{"id":30594,"date":"2025-09-24T12:00:29","date_gmt":"2025-09-24T03:00:29","guid":{"rendered":"https:\/\/runteq.jp\/blog\/?p=30594"},"modified":"2025-09-24T12:08:14","modified_gmt":"2025-09-24T03:08:14","slug":"runteq%e3%80%812025%e5%b9%b412%e6%9c%88%e3%82%88%e3%82%8a%e6%96%b0%e3%82%b3%e3%83%bc%e3%82%b9%e3%80%8cpythonxai%e3%82%b3%e3%83%bc%e3%82%b9%e3%80%8d%e3%82%92%e6%8f%90%e4%be%9b%e9%96%8b%e5%a7%8b","status":"publish","type":"post","link":"https:\/\/runteq.jp\/blog\/programing_school\/news\/30594\/","title":{"rendered":"RUNTEQ\u30012025\u5e7412\u6708\u3088\u308a\u65b0\u30b3\u30fc\u30b9\u300cPython\u00d7AI\u30b3\u30fc\u30b9\u300d\u3092\u63d0\u4f9b\u958b\u59cb\u3002"},"content":{"rendered":"<p><span>\u3053\u3093\u306b\u3061\u306f\u3001RUNTEQ\u904b\u55b6\u3067\u3059\u3002<\/span><\/p>\n<p>\u3053\u306e\u5ea6\u3001RUNTEQ\u306fAI\u6642\u4ee3\u306b\u5373\u3057\u305f\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u3089\u308c\u308b\u65b0\u30b3\u30fc\u30b9<strong><span class=\"marker2\">\u300cPython\u00d7AI\u30b3\u30fc\u30b9\u300d \u3092\u958b\u8b1b<\/span><\/strong>\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3057\u305f\uff01<br \/>\n2025\u5e7412\u6708\u3088\u308a\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u5165\u5b66\u7533\u8fbc\u306f10\u67082\u65e5\u304b\u3089\u53d7\u4ed8\u3092\u958b\u59cb\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u300c\u3053\u308c\u304b\u3089\u306e\u30ad\u30e3\u30ea\u30a2\u306bAI\u3092\u6d3b\u304b\u3057\u305f\u3044\u300d\u300cWeb\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u6700\u65b0\u6280\u8853\u3092\u5b66\u3073\u305f\u3044\u300d<\/strong><br \/>\n\u305d\u3093\u306a\u65b9\u306b\u3074\u3063\u305f\u308a\u306e\u30b3\u30fc\u30b9\u3067\u3059\u3002<\/p>\n<div class=\"pr-img\">\n<p>\u305c\u3072\u3053\u306e\u6a5f\u4f1a\u306b\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5b66\u7fd2\u3092\u59cb\u3081\u3066\u307f\u307e\u305b\u3093\u304b\uff1f<\/p>\n<\/div>\n<p style=\"text-align: center;\"><strong>\uff3c \u307e\u305a\u306f\u30b5\u30af\u30c3\u3068\u76f8\u8ac7\uff01 \uff0f<\/strong><br \/>\n<a href=\"https:\/\/runteq.jp\/briefing\/new\/#briefingFormPosition\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"display: inline-block; padding: 1em 2em; background-color: #ff6f61; color: white; text-decoration: none; font-weight: bold; border-radius: 8px; box-shadow: 0 4px 0 #d9534f; transition: all 0.2s ease; position: relative; top: 0;\" onmouseover=\"this.style.top='2px'; this.style.boxShadow='0 2px 0 #d9534f';\" onmouseout=\"this.style.top='0'; this.style.boxShadow='0 4px 0 #d9534f';\">\u7121\u6599\u3067\u8a71\u3092\u805e\u3044\u3066\u307f\u308b \u25b6\ufe0e\u25b6\ufe0e<\/a><\/p>\n<h2>\u958b\u8a2d\u306e\u80cc\u666f<\/h2>\n<p>\u8fd1\u5e74\u3001AI\u3084\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u30b9\u30ad\u30eb\u306f\u6025\u901f\u306b\u9700\u8981\u304c\u9ad8\u307e\u308a\u3001Web\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3082\u6a5f\u68b0\u5b66\u7fd2\u3084\u751f\u6210AI\u306e\u77e5\u8b58\u304c\u6c42\u3081\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u80cc\u666f\u304b\u3089\u3001\u65b0\u8a2d\u306e\u300cPython\u00d7AI\u30b3\u30fc\u30b9\u300d\u3067\u306fDjango\u3084FastAPI\u3092\u7528\u3044\u305f\u5b9f\u8df5\u7684\u306a\u958b\u767a\u3092\u901a\u3058\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3084\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