u5b58\u5728\u3057\u3066\u3044\u305f\u3051\u3069 AI \u306b\u3088\u3063\u3066\u65b0\u3057\u3044\u4fa1\u5024\u3092\u898b\u51fa\u3055\u308c\u305f\u6280\u8853\u3084\u30c4\u30fc\u30eb\u3092\u8a9e\u308d\u3046\u300d\u306e\u30b3\u30fc\u30ca\u30fc\u3067\u3059\u3002<\/p>\n<p>\u3044\u304f\u305e!!<\/p>\n<h2 id=\"Server-Sent-Events-SSE\">Server-Sent Events (SSE)<\/h2>\n<p>\u307e\u305a\u51fa\u4e16\u982d\u3068\u3057\u3066\u601d\u3044\u3064\u304f\u306e\u306f Server-Sent Events \u3067\u3057\u3087\u3046\u3002<br \/>\n<a target=\"_blank\" href=\"https:\/\/developer.mozilla.org\/ja\/docs\/Web\/API\/Server-sent_events\">Server-sent events &#8211; Web API | MDN<\/a><\/p>\n<p>\u4eca\u3084\u30c1\u30e3\u30c3\u30c8 AI \u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u306f\u307b\u3068\u3093\u3069 SSE \u3067\u9001\u3089\u308c\u3066\u6765\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>SSE \u306f HTTP \u30ec\u30b9\u30dd\u30f3\u30b9\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7a7a\u884c\u533a\u5207\u308a\u306e <code>data:<\/code> \u304b\u3089\u59cb\u307e\u308b\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u9001\u308b\u65b9\u6cd5\u3067\u3059\u3002\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30b5\u30a4\u30c9\u3067\u306f\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u9001\u4fe1\u7d42\u4e86\u3092\u5f85\u305f\u305a\u306b\u53d7\u4fe1\u3057\u305f\u30c7\u30fc\u30bf\u3092\u9010\u6b21\u4f7f\u3046\u3053\u3068\u3067\u6bb5\u968e\u7684\u306a\u8868\u793a\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"code\" data-lang=\"\" data-unlink=\"\">data: Yo\n\ndata: \u4ffa\u306e\u540d\u524d\u306f\n\ndata: \u307d\u304f\u3064\u306a\u3060\u305c\n\n# \u5b9f\u969b\u306b\u306f JSON \u306a\u3069\u69cb\u9020\u5316\u3057\u305f\u30c7\u30fc\u30bf\u3092\u9001\u308b<\/pre>\n<p>SSE \u81ea\u4f53\u306f\u305a\u3063\u3068\u524d\u304b\u3089\u3042\u3063\u3066\u30012004 \u5e74\u306e <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/WHATWG\">WHATWG<\/a> \u306e\u63d0\u6848\u306b\u8d77\u6e90\u304c\u3042\u308b\u3088\u3046\u3067\u3059\u306d<sup id=\"fnref:1\"><a target=\"_blank\" href=\"#fn:1\" rel=\"footnote\">1<\/a><\/sup>\u3002<\/p>\n<p>\u81ea\u5206\u304c SSE \u3092\u8a8d\u8b58\u3057\u305f\u306e\u306f\u3001WebSocket &amp; socket.io \u304c\u6d41\u884c\u3063\u305f\u5f8c\u3050\u3089\u3044\u3060\u3063\u305f\u3068\u601d\u3044\u307e\u3059\u3002<br \/>WebSocket \u304c\u51fa\u305f\u6d41\u308c\u3067\u3001\u30d6\u30e9\u30a6\u30b6\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u901a\u4fe1\u3092\u5b9f\u73fe\u3059\u308b\u95a2\u9023\u6280\u8853\u3068\u3057\u3066\u8a71\u984c\u306b\u767b\u3063\u305f\u308a\u3001\u304b\u3064\u3066\u3042\u3063\u305f <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Lingr\">Lingr<\/a> \u3068\u3044\u3046\u30c1\u30e3\u30c3\u30c8\u30b5\u30fc\u30d3\u30b9\u306f HTTP \u30d9\u30fc\u30b9\u306a\u3093\u3060\u3051\u3069 Comet \u3068\u3044\u3046\u65b9\u6cd5\u3067\u901a\u4fe1\u3057\u3066\u3044\u3066&#8230;\u307f\u305f\u3044\u306a\u3002\u6d41\u884c\u3063\u305f\u304b\u3089 WebSocket \u4f7f\u3063\u3066\u308b\u3060\u3051\u3067\u3001\u305d\u306e\u7528\u9014\u306a\u3089 SSE \u306e\u307b\u3046\u304c\u7c21\u5358\u306a\u306e\u3067\u306f? \u307f\u305f\u3044\u306a\u5b9f\u88c5\u3082\u898b\u304b\u3051\u305f\u308a\u3002<\/p>\n<p>ChatGPT \u3092\u521d\u3081\u3066\u89e6\u3063\u305f\u9803\u3001\u3053\u308c\u3069\u3046\u3084\u3063\u3066\u4f5c\u3063\u3066\u308b\u3093\u3060\u308d? \u3068 Developer Tool \u3067\u773a\u3081\u3066 <code>Content-Type: