{"id":20985,"date":"2026-07-14T14:59:40","date_gmt":"2026-07-14T05:59:40","guid":{"rendered":"https:\/\/blog.ripla.co.jp\/?p=20985"},"modified":"2026-07-14T14:59:40","modified_gmt":"2026-07-14T05:59:40","slug":"ai-agent-development-poc-prototype-mockup","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/product\/ai-agent-development-poc-prototype-mockup\/","title":{"rendered":"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\/\u69cb\u7bc9\u306ePoC\u30fb\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u30fb\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u958b\u767a\u306b\u3064\u3044\u3066"},"content":{"rendered":"\n

AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u3067\u306f\u3001\u300c\u8981\u4ef6\u5b9a\u7fa9\u3092\u3057\u3063\u304b\u308a\u56fa\u3081\u3066\u304b\u3089\u3044\u304d\u306a\u308a\u672c\u958b\u767a\u306b\u7740\u624b\u3059\u308b\u300d\u3068\u3044\u3046\u5f93\u6765\u578b\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\u304c\u3001\u305d\u306e\u307e\u307e\u901a\u7528\u3057\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306e\u51fa\u529b\u306f\u78ba\u7387\u7684\u3067\u3042\u308a\u3001\u5b9f\u969b\u306b\u81ea\u793e\u306e\u696d\u52d9\u30c7\u30fc\u30bf\u3084\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5f53\u3066\u3066\u307f\u308b\u307e\u3067\u3001\u72d9\u3063\u305f\u7cbe\u5ea6\u304c\u51fa\u308b\u304b\u3069\u3046\u304b\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002\u8981\u4ef6\u3092\u7d19\u306e\u4e0a\u3067\u3069\u308c\u3060\u3051\u8a73\u7d30\u306b\u8a70\u3081\u3066\u3082\u3001\u5b9f\u969b\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u52d5\u304b\u3057\u3066\u307f\u305f\u3089\u60f3\u5b9a\u3057\u305f\u7cbe\u5ea6\u306b\u5c4a\u304b\u306a\u304b\u3063\u305f\u3001\u3068\u3044\u3046\u30b1\u30fc\u30b9\u306f\u73cd\u3057\u304f\u306a\u304f\u3001\u3053\u308c\u304c\u300cPoC\u6b7b\uff08\u6982\u5ff5\u5b9f\u8a3c\u6b62\u307e\u308a\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u505c\u6ede\u3059\u308b\u72b6\u614b\uff09\u300d\u3068\u547c\u3070\u308c\u308b\u5178\u578b\u7684\u306a\u5931\u6557\u30d1\u30bf\u30fc\u30f3\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u3060\u304b\u3089\u3053\u305dAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u3067\u306f\u3001\u672c\u958b\u767a\u306e\u524d\u306b\u5c0f\u3055\u304f\u691c\u8a3c\u3059\u308bPoC\u30fb\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u30fb\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u306e\u4f4d\u7f6e\u3065\u3051\u304c\u3001\u4ed6\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4ee5\u4e0a\u306b\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u672c\u8a18\u4e8b\u3067\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u30fb\u69cb\u7bc9\u306b\u304a\u3051\u308bPoC\u30fb\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u30fb\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u958b\u767a\u306b\u3064\u3044\u3066\u3001\u306a\u305cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9818\u57df\u3067\u4e8b\u524d\u691c\u8a3c\u304c\u7279\u306b\u91cd\u8981\u306a\u306e\u304b\u3001PoC\u3067\u691c\u8a3c\u3059\u3079\u304d\u6280\u8853\u9078\u5b9a\u306e\u9805\u76ee\uff08LLM\u9078\u5b9a\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u8a66\u4f5c\u6bd4\u8f03\uff09\u3001RAG\u7cbe\u5ea6\u691c\u8a3c\u3068Tool