{"id":26241,"date":"2025-12-03T05:38:39","date_gmt":"2025-12-03T05:38:39","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=26241"},"modified":"2025-12-03T05:38:39","modified_gmt":"2025-12-03T05:38:39","slug":"vlm%e3%81%a8ai%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88%e3%81%a7%e4%bd%9c%e3%82%8b%e3%82%b9%e3%83%a2%e3%83%bc%e3%82%af%e3%83%81%e3%83%bc%e3%82%ba-abeja-tech-blog","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/26241\/","title":{"rendered":"VLM\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u4f5c\u308b\u30b9\u30e2\u30fc\u30af\u30c1\u30fc\u30ba &#8211; ABEJA Tech Blog"},"content":{"rendered":"\n<\/p>\n<div>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/h\/hiroyuki_abeja\/20251201\/20251201011201.png\" width=\"1200\" height=\"717\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>ABEJA\u306e\u5927\u7530\u9ed2\u3067\u3059\u3002<a target=\"_blank\" href=\"https:\/\/tech-blog.abeja.asia\/archive\/category\/ABEJA%E3%82%A2%E3%83%89%E3%83%99%E3%83%B3%E3%83%88%E3%82%AB%E3%83%AC%E3%83%B3%E3%83%80%E3%83%BC2025\">ABEJA\u30a2\u30c9\u30d9\u30f3\u30c8\u30ab\u30ec\u30f3\u30c0\u30fc2025<\/a>\u306e3\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002\u4eca\u56de\u306fVision-Language Model\uff08VLM\uff09\u3068AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f7f\u3063\u3066\u3001\u300c\u3044\u3044\u611f\u3058\u306e\u71fb\u88fd\u3092\u81ea\u52d5\u3067\u4f5c\u308c\u306a\u3044\u304b\uff1f\u300d\u3068\u3044\u3046\u5b9f\u9a13\u306b\u53d6\u308a\u7d44\u3093\u3060\u5185\u5bb9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u307b\u307c\u30cd\u30bf\u8a18\u4e8b\u3067\u3059\u3002\u6570\u5e74\u524d\u306b\u30ad\u30e3\u30f3\u30d7\u7528\u3068\u3057\u3066SOTO\u306e<a target=\"_blank\" href=\"https:\/\/shop.shinfuji.co.jp\/products\/st-125\">\u30ad\u30c3\u30c1\u30f3\u9999\u623f<\/a> \u3092\u8cfc\u5165\u3057\u3001\u6700\u8fd1\u306f\u81ea\u5b85\u30ad\u30c3\u30c1\u30f3\u3067\u3082\u624b\u8efd\u306b\u71fb\u88fd\u3092\u697d\u3057\u3093\u3067\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5bb6\u5ead\u7528\u30ac\u30b9\u30b3\u30f3\u30ed\u3067\u71fb\u88fd\u3092\u884c\u3046\u5834\u5408\u3001\u71b1\u6e90\u3068\u71fb\u88fd\u5668\u306e\u8ddd\u96e2\u304c\u8abf\u6574\u3057\u3065\u3089\u3044\u3068\u3044\u3046\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u711a\u304d\u706b\u3084\u30d0\u30fc\u30ca\u30fc\u3092\u4f7f\u3046\u30a2\u30a6\u30c8\u30c9\u30a2\u74b0\u5883\u3068\u306f\u7570\u306a\u308a\u3001\u5bb6\u5ead\u7528\u30ac\u30b9\u30b3\u30f3\u30ed\u306f\u706b\u529b\u8abf\u6574\u306e\u7c92\u5ea6\u304c\u7c97\u304f\u3001\u6700\u5f31\u706b\u3067\u3082\u601d\u3063\u305f\u4ee5\u4e0a\u306b\u6e29\u5ea6\u304c\u4e0a\u304c\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u6700\u5f31\u706b\u3067\u3082\u77ed\u6642\u9593\u3067 140\u2103\u3092\u8d85\u3048\u3066\u3057\u307e\u3046\uff08\u71b1\u71fb\u306e\u6e29\u5ea6\u304b\u3089\u5927\u304d\u304f\u9038\u8131\uff09<\/li>\n<li>\u6eb6\u3051\u3084\u3059\u3044\u98df\u6750\uff08\u30c1\u30fc\u30ba\u306a\u3069\uff09\u304c\u4e00\u77ac\u3067\u5931\u6557<\/li>\n<li>\u8ddd\u96e2\u8abf\u6574\u304c\u3067\u304d\u305a\u3001\u706b\u529b\u3092\u4e0b\u3052\u308b\u4ee5\u5916\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u306a\u3044<\/li>\n<\/ul>\n<p>\u3053\u3046\u3057\u305f\u7406\u7531\u304b\u3089\u3001\u6e29\u5ea6\u7dad\u6301\u304c\u6700\u3082\u96e3\u3057\u3044\u5de5\u7a0b\u306b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u306e\u6e29\u5ea6\u7ba1\u7406\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u3001<\/p>\n<ul>\n<li>\u6e29\u5ea6\u8a08\u306e\u6620\u50cf\u3092VLM\u306b\u8aad\u307f\u53d6\u3089\u305b\u308b<\/li>\n<li>\u8aad\u307f\u53d6\u3063\u305f\u6e29\u5ea6\u3092\u57fa\u306b\u3001AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