text\/event-stream<\/code> \u3092\u898b\u305f\u6642\u306f\u3001\u306a\u308b\u307b\u3069!! \u3068\u601d\u3063\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/developer.mozilla.org\/ja\/docs\/Web\/API\/EventSource\">EventSource<\/a> \u304c GET \u3057\u304b\u4f7f\u3048\u306a\u3044\u306e\u3082\u3042\u308a\u3001\u5f53\u6642\u306f\u30c1\u30e3\u30c3\u30c8\u30eb\u30fc\u30e0\u7684\u306a\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b GET \u3067\u63a5\u7d9a\u3057\u3066\u66f4\u65b0\u3092\u964d\u3089\u305b\u308b\u30a4\u30e1\u30fc\u30b8\u3067\u3057\u305f\u304c\u3001\u6700\u8fd1\u306e\u30c1\u30e3\u30c3\u30c8 AI \u3067\u306f\u30e6\u30fc\u30b6\u5165\u529b\u306e POST \u306b\u5bfe\u3057\u3066 AI \u751f\u6210\u30ec\u30b9\u30dd\u30f3\u30b9\u3092 SSE \u3067\u8fd4\u3059\u5f62\u306a\u306e\u304c\u3061\u3087\u3063\u3068\u65b0\u3057\u3044\u611f\u3058\u3067\u3059\u306d\u3002\u6614\u304b\u3089\u3084\u3063\u3066\u308b\u4eba\u306f\u5c45\u305f\u3068\u306f\u601d\u3046\u3051\u3069\u3082\u3002<\/p>\n<h2 id=\"Pandoc-\u3067\u306e-Markdown-\u5316\">Pandoc \u3067\u306e <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Markdown\">Markdown<\/a> \u5316<\/h2>\n<p><a target=\"_blank\" href=\"https:\/\/pandoc.org\/\">Pandoc<\/a> \u306f\u69d8\u3005\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u5909\u63db\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3002<\/p>\n<p>AI \u3092\u4f7f\u3063\u3066\u8ad6\u6587\u3084\u30b9\u30e9\u30a4\u30c9\u3001<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%C5%C5%BB%D2%BD%F1%C0%D2\">\u96fb\u5b50\u66f8\u7c4d<\/a>\u3092\u8aad\u307f\u305f\u3044\u3002\u4eca\u3084\u30c1\u30e3\u30c3\u30c8 AI \u5074\u306e\u5bfe\u5fdc\u304c\u5145\u5b9f\u3057\u3066\u76f4\u63a5\u6e21\u305b\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u308b\u308f\u3051\u3067\u3059\u304c\u30012023 \u5e74\u9803\u306f\u81ea\u524d\u3067\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306b\u5909\u63db\u3057\u305f\u308a\u30d9\u30af\u30c8\u30eb\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u3063\u305f\u308a\u3057\u3066\u3044\u305f\u308f\u3051\u3067\u3059\u3002\u4eca\u3067\u3082\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u3088\u3063\u3066\u306f\u3084\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n<p><a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/EPUB\">EPUB<\/a> \u3092 <a target=\"_blank\" href=\"https:\/\/github.com\/Unstructured-IO\/unstructured\">Unstructured<\/a> \u3092\u4f7f\u3063\u3066\u5909\u63db\u3057\u3088\u3046\u3068\u3057\u305f\u3068\u3053\u308d\u4f9d\u5b58\u306b\u542b\u307e\u308c\u3066\u3044\u308b Pandoc \u3068\u518d\u4f1a\u3002<\/p>\n<p>\u304a\u524d\u3068\u3053\u3093\u306a\u3068\u3053\u308d\u3067\u4f1a\u3046\u3068\u306f&#8230; \u6614 <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Markdown\">Markdown<\/a> \u3068 <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Redmine\">Redmine<\/a> \u306e Textile \u3092\u5909\u63db\u3057\u3066\u304f\u308c\u305f\u3088\u306d\u3002<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A4%CF%A4%C6%A4%CA%B5%AD%CB%A1\">\u306f\u3066\u306a\u8a18\u6cd5<\/a>\u3082<sup id=\"fnref:2\"><a target=\"_blank\" href=\"#fn:2\" rel=\"footnote\">2<\/a><\/sup>\u5909\u63db\u3057\u3061\u3083\u3063\u305f\u308a\u306d\u3001\u61d0\u304b\u3057\u3044\u3058\u3083\u3093\u3002\u3042\u3042\u3046\u3093\u3001\u307e\u305f\u4eca\u5ea6\u98ef\u3067\u3082\u884c\u3053\u3046\u3088\u3001\u307f\u305f\u3044\u306a\u3002<\/p>\n<p>Pandoc \u306f\u73cd\u3057\u3044 <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Haskell\">Haskell<\/a> \u88fd\u306e\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3082\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u30ea\u30ea\u30fc\u30b9\u306f 2006 \u5e74\u306a\u3093\u3067\u3059\u306d\u3002\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u5909\u63db\u304c\u666e\u904d\u7684\u306a\u30bf\u30b9\u30af\u3067\u3042\u308b\u3053\u3068\u3092\u8003\u3048\u3066\u3082\u306a\u304b\u306a\u304b\u3059\u3054\u3044\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"Google Trends - Pandoc \u306e\u4f38\u3073\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/p\/pokutuna\/20251202\/20251202035503.png\" width=\"800\" height=\"583\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption><a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Google\">Google<\/a> Trends &#8211; Pandoc \u306e\u4f38\u3073<\/figcaption><\/figure>\n<\/p>\n<p>\u30c6\u30ad\u30b9\u30c8\u5316\u3068\u3044\u3046\u30c8\u30d4\u30c3\u30af\u3067\u306f\u3001\u6700\u8fd1\u306e <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/OCR\">OCR<\/a> \u3082\u52e2\u3044\u304c\u3042\u308a\u307e\u3059\u306d\u3002<br \/>\u3061\u3087\u3063\u3068\u524d\u306b <a target=\"_blank\" href=\"https:\/\/huggingface.co\/deepseek-ai\/DeepSeek-OCR\">DeepSeek-OCR<\/a> \u304c\u8a71\u984c\u306b\u306a\u308a\u307e\u3057\u305f\u304c <a target=\"_blank\" href=\"https:\/\/olmocr.allenai.org\/\">olmOCR<\/a> \u3084 <a target=\"_blank\" href=\"https:\/\/mistral.ai\/news\/mistral-ocr\">Mistral OCR<\/a> \u3082\u4eca\u5e74\u51fa\u305f\u30e2\u30c7\u30eb\u3002LLM\/VLM \u306e\u767a\u5c55\u306b\u3088\u3063\u3066\u8272\u3093\u306a\u30e2\u30c7\u30eb\u304c\u516c\u958b\u3055\u308c\u307e\u3057\u305f\u3002\u65e5\u672c\u8a9e\u3067\u306f <a target=\"_blank\" href=\"https:\/\/kotaro-kinoshita.github.io\/yomitoku\/\">YomiToku<\/a> \u304c\u51fa\u305f\u308a\u3002\u3061\u3087\u3046\u3069\u3053\u306e\u8a18\u4e8b\u3082\u8a71\u984c\u306b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftech.layerx.co.jp%2Fentry%2F2025%2F12%2F01%2F161913\" title=\"OCR\u6280\u8853\u306e\u5909\u9077\u3068\u65e5\u672c\u8a9e\u5bfe\u5fdc\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u691c\u8a3c - LayerX \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/tech.layerx.co.jp\/entry\/2025\/12\/01\/161913\">tech.layerx.co.jp<\/a><\/cite><\/p>\n<p><a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Markdown\">Markdown<\/a> \u81ea\u4f53\u3082 AI \u3067\u518d\u6ce8\u76ee\u3055\u308c\u305f\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3068\u3044\u3048\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u5c11\u3057\u524d\u307e\u3067\u306f\u30a6\u30a7\u30d6\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u30c6\u30ad\u30b9\u30c8\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3068\u3044\u3046\u96f0\u56f2\u6c17\u3060\u3063\u305f\u3051\u3069\u3001\u4eca\u3084 AI \u3068\u69cb\u9020\u5316\u30c6\u30ad\u30b9\u30c8\u3092\u3084\u308a\u53d6\u308a\u3059\u308b\u969b\u306e\u6a19\u6e96\u7684\u306a\u9078\u629e\u80a2\u306b\u306a\u3063\u3066\u3044\u308b\u611f\u3058\u304c\u3042\u308a\u307e\u3059\u306d\u3002<\/p>\n<h2 id=\"Marp-\u3067\u30b9\u30e9\u30a4\u30c9\u3092\u4f5c\u308b\">Marp \u3067\u30b9\u30e9\u30a4\u30c9\u3092\u4f5c\u308b<\/h2>\n<p><a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Markdown\">Markdown<\/a> \u3064\u306a\u304c\u308a\u3067 <a target=\"_blank\" href=\"https:\/\/marp.app\/\">Marp<\/a> \u3092\u4e45\u3005\u306b\u4f7f\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>Marp \u306f <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Markdown\">Markdown<\/a> \u3067\u30b9\u30e9\u30a4\u30c9\u3092\u4f5c\u308b\u30c4\u30fc\u30eb\u30022016 \u5e74\u9803\u306b\u8a71\u984c\u306b\u306a\u3063\u3066\u6d41\u884c\u308a\u307e\u3057\u305f<sup id=\"fnref:3\"><a target=\"_blank\" href=\"#fn:3\" rel=\"footnote\">3<\/a><\/sup>\u3002\u4eca\u5e74\u52c9\u5f37\u4f1a\u306e\u8cc7\u6599\u3092\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f7f\u3044\u3064\u3064 Marp \u3067\u4f5c\u3063\u305f\u3089\u5185\u5bb9\u3088\u308a\u300c\u61d0\u304b\u3057\u3063\u300d\u3068\u3044\u3046\u53cd\u5fdc\u3092\u9802\u3044\u3066\u3001\u307e\u3042\u78ba\u304b\u306b\u305d\u3046\u3060\u306a\u3068\u3002<br \/>\n\u6700\u8fd1\u3001<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Markdown\">Markdown<\/a> \u304b\u3089 <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Google\">Google<\/a> \u30b9\u30e9\u30a4\u30c9\u3092\u751f\u6210\u3059\u308b\u30c4\u30fc\u30eb <a target=\"_blank\" href=\"https:\/\/github.com\/k1LoW\/deck\">k1LoW\/deck<\/a> \u3082\u8a71\u984c\u306b\u306a\u308a\u307e\u3057\u305f\u306d\u3002LLM \u306e\u652f\u63f4\u3092\u53d7\u3051\u3089\u308c\u308b\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u304c\u518d\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u6d41\u308c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Markdown\">Markdown<\/a> \u304b\u3089\u4f55\u304b\u3092\u751f\u6210\u3059\u308b\u65b9\u9762\u3067\u306f\u3001<a target=\"_blank\" href=\"https:\/\/mermaid.js.org\/\">Mermaid<\/a> \u3067\u63cf\u304b\u308c\u305f\u56f3\u3092\u898b\u308b\u983b\u5ea6\u3082\u5897\u3048\u305f\u6c17\u304c\u3057\u307e\u3059\u3002AI \u306b\u63cf\u304b\u305b\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30c6\u30ad\u30b9\u30c8\u3067\u95a2\u4fc2\u6027\u3092\u8868\u73fe\u3059\u308b\u305f\u3081\u306b Mermaid \u8a18\u6cd5\u3092\u4f7f\u3063\u3066 AI \u306b\u5165\u529b\u3059\u308b\u4e8b\u4f8b\u3082\u898b\u307e\u3059\u306d\u3002<\/p>\n<p>\u300c\u60c5\u5831\u3092\u3069\u3046\u30c6\u30ad\u30b9\u30c8\u5316\u3057\u3066\u5165\u529b\u3059\u308b\u304b\u300d\u3068\u3044\u3046\u6587\u8108\u3067\u306f\u3001<a target=\"_blank\" href=\"https:\/\/github.com\/microsoft\/playwright-mcp\">Playwright MCP<\/a> \u304c\u30d6\u30e9\u30a6\u30b6\u64cd\u4f5c\u306b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%A2%A5%AF%A5%BB%A5%B7%A5%D3%A5%EA%A5%C6%A5%A3\">\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3<\/a>\u30c4\u30ea\u30fc\u3092\u4f7f\u3063\u3066\u6210\u529f\u3057\u3066\u3044\u305f\u306e\u304c\u5370\u8c61\u7684\u3067\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%A2%A5%AF%A5%BB%A5%B7%A5%D3%A5%EA%A5%C6%A5%A3\">\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3<\/a>\u30c4\u30ea\u30fc(Playwright \u306e ariaSnapshot)\u3092\u898b\u3066\u307f\u308b\u3068\u3053\u3093\u306a\u611f\u3058<\/p>\n<pre class=\"code lang-yaml\" data-lang=\"yaml\" data-unlink=\"\"><span class=\"synStatement\">- <\/span>generic <span class=\"synSpecial\">[<\/span>active<span class=\"synSpecial\">]<\/span> <span class=\"synSpecial\">[<\/span>ref=e1<span class=\"synSpecial\">]<\/span>:\n  <span class=\"synStatement\">- <\/span>iframe <span class=\"synSpecial\">[<\/span>ref=e3<span class=\"synSpecial\">]<\/span>:\n    <span class=\"synStatement\">- <\/span>generic <span class=\"synSpecial\">[<\/span>ref=f24e3<span class=\"synSpecial\">]<\/span>:\n\n\n\n    <span class=\"synStatement\">- <\/span>generic <span class=\"synSpecial\">[<\/span>ref=e21<span class=\"synSpecial\">]<\/span>:\n      <span class=\"synStatement\">- <\/span>generic <span class=\"synSpecial\">[<\/span>ref=e22<span