Calling\u52d5\u4f5c\u691c\u8a3c\u306e\u52d8\u6240\u3001PoC\u306e\u671f\u9593\u30fb\u8cbb\u7528\u76f8\u5834\u3068Go\/No-Go\u5224\u65ad\u57fa\u6e96\u3001\u305d\u3057\u3066\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u30fb\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306b\u3088\u308bUI\u30fb\u696d\u52d9\u30d5\u30ed\u30fc\u691c\u8a3c\u307e\u3067\u3092\u4f53\u7cfb\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002\u4e8b\u524d\u691c\u8a3c\u306e\u8a2d\u8a08\u3092\u62bc\u3055\u3048\u308b\u3053\u3068\u3067\u3001\u672c\u958b\u767a\u3067\u306e\u624b\u623b\u308a\u3084\u6295\u8cc7\u306e\u7121\u99c4\u3092\u9632\u304e\u3001\u78ba\u5b9f\u306b\u6210\u679c\u3078\u305f\u3069\u308a\u7740\u3051\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8a2d\u8a08\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u672c\u30c6\u30fc\u30de\u306b\u95a2\u3059\u308b\u5168\u4f53\u30ac\u30a4\u30c9\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\u25bc\u5168\u4f53\u30ac\u30a4\u30c9\u306e\u8a18\u4e8b
\u30fbAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n\n

\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u3067PoC\u30fb\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u304c\u91cd\u8981\u306a\u7406\u7531<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u3067PoC\u30fb\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u304c\u91cd\u8981\u306a\u7406\u7531\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306b\u304a\u3051\u308b\u6700\u5927\u306e\u4e0d\u78ba\u5b9f\u6027\u306f\u3001\u300c\u52d5\u304f\u304b\u3069\u3046\u304b\u300d\u3067\u306f\u306a\u304f\u300c\u696d\u52d9\u3067\u4f7f\u3048\u308b\u7cbe\u5ea6\u304c\u51fa\u308b\u304b\u3069\u3046\u304b\u300d\u306b\u3042\u308a\u307e\u3059\u3002\u5f93\u6765\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u3042\u308c\u3070\u3001\u8981\u4ef6\u3069\u304a\u308a\u306b\u30ed\u30b8\u30c3\u30af\u3092\u5b9f\u88c5\u3059\u308c\u3070\u3001\u6c7a\u3081\u3089\u308c\u305f\u5165\u529b\u306b\u5bfe\u3057\u3066\u6c7a\u3081\u3089\u308c\u305f\u51fa\u529b\u304c\u8fd4\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u7d50\u679c\u306f\u6c7a\u5b9a\u8ad6\u7684\u3067\u3059\u3002\u3057\u304b\u3057AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001LLM\u304c\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u81ea\u5f8b\u7684\u306b\u30c4\u30fc\u30eb\u3092\u9078\u3073\u3001\u5224\u65ad\u3057\u3001\u884c\u52d5\u3059\u308b\u3068\u3044\u3046\u6027\u8cea\u4e0a\u3001\u5b9f\u88c5\u304c\u5b8c\u4e86\u3057\u305f\u304b\u3089\u3068\u3044\u3063\u3066\u671f\u5f85\u901a\u308a\u306e\u7cbe\u5ea6\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7279\u306b\u3001\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5354\u8abf\u3059\u308b\u69cb\u6210\u3084\u3001\u793e\u5185\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3059\u308bRAG\u3092\u7d44\u307f\u8fbc\u3080\u69cb\u6210\u3067\u306f\u3001\u60f3\u5b9a\u3057\u3066\u3044\u306a\u304b\u3063\u305f\u632f\u308b\u821e\u3044\uff08\u30c4\u30fc\u30eb\u306e\u9078\u629e\u30df\u30b9\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u80a5\u5927\u5316\u306b\u3088\u308b\u30af\u30e9\u30c3\u30b7\u30e5\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u540c\u58eb\u306e\u3084\u308a\u53d6\u308a\u304c\u7d42\u308f\u3089\u306a\u304f\u306a\u308b\u7121\u9650\u30eb\u30fc\u30d7\u306a\u3069\uff09\u304c\u5b9f\u88c5\u6bb5\u968e\u3067\u521d\u3081\u3066\u9855\u5728\u5316\u3059\u308b\u3053\u3068\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u3060\u304b\u3089\u3053\u305d\u3001\u3044\u304d\u306a\u308a\u672c\u958b\u767a\u306b\u591a\u984d\u306e\u6295\u8cc7\u3092\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5c