u6d3b\u7528\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u958b\u767a\u30b9\u30ad\u30eb\u3092\u7fd2\u5f97\u3057\u307e\u3059\u3002<\/p>\n<p>\u672a\u7d4c\u9a13\u304b\u3089\u306e\u30ea\u30b9\u30ad\u30ea\u30f3\u30b0\u306b\u3082\u5bfe\u5fdc\u3057\u305f\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u3067AI\u6642\u4ee3\u306b\u6c42\u3081\u3089\u308c\u308b\u591a\u69d8\u306a\u30ad\u30e3\u30ea\u30a2\u30d1\u30b9\u306e\u5b9f\u73fe\u3092\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n<h2>\u30b3\u30fc\u30b9\u6982\u8981<\/h2>\n<p><span style=\"font-weight: 400;\">\u958b\u767a\u4f1a\u793e\u3067\u3042\u308bRUNTEQ\u306e\u77e5\u898b\u3092\u6700\u5927\u9650\u306b\u6d3b\u304b\u3057\u3001AI\u6642\u4ee3\u306b\u5373\u6226\u529b\u3068\u306a\u308bWeb\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u80b2\u6210\u3057\u3001\u8ab2\u984c\u767a\u898b\u304b\u3089\u4f01\u753b\u3001\u958b\u767a\u3001\u904b\u7528\u307e\u3067\u3092\u81ea\u8d70\u3067\u304d\u308b\u529b\u3092\u990a\u3044\u307e\u3059\u3002<\/span><\/p>\n<p>\u4fee\u4e86\u6642\u306b\u306f\u3001<span style=\"text-decoration: underline;\"><strong>Python\u3092\u8ef8\u3068\u3057\u305fWeb\u958b\u767a\u30b9\u30ad\u30eb\u3001\u751f\u6210AI\u3092\u542b\u3080\u6700\u65b0\u6280\u8853\u306e\u6d3b\u7528\u529b\u3001\u305d\u3057\u3066\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u9042\u884c\u529b\u3092\u517c\u306d\u5099\u3048\u305f\u4eba\u6750<\/strong><\/span>\u3068\u306a\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u25bc\u5b66\u7fd2\u30b9\u30c6\u30c3\u30d7<\/strong><\/p>\n<table style=\"width: 100%; height: 204px;\">\n<tbody>\n<tr style=\"height: 23px;\">\n<td style=\"width: 28.4058%; height: 23px;\">STEP<\/td>\n<td style=\"width: 71.4493%; height: 23px;\">\u5185\u5bb9<\/td>\n<\/tr>\n<tr style=\"height: 23px;\">\n<td style=\"width: 28.4058%; height: 23px;\"><b>\u5c0e\u5165STEP<\/b><\/td>\n<td style=\"width: 71.4493%; height: 23px;\"><span style=\"font-weight: 400;\">HTML\/CSS\u3001SQL\u3001Linux\u3001Python\u57fa\u790e\u3001AI\u30ea\u30c6\u30e9\u30b7\u30fc<\/span><\/td>\n<\/tr>\n<tr style=\"height: 23px;\">\n<td style=\"width: 28.4058%; height: 23px;\"><b>\u5165\u9580STEP<\/b><\/td>\n<td style=\"width: 71.4493%; height: 23px;\"><span style=\"font-weight: 400;\">Git\u3001Docker\u3001Django\u57fa\u790e\u3001Web\u6280\u8853\u3001AI\u30a2\u30d7\u30ea\u306e\u4ed5\u7d44\u307f<\/span><\/td>\n<\/tr>\n<tr style=\"height: 23px;\">\n<td style=\"width: 28.4058%; height: 23px;\"><b>\u57fa\u790eSTEP<\/b><\/td>\n<td style=\"width: 71.4493%; height: 23px;\"><span style=\"font-weight: 400;\">Web\u30a2\u30d7\u30ea\u958b\u767a(Django)\u3001JavaScript\u3001\u30a8\u30e9\u30fc\u89e3\u6c7a\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/span><\/td>\n<\/tr>\n<tr style=\"height: 23px;\">\n<td style=\"width: 28.4058%; height: 23px;\"><b>\u5fdc\u7528STEP<\/b><\/td>\n<td style=\"width: 71.4493%; height: 23px;\"><span style=\"font-weight: 400;\">React\u3001FastAPI\u3001LangChain\/LLM\u3001RAG\u30a2\u30d7\u30ea\u958b\u767a\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u30c7\u30fc\u30bf\u5206\u6790<\/span><\/td>\n<\/tr>\n<tr style=\"height: 89px;\">\n<td style=\"width: 28.4058%; height: 89px;\"><b>\u5352\u696d\u5236\u4f5c<\/b><\/td>\n<td style=\"width: 71.4493%; height: 89px;\"><span style=\"font-weight: 