class=\"synSpecial\">]<\/span>:\n        <span class=\"synStatement\">- <\/span>generic <span class=\"synSpecial\">[<\/span>ref=e24<span class=\"synSpecial\">]<\/span>:\n          <span class=\"synStatement\">- <\/span>article <span class=\"synSpecial\">[<\/span>ref=e25<span class=\"synSpecial\">]<\/span>:\n            <span class=\"synStatement\">- <\/span>generic <span class=\"synSpecial\">[<\/span>ref=e26<span class=\"synSpecial\">]<\/span>:\n              <span class=\"synStatement\">- <\/span>generic <span class=\"synSpecial\">[<\/span>ref=e27<span class=\"synSpecial\">]<\/span>:\n                <span class=\"synStatement\">- <\/span>link <span class=\"synConstant\">\"2025-12-02\"<\/span> <span class=\"synSpecial\">[<\/span>ref=e29<span class=\"synSpecial\">]<\/span> <span class=\"synSpecial\">[<\/span>cursor=pointer<span class=\"synSpecial\">]<\/span>:\n                  <span class=\"synStatement\">- <\/span><span class=\"synIdentifier\">\/url<\/span><span class=\"synSpecial\">:<\/span> https:\/\/blog.pokutuna.com\/archive\/2025\/12\/02\n                  <span class=\"synStatement\">- <\/span>time <span class=\"synSpecial\">[<\/span>ref=e30<span class=\"synSpecial\">]<\/span>: 2025-12-02\n                <span class=\"synStatement\">- <\/span>heading <span class=\"synConstant\">\"AI \u3067\u518d\u6ce8\u76ee\u3055\u308c\u305f\u6280\u8853\u3084\u30c4\u30fc\u30eb\u305f\u3061\"<\/span> <span class=\"synSpecial\">[<\/span>level=1<span class=\"synSpecial\">]<\/span> <span class=\"synSpecial\">[<\/span>ref=e31<span class=\"synSpecial\">]<\/span>:\n                  <span class=\"synStatement\">- <\/span>link <span class=\"synConstant\">\"AI \u3067\u518d\u6ce8\u76ee\u3055\u308c\u305f\u6280\u8853\u3084\u30c4\u30fc\u30eb\u305f\u3061\"<\/span> <span class=\"synSpecial\">[<\/span>ref=e32<span class=\"synSpecial\">]<\/span> <span class=\"synSpecial\">[<\/span>cursor=pointer<span class=\"synSpecial\">]<\/span>:\n                    <span class=\"synStatement\">- <\/span><span class=\"synIdentifier\">\/url<\/span><span class=\"synSpecial\">:<\/span> https:\/\/blog.pokutuna.com\/entry\/ai-rediscovered-tech-and-tools\n              <span class=\"synStatement\">- <\/span>generic <span class=\"synSpecial\">[<\/span>ref=e33<span class=\"synSpecial\">]<\/span>:\n                <span class=\"synStatement\">- <\/span>paragraph <span class=\"synSpecial\">[<\/span>ref=e34<span class=\"synSpecial\">]<\/span>:\n                  <span class=\"synStatement\">- <\/span><span class=\"synIdentifier\">text<\/span><span class=\"synSpecial\">:<\/span> \u3053\u308c\u306f\n                  <span class=\"synStatement\">- <\/span>link <span class=\"synConstant\">\"\u306f\u3066\u306a\u30a8\u30f3\u30b8\u30cb\u30a2 Advent Calendar 2025\"<\/span> <span class=\"synSpecial\">[<\/span>ref=e35<span class=\"synSpecial\">]<\/span> <span class=\"synSpecial\">[<\/span>cursor=pointer<span class=\"synSpecial\">]<\/span>:\n                    <span class=\"synStatement\">- <\/span><span class=\"synIdentifier\">\/url<\/span><span class=\"synSpecial\">:<\/span> https:\/\/qiita.com\/advent-calendar\/2025\/hatena\n                  <span class=\"synStatement\">- <\/span><span class=\"synIdentifier\">text<\/span><span class=\"synSpecial\">:<\/span> <span class=\"synConstant\">2<\/span> \u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002\n                <span class=\"synStatement\">- <\/span>paragraph <span class=\"synSpecial\">[<\/span>ref=e36<span class=\"synSpecial\">]<\/span>:\n                  <span class=\"synStatement\">- <\/span><span class=\"synIdentifier\">text<\/span><span class=\"synSpecial\">:<\/span> \u5e74\u306e\u702c\u306a\u306e\u3067\u632f\u308a\u8fd4\u308a\u305f\u304f\u306a\u308b\u5b63\u7bc0\u3067\u3059\u306d\u3002\n                  <span class=\"synStatement\">- <\/span><span class=\"synIdentifier\">text<\/span><span class=\"synSpecial\">:<\/span> \u4eca\u5e74\u3082 AI \u306e\u8a71\u984c\u304c\u975e\u5e38\u306b\u591a\u304f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u666e\u53ca\u3092\u59cb\u3081\u3044\u308d\u3093\u306a\u5909\u5316\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u3001\u9ad8\u307e\u308b\u7cbe\u5ea6\u3001\u98db\u3073\u4ea4\u3046\u30d3\u30c3\u30b0\u30de\u30cd\u30fc\u3001\u8df3\u306d\u56de\u308b\u9a5a\u304d\u9054\u3002\u305d\u3046\u3044\u3046\u666f\u6c17\u306e\u826f\u3044\u8a71\u306f\u3055\u3066\u304a\u304d\u3001\u65e2\u5b58\u306e\u6280\u8853\u304c\u65b0\u3057\u3044\u6587\u8108\u3067\u518d\u6ce8\u76ee\u3055\u308c\u305f\u308a\u3001\u601d\u308f\u306c\u7528\u9014\u3067\u5e83\u304f\u4f7f\u308f\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u8d77\u304d\u3066\u3044\u307e\u3059\u3002\n                <span class=\"synStatement\">- <\/span>paragraph <span class=\"synSpecial\">[<\/span>ref=e37<span class=\"synSpecial\">]<\/span>: \u4eca\u65e5\u306f\u305d\u3093\u306a\u300c\u4ee5\u524d\u304b\u3089\u5b58\u5728\u3057\u3066\u3044\u305f\u3051\u3069 AI \u306b\u3088\u3063\u3066\u65b0\u3057\u3044\u4fa1\u5024\u3092\u898b\u51fa\u3055\u308c\u305f\u6280\u8853\u3084\u30c4\u30fc\u30eb\u3092\u8a9e\u308d\u3046\u300d\u306e\u30b3\u30fc\u30ca\u30fc\u3067\u3059\u3002\n<\/pre>\n<p>\u751f\u306e HTML \u306f\u5de8\u5927\u3067\u30ce\u30a4\u30ba\u3082\u591a\u304f AI \u306b\u6e21\u3059\u306e\u306f\u53b3\u3057\u3044\u3067\u3059\u3002\u305d\u3053\u3067 <a target=\"_blank\" href=\"https:\/\/playwright.dev\/\">Playwright<\/a> \u306e\u30c6\u30b9\u30c8\u306b\u304a\u3044\u3066\u3001\u30da\u30fc\u30b8\u69cb\u9020\u306e\u6bd4\u8f03\u306b\u4f7f\u308f\u308c\u3066\u3044\u305f <a target=\"_blank\" href=\"https:\/\/playwright.dev\/docs\/api\/class-locator#locator-aria-snapshot\">ariaSnapshot<\/a> \u304c\u3001\u30da\u30fc\u30b8\u69cb\u9020\u3092\u4f1d\u3048\u308b\u624b\u6bb5\u306b\u8ee2\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5f93\u6765 Playwright \u3084 React Testing Library \u306f\u3001\u30c6\u30b9\u30c8\u3092\u66f8\u304f\u969b\u306b id \u3084 class \u5c5e\u6027\u3067\u306e\u53c2\u7167\u3067\u306f\u306a\u304f\u3001role \u3084 label \u3067\u306e\u53c2\u7167\u3092\u63a8\u5968\u3057\u3066\u3044\u3066\u3001\u30e6\u30fc\u30b6\u304c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u3046\u6642\u3068\u8fd1\u3044\u5f62\u3067\u30c6\u30b9\u30c8\u3092\u66f8\u304f\u3088\u3046\u306b\u4fc3\u3057\u3066\u3044\u3066\u3001\u305d\u308c\u304c\u7d50\u679c\u7684\u306b AI \u306b\u3068\u3063\u3066\u3082\u6271\u3044\u3084\u3059\u3044<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%B7%A5%EA%A5%A2%A5%E9%A5%A4%A5%BA\">\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba<\/a>\u5f62\u5f0f\u306b\u306a\u3063\u305f\u3001\u3068\u3044\u3046\u306e\u304c\u9762\u767d\u3044\u3067\u3059\u306d\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u30d6\u30e9\u30a6\u30b6\u64cd\u4f5c\u306e\u5148\u99c6\u3051 browser-use \u306b\u3088\u308b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u8981\u7d20\u306e\u30cf\u30a4\u30e9\u30a4\u30c8 &amp; \u53ef\u8996\u5316\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/p\/pokutuna\/20251202\/20251202192449.gif\" width=\"800\" height=\"556\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u30d6\u30e9\u30a6\u30b6\u64cd\u4f5c\u306e\u5148\u99c6\u3051 <a target=\"_blank\" href=\"https:\/\/github.com\/browser-use\/browser-use\">browser-use<\/a> \u306b\u3088\u308b<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%A4%A5%F3%A5%BF%A5%E9%A5%AF%A5%C6%A5%A3%A5%D6\">\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6<\/a>\u8981\u7d20\u306e\u30cf\u30a4\u30e9\u30a4\u30c8 &amp; \u53ef\u8996\u5316<\/figcaption><\/figure>\n<\/p>\n<h2 id=\"\u97f3\u58f0\u5165\u529b\">\u97f3\u58f0\u5165\u529b<\/h2>\n<p>\u518d\u6ce8\u76ee? \u3068\u3044\u3046\u3068\u9055\u3046\u6c17\u3082\u3059\u308b\u3051\u3069\u3001\u81ea\u5206\u306f\u4eca\u5e74\u304b\u3089\u3060\u3044\u3076\u97f3\u58f0\u5165\u529b\u3092\u4f7f\u3046\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4ee5\u524d\u306f\u3001\u88dc\u5b8c\u3092\u6d3b\u7528\u3057\u3066\u66f8\u304d\u307e\u304f\u3063\u3066\u3044\u305f\u308f\u3051\u3060\u3051\u3069\u3001\u4eca\u306f AI \u306b\u6307\u793a\u3092\u3059\u308b\u969b\u306b\u4e3b\u8a9e\u8ff0\u8a9e\u76ee\u7684\u8a9e\u306e\u63c3\u3063\u305f\u6587\u7ae0\u3092\u66f8\u304f\u3053\u3068\u304c\u5897\u3048\u3066\u304d\u305f\u3002\u8907\u6570\u306e\u5165\u529b\u6b04\u3092\u884c\u3063\u305f\u308a\u6765\u305f\u308a\u3057\u3064\u3064\u3001\u90fd\u5ea6\u6587\u7ae0\u3092\u6574\u3048\u308b\u306e\u306f\u5730\u5473\u306b\u624b\u9593\u3067\u3001\u97f3\u58f0\u5165\u529b\u3067\u304d\u308b\u3068\u306a\u304b\u306a\u304b\u4fbf\u5229\u3067\u3059\u3002<\/p>\n<p>2022 \u306b OpenAI \u304c <a target=\"_blank\" href=\"https:\/\/github.com\/openai\/whisper\">Whisper<\/a> \u3092\u516c\u958b\u3057\u3001\u305d\u306e\u9ad8\u3044\u7cbe\u5ea6\u306b\u9a5a\u304b\u3055\u308c\u305f\u306e\u3082\u6614\u306e\u8a71\u3002\u3053\u30531\u5e74\u3050\u3089\u3044\u3067 Whisper \u3092\u4f7f\u3063\u3066\u6587\u5b57\u5165\u529b\u3059\u308b\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u304c\u3044\u304f\u3064\u304b\u51fa\u307e\u3057\u305f\u3002\u4eca\u5e74\u306e3\u6708\u3050\u3089\u3044\u306b <a target=\"_blank\" href=\"https:\/\/superwhisper.com\/\">Superwhisper<\/a> \u3084 <a target=\"_blank\" href=\"https:\/\/aquavoice.com\/\">Aqua Voice<\/a> \u304c\u8a71\u984c\u306b\u306a\u3063\u3066\u6d41\u884c\u3063\u305f\u304b\u306a? \u81ea\u5206\u306f <a target=\"_blank\" href=\"https:\/\/github.com\/Beingpax\/VoiceInk\">VoiceInk<\/a> \u3092\u4f7f\u3063\u3066\u3044\u307e\u3059\u3002<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/OSS\">OSS<\/a> \u306a\u306e\u3067\u3061\u3087\u3063\u3068\u6539\u9020\u3057\u3066\u4f7f\u3063\u3066\u3044\u308b\u3001\u3053\u3046\u3044\u3046\u9078\u629e\u80a2\u304c\u3042\u308b\u306e\u306f\u3044\u3044\u3067\u3059\u306d\u3002<\/p>\n<h3 id=\"\u305d\u306e\u4ed6\">\u305d\u306e\u4ed6<\/h3>\n<p>\u81ea\u5206\u306f\u4f7f\u3063\u3066\u3044\u306a\u3044\u3051\u3069 <a target=\"_blank\" href=\"https:\/\/obsidian.md\/\">Obsidian<\/a> \u304c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30c4\u30fc\u30eb\u3068\u3057\u3066\u518d\u6ce8\u76ee\u3055\u308c\u305f\u308a\u3001RAG \u306e\u6587\u8108\u3067\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u4f5c\u3063\u3066 retrieval \u3057\u3088\u3046\u3068\u3044\u3046 <a target=\"_blank\" href=\"https:\/\/github.com\/microsoft\/graphrag\">GraphRAG<\/a> \u304c\u8a71\u984c\u306b\u306a\u3063\u3066\u4e45\u3005\u306b <a target=\"_blank\" href=\"https:\/\/neo4j.com\/\">Neo4j<\/a> \u306e\u8a71\u3092\u805e\u3044\u305f\u308a\u3002<\/p>\n<p>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8d70\u3089\u305b\u308b\u305f\u3081 