0f\u3055\u304f\u4f5c\u3063\u3066\u691c\u8a3c\u3057\u3001\u7cbe\u5ea6\u3084\u6280\u8853\u7684\u306a\u5b9f\u73fe\u53ef\u80fd\u6027\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u672c\u958b\u767a\u306e\u53ef\u5426\u30fb\u65b9\u91dd\u3092\u5224\u65ad\u3059\u308b\u3001\u3068\u3044\u3046\u6bb5\u968e\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u6709\u52b9\u3067\u3059\u3002PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u3092\u901a\u3058\u3066\u3001\u63a1\u7528\u4e88\u5b9a\u306eLLM\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u81ea\u793e\u306e\u696d\u52d9\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3069\u306e\u7a0b\u5ea6\u306e\u7cbe\u5ea6\u3092\u51fa\u305b\u308b\u306e\u304b\u3092\u53ef\u8996\u5316\u3067\u304d\u308c\u3070\u3001\u672c\u958b\u767a\u3067\u3069\u3053\u306b\u3069\u308c\u3060\u3051\u306e\u5de5\u6570\u3092\u5272\u304f\u3079\u304d\u304b\u306e\u898b\u901a\u3057\u304c\u7acb\u3066\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u9006\u306b\u3001PoC\u3092\u7701\u7565\u3057\u3066\u3044\u304d\u306a\u308a\u672c\u958b\u767a\u306b\u7740\u624b\u3059\u308b\u3068\u3001\u5f8c\u5de5\u7a0b\u3067\u300c\u305d\u3082\u305d\u3082\u72d9\u3063\u305f\u7cbe\u5ea6\u304c\u51fa\u306a\u3044\u300d\u3068\u3044\u3046\u81f4\u547d\u7684\u306a\u554f\u984c\u304c\u767a\u899a\u3057\u3001\u305d\u308c\u307e\u3067\u306e\u6295\u8cc7\u304c\u7121\u99c4\u306b\u306a\u308b\u300cPoC\u6b7b\u300d\u306a\u3089\u306c\u300c\u672c\u958b\u767a\u9813\u632b\u300d\u306e\u30ea\u30b9\u30af\u3092\u62b1\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u305f\u3001PoC\u306b\u306f\u300c\u672c\u5f53\u306b\u30bc\u30ed\u304b\u3089\u4f5c\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u304b\u300d\u3092\u898b\u6975\u3081\u308b\u5f79\u5272\u3082\u3042\u308a\u307e\u3059\u3002\u30ce\u30fc\u30b3\u30fc\u30c9\u306eAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3084\u65e2\u5b58\u306eSaaS\u578bAI\u30c4\u30fc\u30eb\u3067\u81ea\u793e\u8981\u4ef6\u306e\u5927\u534a\u304c\u30ab\u30d0\u30fc\u3067\u304d\u308b\u306e\u3067\u3042\u308c\u3070\u3001\u591a\u984d\u306e\u6295\u8cc7\u3092\u4f34\u3046\u30d5\u30eb\u30b9\u30af\u30e9\u30c3\u30c1\u958b\u767a\u306f\u4e0d\u8981\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002PoC\u3092\u901a\u3058\u3066\u81ea\u793e\u306e\u8981\u4ef6\u3068\u65e2\u5b58\u30c4\u30fc\u30eb\u306e\u6a5f\u80fd\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u305d\u3082\u305d\u3082\u306e\u958b\u767a\u65b9\u91dd\u305d\u306e\u3082\u306e\u3092\u9069\u5207\u306b\u5224\u65ad\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u3055\u3089\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306ePoC\u306f\u3001\u5358\u306a\u308b\u6280\u8853\u691c\u8a3c\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u793e\u5185\u306e\u95a2\u4fc2\u8005\u306b\u300cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4f55\u3092\u3069\u3053\u307e\u3067\u3067\u304d\u308b\u306e\u304b\u300d\u3092\u5177\u4f53\u7684\u306a\u30a4\u30e1\u30fc\u30b8\u3068\u3057\u3066\u5171\u6709\u3059\u308b\u5f79\u5272\u3082\u62c5\u3044\u307e\u3059\u3002\u7d4c\u55b6\u5c64\u3084\u73fe\u5834\u8cac\u4efb\u8005\u306f\u3001\u62bd\u8c61\u7684\u306a\u63d0\u6848\u8cc7\u6599\u3060\u3051\u3067\u306fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u5f8c\u306e\u59ff\u3092\u60f3\u50cf\u3057\u3065\u3089\u3044\u3082\u306e\u3067\u3059\u3002\u5b9f\u969b\u306b\u52d5\u304fPoC\u3092\u898b\u305b\u308b\u3053\u3068\u3067\u3001\u671f\u5f85\u5024\u306e\u3059\u308a\u5408\u308f\