u706b\u529b\u3092\u5236\u5fa1\u3059\u308b<\/li>\n<\/ul>\n<p>\u3068\u3044\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u5b9f\u73fe\u3067\u304d\u308c\u3070\u3001\u300c\u6e29\u5ea6\u3092\u3044\u3044\u611f\u3058\u306b\u4fdd\u3064\u71fb\u88fd\u30d7\u30ed\u30bb\u30b9\u306e\u81ea\u52d5\u5316\u300d\u304c\u53ef\u80fd\u306b\u306a\u308b\u306e\u3067\u306f\uff1f\u3068\u8003\u3048\u3066\u3001\u5b9f\u969b\u306b\u5c11\u3057\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p>\u6ce8\u610f\uff1a\u4eca\u56de\u306fAC100V\u3092\u7528\u3044\u305f\u5de5\u4f5c\u3068\u306a\u308a\u307e\u3059\u3002\u71b1\u6e90\u3082\u4f7f\u7528\u3057\u307e\u3059\u3002\u3082\u3057\u771f\u4f3c\u3055\u308c\u308b\u65b9\u304c\u3044\u3089\u3063\u3057\u3083\u3063\u305f\u3089\u3001\u611f\u96fb\u3084\u706b\u707d\u306b\u306f\u5341\u5206\u6c17\u3092\u3064\u3051\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2 id=\"21-\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u69cb\u6210\">2.1 \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u69cb\u6210<\/h2>\n<p>\u4eca\u56de\u3001\u71fb\u88fd\u5668\u4ed8\u5c5e\u306e\u4e38\u5f62\u6e29\u5ea6\u8a08\u3068\u30c7\u30b8\u30bf\u30eb\u6e29\u5ea6\u8a08\uff08\u71b1\u96fb\u5bfe\uff09\u3092\u4f7f\u3063\u305f\uff12\u3064\u306e\u30d1\u30bf\u30fc\u30f3\u3067\u69cb\u7bc9\uff06\u5b9f\u9a13\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/h\/hiroyuki_abeja\/20251127\/20251127155048.png\" width=\"1200\" height=\"492\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig: \u71fb\u88fd\u5c02\u7528\u6e29\u5ea6\u8a08\u3092\u4f7f\u7528\u3057\u305f\u30d0\u30fc\u30b8\u30e7\u30f3 (V1)<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/h\/hiroyuki_abeja\/20251127\/20251127155010.png\" width=\"1200\" height=\"489\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig: \u30c7\u30b8\u30bf\u30eb\u6e29\u5ea6\u8a08\u3092\u4f7f\u7528\u3057\u305f\u30d0\u30fc\u30b8\u30e7\u30f3 (V2)<\/p>\n<h2 id=\"22-\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8a73\u7d30\">2.2 \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8a73\u7d30<\/h2>\n<h2 id=\"221-\u96fb\u6c17\u30b3\u30f3\u30ed\">2.2.1 \u96fb\u6c17\u30b3\u30f3\u30ed<\/h2>\n<p>\u4eca\u56de\u306e\u3088\u3046\u306bSSR\u3067\u77ed\u3044\u5468\u671f\u306eON\/OFF\u5236\u5fa1\u3092\u884c\u3046\u5834\u5408\u3001\u30d2\u30fc\u30bf\u30fc\u306f\u300c\u30b7\u30f3\u30d7\u30eb\u306a\u96fb\u71b1\u7dda\u300d\u3067\u69cb\u6210\u3055\u308c\u305f\u96fb\u6c17\u30b3\u30f3\u30ed\u3067\u3042\u308b\u3053\u3068\u304c\u5fc5\u9808\u3067\u3059\u3002\u7406\u7531\u306f\u3001\u6700\u8fd1\u306e\u30dd\u30fc\u30bf\u30d6\u30ebIH\u30d2\u30fc\u30bf\u30fc\u3084\u96fb\u5b50\u5236\u5fa1\u30b3\u30f3\u30ed\u306f\u5185\u90e8\u306b\u30de\u30a4\u30b3\u30f3\u3084\u30bf\u30c3\u30c1\u30dc\u30bf\u30f3\u5236\u5fa1\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u304a\u308a\u3001\u5916\u90e8\u304b\u3089\u96fb\u6e90\u3092\u65ad\u7d9a\u3057\u3066\u3082\u6b63\u5e38\u306b\u52a0\u71b1\u52d5\u4f5c\u306b\u623b\u3089\u306a\u3044\u305f\u3081\u3067\u3059\u3002\u96fb\u6e90\u6295\u5165\u3054\u3068\u306b\u30dc\u30bf\u30f3\u64cd\u4f5c\u304c\u5fc5\u8981\u306a\u30e2\u30c7\u30eb\u3084\u3001\u5185\u90e8\u4fdd\u8b77\u56de\u8def\u304c\u983b\u7e41\u306b\u52d5\u4f5c\u3059\u308b\u30e2\u30c7\u30eb\u3082\u3042\u308a\u3001\u81ea\u52d5\u5236\u5fa1\u7528\u9014\u306b\u306f\u9069\u3057\u307e\u305b\u3093\u3002\u3082\u3057\u3001\u4f3c\u305f\u3088\u3046\u306a\u5b9f\u9a13\u3092\u3059\u308b\u5834\u5408\u306f\u3001\u96fb\u71b1\u7dda\uff08\u30cb\u30af\u30ed\u30e0\u7dda\u306a\u3069\uff09\u3092\u901a\u96fb\u3057\u3066\u767a\u71b1\u3055\u305b\u308b\u30b7\u30f3\u30d7\u30eb\u306a\u52a0\u71b1\u5668\u5177\u3092\u63a2\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"hatena-asin-detail\"><a