400;\">\u8ab2\u984c\u767a\u898b\u304b\u3089\u30b5\u30fc\u30d3\u30b9\u8a2d\u8a08\u3001\u5b9f\u88c5\u307e\u3067\u3092\u4e00\u8cab\u3057\u3066\u7d4c\u9a13\u3057\u3001\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u3068\u306a\u308b\u6210\u679c\u7269\u3092\u958b\u767a<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h3>\u300cPython\u00d7AI\u30b3\u30fc\u30b9\u300d\u3067\u8eab\u306b\u4ed8\u304f\u30b9\u30ad\u30eb<\/h3>\n<p><span style=\"text-decoration: underline;\"><strong>\u2460\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u57fa\u790e\u529b\u00a0<\/strong><\/span><\/p>\n<p><span style=\"font-weight: 400;\">Python\u3092\u4e2d\u5fc3\u306b\u3001HTML\/CSS\u3001JavaScript\u3001SQL\u306a\u3069Web\u958b\u767a\u306b\u5fc5\u8981\u306a\u8a00\u8a9e\u3092\u4f53\u7cfb\u7684\u306b\u7fd2\u5f97\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u5909\u6570\u3084\u95a2\u6570\u3068\u3044\u3063\u305f\u57fa\u790e\u304b\u3089\u30e2\u30b8\u30e5\u30fc\u30eb\u6d3b\u7528\u307e\u3067\u3001\u81ea\u3089\u30b3\u30fc\u30c9\u3092\u66f8\u304d\u52d5\u304b\u3059\u529b\u3092\u990a\u3044\u307e\u3059\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u57fa\u790e\u3082\u5b66\u3073\u3001<span style=\"background-color: #ffff99;\"><strong>\u8ad6\u7406\u7684\u601d\u8003\u306b\u57fa\u3065\u3044\u305f\u52b9\u7387\u7684\u306a\u30b3\u30fc\u30c9\u8a18\u8ff0\u3092\u76ee\u6307\u3057\u307e\u3059<\/strong><\/span>\u3002<\/span><\/p>\n<p><span style=\"text-decoration: underline;\"><strong>\u00a0\u2461Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u30b9\u30ad\u30eb<\/strong><\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0Django\u30fbFastAPI\u30fbReact\u3092\u7528\u3044\u305f\u30e2\u30c0\u30f3\u306aWeb\u30b5\u30fc\u30d3\u30b9\u306e\u958b\u767a\u30b9\u30ad\u30eb\u3092\u7fd2\u5f97\u3002\u3055\u3089\u306b\u8a8d\u8a3c\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u8a2d\u8a08\u3001API\u9023\u643a\u306a\u3069\u3001\u5b9f\u52d9\u30ec\u30d9\u30eb\u306e\u6a5f\u80fd\u5b9f\u88c5\u3092\u7d4c\u9a13\u3057\u307e\u3059\u3002<span style=\"background-color: #ffff99;\"><strong>\u30c1\u30fc\u30e0\u958b\u767a\u306b\u5fc5\u9808\u306eGit\/Docker\u3082\u5b66\u3073\u3001\u73fe\u5834\u306b\u8fd1\u3044\u958b\u767a\u30d5\u30ed\u30fc\u3092\u8eab\u306b\u3064\u3051\u307e\u3059<\/strong><\/span>\u3002<\/span><\/p>\n<p><span style=\"text-decoration: underline;\"><strong>\u2462AI\u30fb\u30c7\u30fc\u30bf\u6d3b\u7528\u30b9\u30ad\u30eb<\/strong><\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0LangChain\u306a\u3069\u3092\u6d3b\u7528\u3057\u3001\u751f\u6210AI\u3092\u7d44\u307f\u8fbc\u3093\u3060\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u81ea\u3089\u958b\u767a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306e\u57fa\u790e\uff08\u30e2\u30c7\u30eb\u69cb\u7bc9\u30fb\u4e88\u6e2c\uff09\u3084\u3001\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u53ef\u8996\u5316\u3082\u5b9f\u8df5\u3002<span style=\"background-color: #ffff99;\"><strong>\u5358\u306bAI\u3092\u4f7f\u3046\u3060\u3051\u3067\u306a\u304f\u3001AI\u3068\u5354\u50cd\u3057\u3066\u958b\u767a\u3092\u9032\u3081\u308b\u30b9\u30ad\u30eb\u3092\u7fd2\u5f97<\/strong><\/span>\u3057\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"text-decoration: underline;\"><strong>\u2463\u8ab2\u984c\u89e3\u6c7a\u529b\u30fb\u81ea\u8d70\u529b\u00a0<\/strong><\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u30a8\u30e9\u30fc\u306e\u8abf\u67fb\u30fb\u30c7\u30d0\u30c3\u30b0\u65b9\u6cd5\u3092\u4f53\u7cfb\u7684\u306b\u5b66\u3073\u3001\u81ea\u8d70\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u601d\u8003\u3092\u78e8\u304d\u307e\u3059\u3002\u5352\u696d\u5236\u4f5c\u3067\u306f\u300c\u8ab2\u984c\u767a\u898b\u2192\u4f01\u753b\u2192\u8a2d\u8a08\u2192\u958b\u767a\u2192\u30ea\u30ea\u30fc\u30b9\u300d\u306e\u5168\u5de5\u7a0b\u3092\u7d4c\u9a13\u3057\u3001<span style=\"background-color: #ffff99;\"><strong>\u30e6\u30fc\u30b6\u30fc\u8996\u70b9\u3067\u30b5\u30fc\u30d3\u30b9\u3092\u6539\u5584\u3059\u308b\u529b<\/strong><\/span>\u3092\u990a\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"text-decoration: underline;\"><strong>\u2464DX\u4eba\u6750\u3068\u3057\u3066\u306e\u57fa\u76e4<\/strong><\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0AI\u30ea\u30c6\u30e9\u30b7\u30fc\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u57fa\u790e\u306a\u3069\u3001<span style=\"background-color: 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\/>\n\u25bc\u5c31\u8077\u30b5\u30dd\u30fc\u30c8\u4f8b<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/runteq.jp\/blog\/wp-content\/uploads\/2025\/09\/27981943aa5930b47a12beee794ebeb6.png\" alt=\"\" width=\"1364\" height=\"1058\" class=\"aligncenter wp-image-30632 size-full\" srcset=\"https:\/\/runteq.jp\/blog\/wp-content\/uploads\/2025\/09\/27981943aa5930b47a12beee794ebeb6.png 1364w, https:\/\/runteq.jp\/blog\/wp-content\/uploads\/2025\/09\/27981943aa5930b47a12beee794ebeb6-300x233.png 300w, https:\/\/runteq.jp\/blog\/wp-content\/uploads\/2025\/09\/27981943aa5930b47a12beee794ebeb6-1024x794.png 1024w, https:\/\/runteq.jp\/blog\/wp-content\/uploads\/2025\/09\/27981943aa5930b47a12beee794ebeb6-768x596.png 768w, https:\/\/runteq.jp\/blog\/wp-content\/uploads\/2025\/09\/27981943aa5930b47a12beee794ebeb6.png 856w\" sizes=\"auto, (max-width: 1364px) 100vw, 1364px\" \/>\u25bc\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\/\u30a4\u30d9\u30f3\u30c8\u4f8b<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/runteq.jp\/blog\/wp-content\/uploads\/2025\/09\/f01f723ca2363addcb4b7f8d525586ef.png\" alt=\"\u30a4\u30d9\u30f3\u30c8\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\" width=\"1920\" height=\"951\" class=\"alignnone wp-image-30627 size-full\" srcset=\"https:\/\/runteq.jp\/blog\/wp-content\/uploads\/2025\/09\/f01f723ca2363addcb4b7f8d525586ef.png 1920w, https:\/\/runteq.jp\/blog\/wp-content\/uploads\/2025\/09\/f01f723ca2363addcb4b7f8d525586ef-300x149.png 300w, https:\/\/runteq.jp\/blog\/wp-content\/uploads\/2025\/09\/f01f723ca2363addcb4b7f8d525586ef-1024x507.png 1024w, https:\/\/runteq.jp\/blog\/wp-content\/uploads\/2025\/09\/f01f723ca2363addcb4b7f8d525586ef-768x380.png 768w, https:\/\/runteq.jp\/blog\/wp-content\/uploads\/2025\/09\/f01f723ca2363addcb4b7f8d525586ef-1536x761.png 1536w, https:\/\/runteq.jp\/blog\/wp-content\/uploads\/2025\/09\/f01f723ca2363addcb4b7f8d525586ef.png 856w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><span style=\"font-size: 12px;\">\u203b\u30b5\u30fc\u30d3\u30b9\u5185\u5bb9\u306f\u73fe\u6642\u70b9\u306e\u3082\u306e\u3068\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u4eca\u5f8c\u7570\u306a\u308b\u53ef\u80fd\u6027\u304c\u3054\u3056\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-size: 16px;\">\u307e\u305f\u3001<span style=\"background-color: 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