u305b\u304c\u9032\u307f\u3001\u672c\u958b\u767a\u306e\u4e88\u7b97\u627f\u8a8d\u3084\u73fe\u5834\u306e\u5354\u529b\u3092\u5f97\u3084\u3059\u304f\u306a\u308b\u3068\u3044\u3046\u526f\u6b21\u7684\u306a\u52b9\u679c\u3082\u898b\u9003\u305b\u307e\u305b\u3093\u3002\u6280\u8853\u7684\u306a\u5b9f\u73fe\u53ef\u80fd\u6027\u306e\u691c\u8a3c\u3068\u3001\u793e\u5185\u306e\u5408\u610f\u5f62\u6210\u3068\u3044\u30462\u3064\u306e\u76ee\u7684\u3092\u540c\u6642\u306b\u6e80\u305f\u305b\u308b\u70b9\u3082\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306b\u304a\u3051\u308bPoC\u306e\u4fa1\u5024\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n\n\n\n

\nPoC\u3067\u691c\u8a3c\u3059\u3079\u304d\u6280\u8853\u9078\u5b9a\u306e\u9805\u76ee<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"PoC\u3067\u691c\u8a3c\u3059\u3079\u304d\u6280\u8853\u9078\u5b9a\u306e\u9805\u76ee\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306ePoC\u3067\u306f\u3001\u6f20\u7136\u3068\u300c\u52d5\u304f\u304b\u3069\u3046\u304b\u300d\u3092\u78ba\u8a8d\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u672c\u958b\u767a\u306e\u6280\u8853\u65b9\u91dd\u3092\u5de6\u53f3\u3059\u308b\u5177\u4f53\u7684\u306a\u9805\u76ee\u3092\u691c\u8a3c\u3059\u308b\u3053\u3068\u304c\u6210\u5426\u3092\u5206\u3051\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u7279\u306b\u691c\u8a3c\u3059\u3079\u304d2\u3064\u306e\u6280\u8853\u9078\u5b9a\u306e\u9805\u76ee\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

LLM\u9078\u5b9a\u691c\u8a3c\uff08\u7cbe\u5ea6\u30fb\u30b3\u30b9\u30c8\u30fb\u30ec\u30a4\u30c6\u30f3\u30b7\u306e\u6bd4\u8f03\uff09<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

PoC\u3067\u6700\u512a\u5148\u306b\u691c\u8a3c\u3059\u3079\u304d\u306f\u3001\u63a1\u7528\u5019\u88dc\u3068\u306a\u308bLLM\u304c\u81ea\u793e\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5bfe\u3057\u3066\u3069\u306e\u7a0b\u5ea6\u306e\u7cbe\u5ea6\u3092\u51fa\u305b\u308b\u304b\u3067\u3059\u3002\u540c\u3058\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u540c\u3058\u30bf\u30b9\u30af\u3067\u3042\u3063\u3066\u3082\u3001\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u56de\u7b54\u306e\u7cbe\u5ea6\u3001\u6307\u793a\u3078\u306e\u5f93\u9806\u3055\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u306e\u6b63\u78ba\u3055\u306f\u7570\u306a\u308a\u307e\u3059\u3002\u60f3\u5b9a\u3055\u308c\u308b\u8cea\u554f\u30d1\u30bf\u30fc\u30f3\u3084\u30bf\u30b9\u30af\u30d1\u30bf\u30fc\u30f3\u3092\u30c6\u30b9\u30c8\u30bb\u30c3\u30c8\u3068\u3057\u3066\u7528\u610f\u3057\u3001\u8907\u6570\u306e\u30e2\u30c7\u30eb\u5019\u88dc\u306b\u540c\u3058\u6761\u4ef6\u3067\u51e6\u7406\u3055\u305b\u3001\u7cbe\u5ea6\u30fb\u5fdc\u7b54\u901f\u5ea6\uff08\u30ec\u30a4\u30c6\u30f3\u30b7\uff09\u30fb\u30b3\u30b9\u30c8\u306e3\u8ef8\u3067\u6bd4\u8f03\u3059\u308b\u306e\u304cPoC\u306e\u57fa\u672c\u3067\u3059\u3002\u3053\u3053\u3067\u91cd\u8981\u306a\u306e\u306f\u3001\u6700\u3082\u9ad8\u6027\u80fd\u306a\u30e2\u30c7\u30eb\u304c\u5fc5\u305a\u3057\u3082\u6700\u9069\u89e3\u3068\u306f\u9650\u3089\u306a\u3044\u3068\u3044\u3046\u70b9\u3067\u3059\u3002\u30bf\u30b9\u30af\u306e\u96e3\u6613\u5ea6\u306b\u5fdc\u3058\u3066\u3001\u5358\u7d14\u306a\u51e6\u7406\u306b\u306f\u5b89\u4fa1\u3067\u9ad8\u901f\u306a\u30e2\u30c7\u30eb\u3092\u3001\u8907\u96d1\u306a\u63a8\u8ad6\u304c\u5fc5\u8981\u306a\u51e6\u7406\u306b\u306f\u9ad8\u6027\u80fd\u306a\u30e2\u30c7\u30eb\u3092\u4f7f\u3044\u5206\u3051\u308b\u8a2d\u8a08\u3092\u898b\u636e\u3048\u3066