target=\"_blank\" href=\"https:\/\/www.amazon.co.jp\/dp\/B0DN6GM6S3?tag=hatena-22&amp;linkCode=osi&amp;th=1&amp;psc=1\" class=\"hatena-asin-detail-image-link\" target=\"_blank\" rel=\"sponsored noopener\"><img decoding=\"async\" src=\"https:\/\/m.media-amazon.com\/images\/I\/51nDv8ADAFL._SL500_.jpg\" class=\"hatena-asin-detail-image\" alt=\"\u96fb\u6c17\u30b3\u30f3\u30ed \u5353\u4e0a \u30df\u30cb 1000W \u30ed\u30fc\u30b9\u30c8\u30b9\u30c8\u30fc\u30d6 \u96fb\u6c17\u30d0\u30fc\u30ca\u30fc \u52a0\u71b1\u7ba1 \u64cd\u4f5c\u7c21\u5358 \u5c0f\u578b\u30d2\u30fc\u30bf\u30fc \u30b3\u30f3\u30d1\u30af\u30c8 \u9ad8\u52b9\u7387 \u5b89\u5168\u6027 \u904e\u71b1\u4fdd\u8b77 \u591a\u7528\u9014 \u4fbf\u5229 \u8010\u4e45\u6027 \u304a\u6e6f \u30b3\u30fc\u30d2\u30fc \u53f0\u6240 \u5bee \u304a\u8336 \u4e00\u4eba\u66ae\u3089\u3057\" title=\"\u96fb\u6c17\u30b3\u30f3\u30ed \u5353\u4e0a \u30df\u30cb 1000W \u30ed\u30fc\u30b9\u30c8\u30b9\u30c8\u30fc\u30d6 \u96fb\u6c17\u30d0\u30fc\u30ca\u30fc \u52a0\u71b1\u7ba1 \u64cd\u4f5c\u7c21\u5358 \u5c0f\u578b\u30d2\u30fc\u30bf\u30fc \u30b3\u30f3\u30d1\u30af\u30c8 \u9ad8\u52b9\u7387 \u5b89\u5168\u6027 \u904e\u71b1\u4fdd\u8b77 \u591a\u7528\u9014 \u4fbf\u5229 \u8010\u4e45\u6027 \u304a\u6e6f \u30b3\u30fc\u30d2\u30fc \u53f0\u6240 \u5bee \u304a\u8336 \u4e00\u4eba\u66ae\u3089\u3057\"\/><\/a><\/div>\n<h2 id=\"222-\u71b1\u96fb\u5bfe\">2.2.2 \u71b1\u96fb\u5bfe<\/h2>\n<p>\u71b1\u96fb\u5bfe\u306f\u3001\u7570\u306a\u308b2\u7a2e\u985e\u306e\u91d1\u5c5e\u3092\u63a5\u5408\u3057\u305f\u3068\u304d\u306b\u751f\u3058\u308b\u300c\u71b1\u8d77\u96fb\u529b\u300d\u3092\u5229\u7528\u3057\u3066\u6e29\u5ea6\u3092\u6e2c\u5b9a\u3059\u308b\u30bb\u30f3\u30b5\u30fc\u3067\u3059\u3002\u63a5\u5408\u70b9\uff08\u6e2c\u6e29\u63a5\u70b9\uff09\u306e\u6e29\u5ea6\u3068\u3001\u53cd\u5bfe\u5074\uff08\u57fa\u6e96\u63a5\u70b9\uff09\u306e\u6e29\u5ea6\u5dee\u306b\u3088\u3063\u3066\u96fb\u5727\u304c\u767a\u751f\u3057\u3001\u305d\u306e\u96fb\u5727\u5024\u304b\u3089\u6e29\u5ea6\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002\u69cb\u9020\u304c\u30b7\u30f3\u30d7\u30eb\u3067\u9ad8\u6e29\u306b\u5f37\u304f\u3001\u5fdc\u7b54\u901f\u5ea6\u304c\u901f\u3044\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002K\u3001J\u3001T\u306a\u3069\u8907\u6570\u306e\u7a2e\u985e\u304c\u3042\u308a\u3001\u7528\u9014\u3084\u6e2c\u5b9a\u7bc4\u56f2\u306b\u5fdc\u3058\u3066\u9078\u629e\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u6b63\u78ba\u306b\u6e29\u5ea6\u3092\u6c42\u3081\u308b\u306b\u306f\u57fa\u6e96\u63a5\u70b9\u306e\u6e29\u5ea6\u88dc\u511f\uff08\u51b7\u63a5\u70b9\u88dc\u511f\uff09\u304c\u5fc5\u9808\u3067\u3059\u3002\u7523\u696d\u6a5f\u5668\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u3001\u52a0\u71b1\u88c5\u7f6e\u306a\u3069\u5e45\u5e83\u3044\u5834\u9762\u3067\u5229\u7528\u3055\u308c\u308b\u3001\u6c4e\u7528\u6027\u306e\u9ad8\u3044\u6e29\u5ea6\u30bb\u30f3\u30b5\u30fc\u3067\u3059\u3002<\/p>\n<div class=\"hatena-asin-detail\"><a target=\"_blank\" href=\"https:\/\/www.amazon.co.jp\/dp\/B0CYWPXB7D?tag=hatena-22&amp;linkCode=ogi&amp;th=1&amp;psc=1\" class=\"hatena-asin-detail-image-link\" target=\"_blank\" rel=\"sponsored noopener\"><img decoding=\"async\" src=\"https:\/\/m.media-amazon.com\/images\/I\/41zfWo+3o7L._SL500_.jpg\" class=\"hatena-asin-detail-image\" alt=\"\u6e29\u5ea6\u8a08 TM902C \u30c7\u30b8\u30bf\u30eb K\u578b\u6e29\u5ea6\u8a08 \u96fb\u6c60\u30bf\u30a4\u30d7 LCD\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u30c7\u30b8\u30bf\u30eb\u30bb\u30f3\u30b5\u30fc \u30bb\u30f3\u30b5\u30fc \u71b1\u96fb\u5bfe\u30d7\u30ed\u30fc\u30d6 \u6c17\u4f53 \u6db2\u4f53 \u534a\u56fa\u4f53 \u6e29\u5ea6\u6e2c\u5b9a \u691c\u77e5 \u7523\u696d\u7528 \u8868\u9762\u70ed\u7535\u5076\u201150\u20111300\u2103 (\u30d0\u30c3\u30c6\u30ea\u30fc\u306a\u3057) [\u4e26\u884c\u8f38\u5165\u54c1]\" title=\"\u6e29\u5ea6\u8a08 TM902C \u30c7\u30b8\u30bf\u30eb K\u578b\u6e29\u5ea6\u8a08 \u96fb\u6c60\u30bf\u30a4\u30d7 LCD\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u30c7\u30b8\u30bf\u30eb\u30bb\u30f3\u30b5\u30fc \u30bb\u30f3\u30b5\u30fc \u71b1\u96fb\u5bfe\u30d7\u30ed\u30fc\u30d6 \u6c17\u4f53 \u6db2\u4f53 \u534a\u56fa\u4f53 \u6e29\u5ea6\u6e2c\u5b9a \u691c\u77e5 \u7523\u696d\u7528 \u8868\u9762\u70ed\u7535\u5076\u201150\u20111300\u2103 (\u30d0\u30c3\u30c6\u30ea\u30fc\u306a\u3057) [\u4e26\u884c\u8f38\u5165\u54c1]\"\/><\/a><\/div>\n<h2 id=\"223-Raspberry-Pi\">2.2.3 Raspberry Pi<\/h2>\n<p>Raspberry Pi\u306f\u3001\u624b\u306e\u3072\u3089\u30b5\u30a4\u30ba\u306e\u30b7\u30f3\u30b0\u30eb\u30dc\u30fc\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u3001GPIO\u306b\u3088\u308b\u30bb\u30f3\u30b5\u30fc\u5236\u5fa1\u304b\u3089\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u51e6\u7406\u307e\u3067\u5e45\u5e83\u3044\u7528\u9014\u306b\u4f7f\u3048\u308b\u6c4e\u7528\u30c7\u30d0\u30a4\u30b9\u3067\u3059\u3002Linux \u30d9\u30fc\u30b9\u306e OS \u3092\u52d5\u304b\u3057\u3001Python \u306a\u3069\u3067\u624b\u8efd\u306b\u5468\u8fba\u6a5f\u5668\u3092\u5236\u5fa1\u3067\u304d\u308b\u305f\u3081\u3001\u7d44\u307f\u8fbc\u307f\u7528\u9014\u3084\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3067\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8fd1\u5e74\u306e\u30e2\u30c7\u30eb\u306f\u5341\u5206\u306a CPU \u6027\u80fd\u3068\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u5916\u90e8 API \u3092\u53e9\u3044\u3066VLM\uff08Vision-Language Model\uff09\u3092\u5229\u7528\u3057\u305f\u753b\u50cf\u89e3\u6790\u3084\u3001\u30af\u30e9\u30a6\u30c9\u5074\u3067\u52d5\u4f5c\u3059\u308b AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306e\u9023\u643a \u3082\u5b9f\u7528\u7684\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u6e29\u5ea6\u30fb\u6620\u50cf\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u306e\u60c5\u5831\u3092\u53d6\u5f97\u3057\u3001\u5916\u90e8\u306e AI \u3068\u9023\u643a\u3057\u3066\u5224\u65ad\u3057\u305f\u7d50\u679c\u3092SSR\u7d4c\u7531\u3067\u52a0\u71b1\u5236\u5fa1\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u81ea\u52d5\u71fb\u88fd\u5668\u306e\u3088\u3046\u306a\u9ad8\u5ea6\u306a\u5236\u5fa1\u30b7\u30b9\u30c6\u30e0\u3092\u5c0f\u898f\u6a21\u306a\u69cb\u6210\u3067\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"224-\u30bd\u30ea\u30c3\u30c9\u30b9\u30c6\u30fc\u30c8\u30ea\u30ec\u30fcSSR\">2.2.4 \u30bd\u30ea\u30c3\u30c9\u30b9\u30c6\u30fc\u30c8\u30ea\u30ec\u30fc\uff08SSR)<\/h2>\n<p>\u30bd\u30ea\u30c3\u30c9\u30b9\u30c6\u30fc\u30c8\u30ea\u30ec\u30fc\uff08SSR\uff09\u306f\u3001\u30e1\u30ab\u30cb\u30ab\u30eb\u306a\u63a5\u70b9\u3092\u6301\u305f\u305a\u3001\u534a\u5c0e\u4f53\u7d20\u5b50\uff08\u30c8\u30e9\u30a4\u30a2\u30c3\u30af\u306a\u3069\uff09\u3067\u96fb\u529b\u306e\u30aa\u30f3\u30fb\u30aa\u30d5\u3092\u884c\u3046\u30ea\u30ec\u30fc\u3067\u3059\u3002\u7269\u7406\u7684\u306b\u91d1\u5c5e\u63a5\u70b9\u3092\u52d5\u304b\u3055\u306a\u3044\u305f\u3081\u3001\u30b9\u30a4\u30c3\u30c1\u30f3\u30b0\u304c\u9ad8\u901f\u30fb\u9759\u97f3\u3067\u3001\u632f\u52d5\u3084\u6469\u8017\u306e\u5f71\u97ff\u3092\u53d7\u3051\u306b\u304f\u3044\u3068\u3044\u3046\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/taguromaru\/20251125\/20251125161906.png\" width=\"1200\" height=\"583\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<h2 id=\"23-\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u69cb\u6210\">2.3 \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u69cb\u6210<\/h2>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/h\/hiroyuki_abeja\/20251127\/20251127164932.png\" width=\"1200\" height=\"714\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u6e29\u5ea6\u3092\u53d6\u5f97\u3059\u308b\u3001\u96fb\u6c17\u30b3\u30f3\u30ed\u3092ON\u306b\u3059\u308b\u3001\u96fb\u6c17\u30b3\u30f3\u30ed\u3092OFF\u306b\u3059\u308b\u3068\u3044\u3046\u3001\uff13\u3064\u306e\u30c4\u30fc\u30eb\u304c\u767b\u9332\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001SSEServerTransport\u3092\u7528\u3044\u308b\u4e8b\u3067LAN\u5185\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u306e\u3067\u3001\u5916\u304b\u3089\u306e\u6e29\u5ea6\u78ba\u8a8d\u3084\u5236\u5fa1\u5272\u308a\u8fbc\u307f\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4f7f\u7528\u3057\u3066\u3044\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3084\u30e2\u30c7\u30eb\u306f\u4e0b\u8a18\u3067\u3059\u3002<\/p>\n<ul>\n<li>Python<\/li>\n<li>LangChain<\/li>\n<li>LangChain MCP Adapters<\/li>\n<li>LangChain OpenAI<\/li>\n<li>MCP 1.22.0<\/li>\n<li>OpenAI<\/li>\n<li>OpenCV<\/li>\n<li>Pillow<\/li>\n<\/ul>\n<p>\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f\u4e0b\u8a18\u3067\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n<iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fgithub.com%2Fxecus%2Fkunsei-creator\" title=\"GitHub - xecus\/kunsei-creator: VLM x AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u30c1\u30fc\u30ba\u306e\u71fb\u88fd\u3092\u4f5c\u308b\u3068\u3044\u3046\u8b0e\u30ea\u30dd\u30b8\u30c8\u30ea\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/github.com\/xecus\/kunsei-creator\">github.com<\/a><\/cite><\/p>\n<h2 id=\"31-\u71fb\u88fd\u5668\u4ed8\u5c5e\u306e\u30a2\u30ca\u30ed\u30b0\u6e29\u5ea6\u8a08\u4f7f\u7528\u30d0\u30fc\u30b8\u30e7\u30f3\u9014\u4e2d\u3067\u5b9f\u9a13\u505c\u6b62\">3.1 \u71fb\u88fd\u5668\u4ed8\u5c5e\u306e\u30a2\u30ca\u30ed\u30b0\u6e29\u5ea6\u8a08\u4f7f\u7528\u30d0\u30fc\u30b8\u30e7\u30f3\uff08\u9014\u4e2d\u3067\u5b9f\u9a13\u505c\u6b62\uff09<\/h2>\n<p><strong>\u3053\u3061\u3089\u306e\u5b9f\u9a13\u3067\u306f\u3001\u30a2\u30ca\u30ed\u30b0\u6e29\u5ea6\u8a08\u3092\u4f7f\u3044\u307e\u3057\u305f\u304c\u3001\u9014\u4e2d\u3067\u5b9f\u9a13\u3092\u4e2d\u6b62\u3057\u307e\u3057\u305f\u3002\u30a2\u30ca\u30ed\u30b0\u6e29\u5ea6\u8a08\u306e\u8aad\u307f\u53d6\u308a\u8aa4\u5dee\u304c\u5927\u304d\u304f\u3001\u6b63\u3057\u304f\u6e29\u5ea6\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u304c\u3067\u304d\u3066\u3044\u306a\u304b\u3063\u305f\u305f\u3081\u3067\u3059\u3002<\/strong><\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/taguromaru\/20251130\/20251130235050.jpg\" width=\"1200\" height=\"900\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig 3.1.1 \u71fb\u88fd\u3059\u308b\u524d\u306e\u30c1\u30fc\u30ba\u9054\uff08\u3082\u3046\u7f8e\u5473\u3057\u305d\u3046\uff09<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/h\/hiroyuki_abeja\/20251201\/20251201002813.png\" width=\"1200\" height=\"667\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig 3.1.2 Web\u30ab\u30e1\u30e9\u306e\u4f4d\u7f6e\u8abf\u7bc0\u30fb\u30d4\u30f3\u30c8\u5408\u308f\u305b<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/taguromaru\/20251130\/20251130235824.jpg\" width=\"1200\" height=\"900\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig 3.1.3 \u9806\u8abf\u306b\u6e29\u5ea6\u304c\u4e0a\u304c\u3063\u3066\u3044\u304f\u69d8\u5b50\u3002\u9999\u3070\u3057\u3044\u5302\u3044\u304c\u30ad\u30c3\u30c1\u30f3\u306b\u7acb\u3061\u8fbc\u3081\u308b\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/taguromaru\/20251130\/20251130235959.jpg\" width=\"1200\" height=\"900\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig 3.1.4  \u6c17\u3065\u3044\u305f\u3089180\u5ea6\u8d85\u3048\u305f\u306e\u3067\u3001\u5b9f\u9a13\u505c\u6b62\u3002\u3060\u3044\u3076\u9999\u3070\u3057\u3044\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/taguromaru\/20251130\/20251130235417.jpg\" width=\"1200\" height=\"900\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig3.1.5 \u8d85\u77ed\u671f\u9593\u3067\u6fc3\u3044\u8272\u306b&#8230;.