sandbox \u6280\u8853\u306b\u3082\u6ce8\u76ee\u304c\u96c6\u307e\u308a\u307e\u3057\u305f\u3002\u81ea\u5206\u306f\u6700\u8fd1\u307e\u3067\u77e5\u3089\u306a\u304b\u3063\u305f\u3051\u3069\u30012016 \u5e74\u3054\u308d\u306e <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Sierra\">Sierra<\/a> \u9803\u304b\u3089\u975e\u63a8\u5968\u306e <code>sandbox-exec<\/code> \u3092\u3001Codex\u3001Claude Code\u3001Gemini <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/CLI\">CLI<\/a>\u3001Cursor \u5168\u54e1\u304c\u958b\u304d\u76f4\u3063\u3066\u4f7f\u3063\u3066\u308b\u3068\u3044\u3046\u306e\u3082\u30a6\u30b1\u307e\u3059\u306d\u3002<\/p>\n<h2 id=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/h2>\n<p>\u4ee5\u4e0a\u3001AI \u3067\u518d\u6ce8\u76ee\u3055\u308c\u305f\u6280\u8853\u3084\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<br \/>\u4eca\u5e74 1 \u5e74\u3001\u3053\u308c\u4e45\u3005\u306b\u898b\u305f\u306a\u3042\u3068\u3044\u3046\u306e\u3092\u30e1\u30e2\u3063\u3066\u304a\u3044\u3066\u4eca\u3059\u3079\u3066\u653e\u51fa\u3057\u307e\u3057\u305f\u3002\u4ed6\u306b\u601d\u3044\u3064\u3044\u305f\u3082\u306e\u304c\u3042\u308c\u3070\u3001\u305c\u3072\u30d6\u30c3\u30af\u30de\u30fc\u30af\u3084 <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Twitter\">Twitter<\/a> \u3067\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<hr\/>\n<p>\u3053\u308c\u306f <a target=\"_blank\" href=\"https:\/\/qiita.com\/advent-calendar\/2025\/hatena\">\u306f\u3066\u306a\u30a8\u30f3\u30b8\u30cb\u30a2 Advent Calendar 2025<\/a> 2 \u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3057\u305f\u3002<br \/>\u6628\u65e5\u306f <a target=\"_blank\" href=\"http:\/\/blog.hatena.ne.jp\/mizdra\/\" class=\"hatena-id-icon\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cdn.profile-image.st-hatena.com\/users\/mizdra\/profile.png\" width=\"16\" height=\"16\" alt=\"\" class=\"hatena-id-icon\"\/>id:mizdra<\/a> \u3055\u3093\u306e <a target=\"_blank\" href=\"https:\/\/www.mizdra.net\/entry\/2025\/12\/01\/121805\">\u666e\u6bb5\u4f7f\u3044\u3067\u304d\u308b\u4fdd\u8b77\u30ec\u30a4\u30e4\u30fc\u300crestricted shell\u300d\u306e\u7d39\u4ecb &#8211; mizdra&#8217;s blog<\/a> \u3067\u3057\u305f\u3002<br \/>\u660e\u65e5\u306f <a target=\"_blank\" href=\"http:\/\/blog.hatena.ne.jp\/todays_mitsui\/\" class=\"hatena-id-icon\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cdn.profile-image.st-hatena.com\/users\/todays_mitsui\/profile.png\" width=\"16\" height=\"16\" alt=\"\" class=\"hatena-id-icon\"\/>id:todays_mitsui<\/a> \u3055\u3093\u306e\u4e88\u5b9a\u3067\u3059\u3002\u304a\u697d\u3057\u307f\u306b!!<\/p>\n<\/div>\n<p><script>(function(d, s, id) {\n  var js, fjs = d.getElementsByTagName(s)[0];\n  if (d.getElementById(id)) return;\n  js = d.createElement(s); js.id = id;\n  js.src = 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[&hellip;]","protected":false},"author":1,"featured_media":26158,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[2],"tags":[],"class_list":["post-26157","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hatena-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI \u3067\u518d\u6ce8\u76ee\u3055\u308c\u305f\u6280\u8853\u3084\u30c4\u30fc\u30eb\u305f\u3061 - \u307d\u9774\u306a\u7f36 - \u30dd\u30b1\u30b3\u30f3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blog.pokutuna.com\/entry\/ai-rediscovered-tech-and-tools\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" 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