\u691c\u8a3c\u3059\u308b\u3068\u3001\u672c\u958b\u767a\u3067\u306e\u30b3\u30b9\u30c8\u69cb\u9020\u307e\u3067\u898b\u901a\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002PoC\u6bb5\u968e\u3067\u30e2\u30c7\u30eb\u3054\u3068\u306e\u5f97\u610f\u30fb\u4e0d\u5f97\u610f\u3092\u628a\u63e1\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u5f8c\u5de5\u7a0b\u3067\u306e\u624b\u623b\u308a\u3092\u9632\u3050\u6700\u3082\u52b9\u679c\u7684\u306a\u6295\u8cc7\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u306e\u8a66\u4f5c\u6bd4\u8f03<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u3082\u3046\u4e00\u3064\u691c\u8a3c\u3059\u3079\u304d\u306a\u306e\u304c\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u9078\u5b9a\u3067\u3059\u3002\u72b6\u614b\u6a5f\u68b0\u3067\u53b3\u5bc6\u306b\u30d5\u30ed\u30fc\u3092\u5236\u5fa1\u3059\u308bLangGraph\u3001\u5f79\u5272\u30d9\u30fc\u30b9\u3067\u30c1\u30fc\u30e0\u306e\u3088\u3046\u306b\u632f\u308b\u821e\u308f\u305b\u308bCrewAI\u3001\u4f1a\u8a71\u5f62\u5f0f\u3067\u5354\u8abf\u3055\u305b\u308bAutoGen\u306a\u3069\u3001\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u3088\u3063\u3066\u8a2d\u8a08\u601d\u60f3\u3068\u5f97\u610f\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u304c\u7570\u306a\u308a\u307e\u3059\u3002PoC\u306e\u6bb5\u968e\u3067\u3001\u540c\u3058\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u8907\u6570\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u7c21\u6613\u7684\u306b\u8a66\u4f5c\u3057\u3001\u5b9f\u88c5\u306e\u3057\u3084\u3059\u3055\u3001\u5b66\u7fd2\u30b3\u30b9\u30c8\u3001\u305d\u3057\u3066\u81ea\u793e\u304c\u6c42\u3081\u308b\u5236\u5fa1\u306e\u53b3\u5bc6\u3055\uff08\u6c7a\u3081\u3089\u308c\u305f\u624b\u9806\u3092\u53b3\u683c\u306b\u5b88\u3089\u305b\u305f\u3044\u306e\u304b\u3001\u3042\u308b\u7a0b\u5ea6\u306e\u81ea\u7531\u5ea6\u3092\u6301\u305f\u305b\u3066\u67d4\u8edf\u306b\u5bfe\u5fdc\u3055\u305b\u305f\u3044\u306e\u304b\uff09\u3068\u306e\u30d5\u30a3\u30c3\u30c8\u611f\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002\u3053\u306e\u6bb5\u968e\u3067\u7121\u7406\u306b1\u3064\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u7d5e\u308a\u8fbc\u3080\u5fc5\u8981\u306f\u306a\u304f\u3001\u300c\u672c\u958b\u767a\u3067\u306f\u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u8ef8\u306b\u3059\u308b\u300d\u3068\u3044\u3046\u4eee\u8aac\u3092\u3001\u5b9f\u969b\u306b\u5c0f\u3055\u304f\u52d5\u304b\u3057\u3066\u691c\u8a3c\u3059\u308b\u3053\u3068\u304c\u76ee\u7684\u3067\u3059\u3002\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u9078\u5b9a\u3092\u672c\u958b\u767a\u306e\u9014\u4e2d\u3067\u8986\u3059\u3068\u5927\u304d\u306a\u624b\u623b\u308a\u306b\u306a\u308b\u305f\u3081\u3001PoC\u306e\u6bb5\u968e\u3067\u3057\u3063\u304b\u308a\u898b\u6975\u3081\u3066\u304a\u304f\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\nRAG\u7cbe\u5ea6\u691c\u8a3c\u3068Tool Calling\u52d5\u4f5c\u691c\u8a3c<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"RAG\u7cbe\u5ea6\u691c\u8a3c\u3068Tool<\/figure>\n<\/div>\n<\/div>\n\n\n\n

AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u696d\u52d9\u3067\u5b9f\u7528\u306b\u8010\u3048\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u793e\u5185\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3059\u308bRAG\u306e\u7cbe\u5ea6\u3068\u3001\u5916\u90e8\u30b7\u30b9\u30c6\u30e0\u3092\u64cd\u4f5c\u3059\u308bTool Calling\u306e\u6b63\u78ba\u3055\u306b\u304b\u304b\u3063\u3066\u3044\u307e\u3059\u3002PoC\u3067\u306f\u3001\u3053\u306e2\u3064\u3092\u5b9a\u91cf\u7684\u306b\u691c\u8a3c\u3059\u308b\u3053\u3068\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\n