<\/p>\n<h2 id=\"32-\u30c7\u30b8\u30bf\u30eb\u6e29\u5ea6\u8a08\u71b1\u96fb\u5bfe\u3092\u4f7f\u7528\u3057\u305f\u30d0\u30fc\u30b8\u30e7\u30f3\u307e\u3041\u307e\u3041\u6210\u529f\">3.2 \u30c7\u30b8\u30bf\u30eb\u6e29\u5ea6\u8a08\uff08\u71b1\u96fb\u5bfe\uff09\u3092\u4f7f\u7528\u3057\u305f\u30d0\u30fc\u30b8\u30e7\u30f3\uff08\u307e\u3041\u307e\u3041\u6210\u529f\uff09<\/h2>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/taguromaru\/20251130\/20251130235305.jpg\" width=\"1200\" height=\"900\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig 3.2.1 \u71fb\u88fd\u3059\u308b\u524d\u306e\u30c1\u30fc\u30ba\u9054\uff08\u3082\u3046\u7f8e\u5473\u3057\u305d\u3046\uff09<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/h\/hiroyuki_abeja\/20251201\/20251201003245.png\" width=\"1200\" height=\"660\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig 3.2.2  Web\u30ab\u30e1\u30e9\u306e\u4f4d\u7f6e\u8abf\u7bc0\u30fb\u30d4\u30f3\u30c8\u5408\u308f\u305b (\u203b\u52a0\u71b1\u524d\u306b\u64ae\u5f71\u3057\u5fd8\u308c\u307e\u3057\u305f\u3002\u52a0\u71b1\u5f8c\u306b\u6025\u3044\u3067\u64ae\u5f71\u3057\u3066\u3044\u307e\u3059\u3002\uff09<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/taguromaru\/20251130\/20251130235533.jpg\" width=\"1200\" height=\"900\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig3.2.3 \u76ee\u6a19\u6e29\u5ea6(120\u5ea6)\u3092\u8d85\u3048\u3066\u5fc3\u914d&#8230;<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/taguromaru\/20251201\/20251201000414.jpg\" width=\"1200\" height=\"900\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig 3.2.4 \u305d\u308c\u3063\u307d\u3044\u6e29\u5ea6\u306b\u843d\u3061\u7740\u3044\u305f<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/taguromaru\/20251130\/20251130235516.jpg\" width=\"1200\" height=\"900\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig3.2.5 \u5b8c\u6210\uff08\u7d50\u69cb\u3044\u3044\u611f\u3058\uff09<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/t\/taguromaru\/20251130\/20251130235730.jpg\" width=\"1200\" height=\"900\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<h2 id=\"41-\u30a2\u30ca\u30ed\u30b0\u6e29\u5ea6\u8a08\u306e\u8aad\u307f\u53d6\u308a\u304c\u96e3\u3057\u3044\">4.1 \u30a2\u30ca\u30ed\u30b0\u6e29\u5ea6\u8a08\u306e\u8aad\u307f\u53d6\u308a\u304c\u96e3\u3057\u3044<\/h2>\n<p>\u5ba4\u6e2926\u5ea6\u309260\u2103\u308490\u2103\u3068\u8aa4\u8a8d\u8b58\u3059\u308b\u306a\u3069\u3001\u8a31\u5bb9\u3067\u304d\u306a\u3044\u6e29\u5ea6\u8aad\u307f\u53d6\u308a\u30df\u30b9\u304c\u767a\u751f\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u8a66\u3057\u306b ChatGPT \u5074\u3067\u78ba\u8a8d\u3057\u3066\u307f\u305f\u3068\u3053\u308d\u3001\u3053\u3061\u3089\u3067\u3082\u540c\u69d8\u306e\u8aa4\u8a8d\u8b58\u3092\u518d\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u7406\u7531\u306b\u3064\u3044\u3066\u306f\u3001\u306a\u3093\u3068\u306a\u304f\u7406\u89e3\u3067\u304d\u308b\u90e8\u5206\u3082\u3042\u308b\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/h\/hiroyuki_abeja\/20251201\/20251201004607.png\" width=\"1200\" height=\"927\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig 4.1.1 \u8aa4\u8a8d\u8b58\u2460<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/h\/hiroyuki_abeja\/20251201\/20251201004723.png\" width=\"1200\" height=\"1188\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig 4.1.2 \u8aa4\u8a8d\u8b58\u2461<\/p>\n<h2 id=\"42-\u30c7\u30b8\u30bf\u30eb\u6e29\u5ea6\u8a08\u306e\u8aad\u307f\u53d6\u308a\u3082\u30b3\u30c4\u304c\u5fc5\u8981\">4.2 \u30c7\u30b8\u30bf\u30eb\u6e29\u5ea6\u8a08\u306e\u8aad\u307f\u53d6\u308a\u3082\u30b3\u30c4\u304c\u5fc5\u8981<\/h2>\n<p>\u6841\u3084\u5c0f\u6570\u70b9\u306e\u4f4d\u7f6e\u3092\u6b63\u3057\u304f\u628a\u63e1\u3067\u304d\u305a\u3001\u5236\u5fa1\u306b\u5f71\u97ff\u3059\u308b\u30b1\u30fc\u30b9\u304c\u6563\u898b\u3055\u308c\u307e\u3057\u305f\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u6539\u5584\uff06Structured Outputs\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u8aad\u307f\u53d6\u308a\u30df\u30b9\u306e\u767a\u751f\u7387\u3092\u6291\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u5c0f\u6570\u70b9\u306e\u4f4d\u7f6e\u3084\u6841\u6570\u3092\u610f\u8b58\u3057\u3066\u3082\u3089\u3046\u5185\u5bb9\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u308c\u308b<\/li>\n<li>\u4e8b\u524d\u306b\u6b63\u3057\u3044\u5024\u57df\u3092\u30a4\u30f3\u30d7\u30c3\u30c8\u3057\u3066\u304a\u304f\uff0820\u5ea6\u301c200\u5ea6\u306a\u3069\uff09<\/li>\n<\/ul>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/h\/hiroyuki_abeja\/20251201\/20251201002655.png\" width=\"1200\" height=\"647\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig 4.2.1 79.2\u2103\u304c792\u2103\u3068\u3057\u3066\u8a8d\u8b58\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/h\/hiroyuki_abeja\/20251201\/20251201003013.png\" width=\"1200\" height=\"582\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig 4.2.2 103.4\u2103\u304c1034.0\u2103\u3068\u3057\u3066\u8a8d\u8b58\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<h2 id=\"43-\u6e29\u5ea6\u304c\u8a8d\u8b58\u3067\u304d\u306a\u3044\u6642\u306e\u51e6\u7406\u3092\u5b9a\u7fa9\u3057\u3066\u304a\u304f\">4.3 \u6e29\u5ea6\u304c\u8a8d\u8b58\u3067\u304d\u306a\u3044\u6642\u306e\u51e6\u7406\u3092\u5b9a\u7fa9\u3057\u3066\u304a\u304f<\/h2>\n<p>\u6e29\u5ea6\u30bb\u30f3\u30b5\u30fc\u306e\u8aad\u307f\u53d6\u308a\u306b\u5931\u6557\u3057\u305f\u5834\u5408\u306b\u5099\u3048\u3066\u3001MCP\u30b5\u30fc\u30d0\u30fc\u5074\u3067\u306f -1.0\u2103 \u3092\u30a8\u30e9\u30fc\u30b3\u30fc\u30c9\u3068\u3057\u3066\u8fd4\u3059\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u5074\u3067\u306f\u3053\u306e\u5024\u3092\u691c\u77e5\u3059\u308b\u3068\u5373\u5ea7\u306b\u96fb\u6c17\u30b3\u30f3\u30ed\u306e\u51fa\u529b\u3092\u505c\u6b62\u3059\u308b\u3088\u3046\u6307\u793a\u3057\u3066\u304a\u308a\u3001\u7570\u5e38\u6642\u3067\u3082\u5b89\u5168\u306b\u5236\u5fa1\u304c\u843d\u3061\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/h\/hiroyuki_abeja\/20251201\/20251201004104.png\" width=\"1200\" height=\"493\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><br \/>\nFig 4.3 \u6e29\u5ea6\u8a08\u3084\u6570\u5024\u3092\u6b63\u3057\u304f\u8aad\u307f\u53d6\u308c\u306a\u3044\u5834\u5408\u306e\u6319\u52d5<\/p>\n<h2 id=\"44-GPIO\u306e\u6392\u4ed6\u7684\u30ed\u30c3\u30af\u306b\u6c17\u3092\u3064\u3051\u308b\">4.4 GPIO\u306e\u6392\u4ed6\u7684\u30ed\u30c3\u30af\u306b\u6c17\u3092\u3064\u3051\u308b<\/h2>\n<p>\u6e29\u5ea6\u304c180\u2103\u306b\u9054\u3057\u305f\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u3001\u5225\u30d7\u30ed\u30bb\u30b9\u304b\u3089 GPIO \u3092\u5f37\u5236\u7684\u306bOFF\u3057\u3088\u3046\u3068\u3057\u307e\u3057\u305f\u304c\u3001\u6392\u4ed6\u7684\u30ed\u30c3\u30af\u304c\u304b\u304b\u3063\u3066\u304a\u308a\u5236\u5fa1\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u60f3\u5b9a\u5916\u306e\u72b6\u614b\u3067\u52a0\u71b1\u304c\u7d9a\u304d\u3001\u6025\u3044\u3067\u624b\u52d5\u3067\u96fb\u6e90\u3092\u5207\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u4eca\u56de\u306e\u7d4c\u9a13\u304b\u3089\u3001\u96fb\u6c17\u30b3\u30f3\u30ed\u306e\u3088\u3046\u306b\u5371\u967a\u6027\u306e\u9ad8\u3044\u30c7\u30d0\u30a4\u30b9\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304b\u3089\u8907\u6570\