RAG\u7cbe\u5ea6\u691c\u8a3c\uff08\u691c\u7d22\u7cbe\u5ea6\u3068\u56de\u7b54\u7cbe\u5ea6\u306e\u5207\u308a\u5206\u3051\uff09<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

RAG\u306e\u7cbe\u5ea6\u3092PoC\u3067\u691c\u8a3c\u3059\u308b\u969b\u306f\u3001\u300c\u691c\u7d22\u7cbe\u5ea6\u300d\u3068\u300c\u56de\u7b54\u7cbe\u5ea6\u300d\u3092\u5206\u3051\u3066\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u691c\u7d22\u7cbe\u5ea6\u3068\u306f\u3001\u8cea\u554f\u306b\u5bfe\u3057\u3066\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306e\u4e2d\u304b\u3089\u672c\u5f53\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u6b63\u3057\u304f\u53d6\u308a\u51fa\u305b\u3066\u3044\u308b\u304b\u3092\u793a\u3059\u6307\u6a19\u3067\u3042\u308a\u3001\u56de\u7b54\u7cbe\u5ea6\u3068\u306f\u3001\u53d6\u308a\u51fa\u3057\u305f\u60c5\u5831\u3092\u3082\u3068\u306bLLM\u304c\u5fe0\u5b9f\u304b\u3064\u5b9f\u52d9\u3067\u4f7f\u3048\u308b\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u3066\u3044\u308b\u304b\u3092\u793a\u3059\u6307\u6a19\u3067\u3059\u3002\u3053\u306e2\u3064\u3092\u5206\u3051\u305a\u306b\u300c\u56de\u7b54\u304c\u6b63\u3057\u3044\u304b\u9593\u9055\u3063\u3066\u3044\u308b\u304b\u300d\u3060\u3051\u3092\u898b\u3066\u3057\u307e\u3046\u3068\u3001\u7cbe\u5ea6\u304c\u51fa\u306a\u3044\u539f\u56e0\u304c\u691c\u7d22\u5074\u306b\u3042\u308b\u306e\u304b\u751f\u6210\u5074\u306b\u3042\u308b\u306e\u304b\u3092\u5207\u308a\u5206\u3051\u3089\u308c\u305a\u3001\u6539\u5584\u306e\u6253\u3061\u624b\u3092\u8aa4\u308a\u307e\u3059\u3002PoC\u3067\u306f\u3001\u60f3\u5b9a\u3055\u308c\u308b\u8cea\u554f\u30bb\u30c3\u30c8\u3092\u7528\u610f\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066(1)\u691c\u7d22\u7d50\u679c\u306b\u6b63\u89e3\u3068\u306a\u308b\u6587\u66f8\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u304b\u3001(2)\u751f\u6210\u3055\u308c\u305f\u56de\u7b54\u304c\u6839\u62e0\u6587\u66f8\u306e\u5185\u5bb9\u306b\u5fe0\u5b9f\u304b\u3001\u3092\u500b\u5225\u306b\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3059\u3002\u3053\u306e\u8a55\u4fa1\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001\u53c2\u7167\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3001\u6587\u66f8\u3092\u691c\u7d22\u5358\u4f4d\u306b\u533a\u5207\u308b\u300c\u30c1\u30e3\u30f3\u30af\u8a2d\u8a08\u300d\u3001\u691c\u7d22\u65b9\u5f0f\uff08\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u30fb\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u30fb\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\uff09\u306e\u3069\u3053\u306b\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u304c\u3042\u308b\u306e\u304b\u3092\u7279\u5b9a\u3067\u304d\u3001\u672c\u958b\u767a\u3067\u306e\u6539\u5584\u65b9\u91dd\u3092\u5177\u4f53\u7684\u306b\u63cf\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

Tool Calling\uff0f\u5916\u90e8API\u9023\u643a\u306e\u52d5\u4f5c\u691c\u8a3c<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5916\u90e8\u306e\u30c4\u30fc\u30eb\u3084\u30b7\u30b9\u30c6\u30e0\u3092\u547c\u3073\u51fa\u3057\u3066\u696d\u52d9\u3092\u4ee3\u884c\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3082\u3001PoC\u3067\u691c\u8a3c\u3059\u3079\u304d\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002\u30c4\u30fc\u30eb\u306e\u5b9a\u7fa9\uff08\u3069\u306e\u3088\u3046\u306a\u5f15\u6570\u3092\u53d7\u3051\u53d6\u308b\u95a2\u6570\u306a\u306e\u304b\uff09\u3092LLM\u306b\u6e21\u3057\u3001\u72b6\u6cc1\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3067\u304d\u308b\u304b\u3001\u305d\u306e\u30c4\u30fc\u30eb\u306b\u6e21\u3059\u5f15\u6570\u3092\u6b63\u3057\u3044\u5f62\u5f0f\u3067\u751f\u6210\u3067\u304d\u308b\u304b\u3092\u3001\u5b9f\u969b\u306e\u696d\u52d9\u30b7\u30ca\u30ea\u30aa\u306b\u8fd1\u3044\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002\u7279\u306b\u3001\u9023\u643a\u3055\u305b\u308b\u30c4\u30fc\u30eb\u306e\u6570\u304c\u5897\u3048\u308b\u307b\u3069\u3001\u4f3c\u305f\u3088\u3046\u306a\u6a5f\u80fd\u3092\u6301\u3064\u30c4\u30fc\u30eb\u540c\u58eb\u3092LLM\u304c\u8aa4\u3063\u3066\u9078\u629e\u3057\u3066\u3057\u307e\u3046\u30ea\u30b9\u30af\u304c\u9ad8\u307e\u308b\u305f\u3081\u3001PoC\u306e\u6bb5\u968e\u3067\u5019\u88dc\u3068\u306a\u308b\u30c4\u30fc\u30eb\u7fa4\u3092\u7528\u610f\u3057\u3001\u610f\u56f3\u3057\u305f\u30c4\u30fc\u30eb\u304c\u6b63\u3057\u304f\u9078\u3070\u308c\u308b\u304b\u3092\u691c\u8a3c\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u307e\u305f\u3001\u30c4\u30fc\u30eb\u306e\u5b9f\u884c\u7d50\u679c\u3092\u53d7\u3051\u53d6\u3063\u305f\u5f8c\u3001\u305d\u306e\u7d50\u679c\u3092\u8e0f\u307e\u3048\u3066\u6b21\u306e\u5224\u65ad\u3092\u6b63\u3057\u304f\u884c\u3048\u308b\u304b\uff08\u5b9f\u884c\u7d50\u679c\u306e\u30d1\u30fc\u30b9\u3068\u5f8c\u7d9a\u51e6\u7406\u3078\u306e\u53cd\u6620\uff09\u307e\u3067\u542b\u3081\u3066\u691c\u8a3c\u3059\u308b\u3053\u3068\u3067\u3001\u300c\u30c4\u30fc\u30eb\u306f\u547c\u3079\u308b\u304c\u7d50\u679c\u3092\u6d3b\u304b\u305b\u306a\u3044\u300d\u3068\u3044\u3046\u8868\u9762\u7684\u306a\u52d5\u4f5c\u78ba\u8a8d\u306b\u3068\u3069\u307e\u3089\u306a\u3044\u3001\u5b9f\u7528\u6027\u306e\u9ad8\u3044\u691c\u8a3c\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\nPoC\u306e\u671f\u9593\u30fb\u8cbb\u7528\u76f8\u5834\u3068Go\/No-Go\u5224\u65ad\u57fa\u6e96<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"PoC\u306e\u671f\u9593\u30fb\u8cbb\u7528\u76f8\u5834\u3068Go\/No-Go\u5224\u65ad\u57fa\u6e96\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

PoC\u3092\u52b9\u679c\u7684\u306b\u9032\u3081\u308b\u306b\u306f\u3001\u671f\u9593\u3068\u8cbb\u7528\u306e\u76ee\u5b89\u3092\u628a\u63e1\u3057\u3001\u691c\u8a3c\u7d50\u679c\u3092\u3069\u306e\u3088\u3046\u306b\u672c\u958b\u767a\u306e\u5224\u65ad\u306b\u3064\u306a\u3052\u308b\u304b\u3092\u4e8b\u524d\u306b\u6c7a\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\n

PoC\u306e\u671f\u9593\u30fb\u8cbb\u7528\u76f8\u5834<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306ePoC\u306f\u3001\u671f\u9593\u3092\u533a\u5207\u3063\u3066\u5b9f\u65bd\u3059\u308b\u306e\u304c\u9244\u5247\u3067\u3059\u3002\u4e00\u822c\u7684\u306a\u76ee\u5b89\u3068\u3057\u3066\u30011\u301c2\u30f6\u6708\u7a0b\u5ea6\u3067\u5b8c\u4e86\u3055\u305b\u308b\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3001\u8cbb\u7528\u76f8\u5834\u306f40\u4e07\u5186\u301c100\u4e07\u5186\u7a0b\u5ea6\u304c\u76ee\u5b89\u3068\u306a\u308a\u307e\u3059\u3002\u691c\u8a3c\u7bc4\u56f2\u3092\u5e83\u3052\u3059\u304e\u308b\u3068\u3001\u3044\u3064\u307e\u3067\u3082\u300c\u3082\u3046\u5c11\u3057\u691c\u8a3c\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u304c\u7d9a\u304d\u3001\u691c\u8a3c\u81ea\u4f53\u304c\u76ee\u7684\u5316\u3057\u3066\u3057\u307e\u3046\u300cPoC\u306e\u9577\u671f\u5316\u300d\u306b\u9665\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u907f\u