u7d4c\u8def\u3067\u505c\u6b62\u547d\u4ee4\u3092\u51fa\u305b\u308b\u4ed5\u7d44\u307f\u3084\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u5074\u306e\u591a\u91cd\u30a4\u30f3\u30d2\u30d3\u30c3\u30c8\u56de\u8def\u3092\u7528\u610f\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u3088\u308a\u5b89\u5168\u306b\u904b\u7528\u3067\u304d\u308b\u3068\u611f\u3058\u307e\u3057\u305f\u3002<\/p>\n<p>\u300c\u307e\u3042\u3001\u3084\u3063\u3066\u307f\u308c\u3070\u4f55\u3068\u304b\u306a\u308b\u3060\u308d\u3046\u300d\u3068\u6c17\u8efd\u306b\u59cb\u3081\u305f\u3082\u306e\u306e\u3001\u5b9f\u969b\u306b\u52d5\u304b\u3057\u3066\u307f\u308b\u3068\u60f3\u50cf\u4ee5\u4e0a\u306b\u5b66\u3073\u304c\u591a\u3044\u691c\u8a3c\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7279\u306b\u30a2\u30ca\u30ed\u30b0\u6e29\u5ea6\u8a08\u306e\u5b89\u5b9a\u3057\u305f\u8aad\u307f\u53d6\u308a\u306f\u672c\u5f53\u306b\u96e3\u3057\u304f\u3066\u3001\u74b0\u5883\u5149\u3084\u89d2\u5ea6\u304c\u5c11\u3057\u5909\u308f\u308b\u3060\u3051\u3067\u7cbe\u5ea6\u304c\u63fa\u308c\u308b\u3042\u305f\u308a\u3001\u73fe\u5834\u3067\u8a08\u6e2c\u3057\u3066\u3044\u308b\u4eba\u305f\u3061\u306f\u3069\u3046\u5de5\u592b\u3057\u3066\u3044\u308b\u306e\u304b\u6c17\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6e29\u5ea6\u5236\u5fa1\u307e\u308f\u308a\u306e\u5b89\u5168\u6027\u3084\u3001\u30bb\u30f3\u30b5\u30fc\u306e\u6271\u3044\u3001AI\u306b\u4efb\u305b\u308b\u90e8\u5206\u3068\u4eba\u9593\u304c\u62c5\u4fdd\u3059\u3079\u304d\u90e8\u5206\u306e\u5883\u754c\u306a\u3069\u3001\u5b9f\u969b\u306b\u624b\u3092\u52d5\u304b\u3057\u3066\u521d\u3081\u3066\u898b\u3048\u308b\u6539\u5584\u30dd\u30a4\u30f3\u30c8\u304c\u591a\u304f\u6709\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u5f15\u304d\u7d9a\u304d\u3001<\/p>\n<ul>\n<li>\u30bb\u30f3\u30b5\u30fc\u4fe1\u983c\u6027\u306e\u5411\u4e0a<\/li>\n<li>\u591a\u91cd\u30a4\u30f3\u30d2\u30d3\u30c3\u30c8\u3092\u542b\u3080\u5b89\u5168\u8a2d\u8a08\u306e\u5f37\u5316<\/li>\n<li>VLM \u306e\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/li>\n<li>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5236\u5fa1\u30ed\u30b8\u30c3\u30af\u6539\u5584<\/li>\n<\/ul>\n<p>\u306a\u3069\u3001\u5730\u9053\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3092\u7d9a\u3051\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u304b\u3089\u3082\u5c11\u3057\u305a\u3064\u4f5c\u308a\u76f4\u3057\u306a\u304c\u3089\u3001\u3088\u308a\u5b89\u5168\u3067\u3001\u3088\u308a\u5b89\u5b9a\u3057\u3066\u52d5\u304f\u4ed5\u7d44\u307f\u306b\u80b2\u3066\u3066\u3044\u304d\u307e\u3059\u3002\u6700\u7d42\u7684\u306b\u306f\u3001\u706b\u4e8b\u3084\u706b\u50b7\u306b\u6c17\u3092\u3064\u3051\u3064\u3064\u3001\u6c17\u517c\u306d\u306a\u304f\u653e\u3063\u3066\u304a\u3051\u308b\u304f\u3089\u3044\u3001\u3044\u3064\u3067\u3082\u3044\u3044\u611f\u3058\u306e\u30c1\u30fc\u30ba\u71fb\u88fd\u3092\u4f5c\u308c\u308b\u3068\u3053\u308d\u307e\u3067\u6301\u3063\u3066\u3044\u304d\u305f\u3044\u3067\u3059\u3002<\/p>\n<h2 id=\"\u53c2\u8003\">\u53c2\u8003<\/h2>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fwww.creationline.com%2Ftech-blog%2Fauthor%2Fhiguchi%2F77221\" title=\"LangChain\u3067MCP (Model Context Protocol)\u3092\u4f7f\u3063\u3066\u307f\u3088\u3046 #langchain #mcp #python - \u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u682a\u5f0f\u4f1a\u793e\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/www.creationline.com\/tech-blog\/author\/higuchi\/77221\">www.creationline.com<\/a><\/cite><\/p>\n<h2 id=\"WeAreHiring\">We\u202fAre\u202fHiring!<\/h2>\n<p>ABEJA\u306f\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u793e\u4f1a\u5b9f\u88c5\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002 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