3051\u308b\u305f\u3081\u306b\u306f\u3001\u691c\u8a3c\u3059\u308b\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u30921\u3064\u304b2\u3064\u306e\u5177\u4f53\u7684\u306a\u696d\u52d9\u30b7\u30ca\u30ea\u30aa\u306b\u7d5e\u308a\u8fbc\u307f\u3001\u671f\u9593\u5185\u306b\u7d50\u8ad6\u3092\u51fa\u3059\u3053\u3068\u3092\u6700\u512a\u5148\u306b\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u307e\u305f\u3001PoC\u306e\u8cbb\u7528\u306f\u3001LLM\u306eAPI\u5229\u7528\u6599\u3084\u691c\u8a3c\u7528\u30c7\u30fc\u30bf\u306e\u6574\u5099\u5de5\u6570\u3092\u542b\u3081\u3066\u898b\u7a4d\u3082\u3063\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u3001\u60f3\u5b9a\u3088\u308a\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u9023\u643a\u304c\u5fc5\u8981\u306b\u306a\u3063\u305f\u5834\u5408\u306b\u306f\u3001\u8ffd\u52a0\u306e\u671f\u9593\u30fb\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u3082\u3042\u3089\u304b\u3058\u3081\u95a2\u4fc2\u8005\u3068\u5171\u6709\u3057\u3066\u304a\u304f\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

\n

Go\/No-Go\u5224\u65ad\u57fa\u6e96\u3068\u3088\u304f\u3042\u308b\u5931\u6557<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

PoC\u3067\u6700\u3082\u5927\u5207\u306a\u306e\u306f\u3001\u4e8b\u524d\u306bGo\/No-Go\uff08\u672c\u958b\u767a\u306b\u9032\u3080\u304b\u5426\u304b\uff09\u306e\u5224\u65ad\u57fa\u6e96\u3092\u5b9a\u91cf\u7684\u306b\u5b9a\u3081\u3066\u304a\u304f\u3053\u3068\u3067\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306eGo\/No-Go\u57fa\u6e96\u3068\u3057\u3066\u306f\u3001\u300c\u60f3\u5b9a\u30bf\u30b9\u30af\u306e\u6b63\u7b54\u7387\u304c\u76ee\u6a19\u6c34\u6e96\uff08\u4f8b\uff1a8\u5272\u4ee5\u4e0a\uff09\u306b\u9054\u3057\u3066\u3044\u308b\u304b\u300d\u300c1\u30bf\u30b9\u30af\u3042\u305f\u308a\u306e\u51e6\u7406\u30b3\u30b9\u30c8\u304c\u8a31\u5bb9\u7bc4\u56f2\u306b\u53ce\u307e\u3063\u3066\u3044\u308b\u304b\u300d\u300c\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u306e\u9078\u629e\u30df\u30b9\u304c\u8a31\u5bb9\u3067\u304d\u308b\u983b\u5ea6\u306b\u53ce\u307e\u3063\u3066\u3044\u308b\u304b\u300d\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a\u57fa\u6e96\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u57fa\u6e96\u3092\u6e80\u305f\u305b\u3070\u672c\u958b\u767a\u3078\u9032\u307f\u3001\u6e80\u305f\u305b\u306a\u3051\u308c\u3070\u8981\u4ef6\u3084\u6280\u8853\u65b9\u91dd\u3092\u898b\u76f4\u3059\u3001\u3068\u3044\u3046\u5224\u65ad\u3092\u5ba2\u89b3\u7684\u306b\u4e0b\u305b\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u691c\u8a3c\u306e\u81ea\u5df1\u76ee\u7684\u5316\u3092\u9632\u304e\u307e\u3059\u3002\u3088\u304f\u3042\u308b\u5931\u6557\u3068\u3057\u3066\u306f\u3001\u691c\u8a3c\u7bc4\u56f2\u3092\u6b32\u5f35\u3063\u3066\u300c\u3042\u308c\u3082\u3053\u308c\u3082\u81ea\u52d5\u5316\u3057\u305f\u3044\u300d\u3068\u5e83\u3052\u3059\u304e\u305f\u7d50\u679c\u3001PoC\u304c\u9577\u671f\u5316\u3057\u3066\u7d50\u8ad6\u304c\u51fa\u306a\u3044\u307e\u307e\u4e88\u7b97\u3092\u4f7f\u3044\u5207\u3063\u3066\u3057\u307e\u3046\u30b1\u30fc\u30b9\u3084\u3001PoC\u3067\u4e00\u5b9a\u306e\u6210\u529f\u3092\u53ce\u3081\u305f\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u672c\u958b\u767a\u3092\u62c5\u3046\u793e\u5185\u306e\u63a8\u9032\u4f53\u5236\u304c\u6574\u3063\u3066\u304a\u3089\u305a\u3001\u691c\u8a3c\u7d50\u679c\u3092\u6d3b\u304b\u305b\u306a\u3044\u307e\u307e\u6848\u4ef6\u304c\u505c\u6ede\u3057\u3066\u3057\u307e\u3046\u300cPoC\u6b7b\u300d\u306e\u30b1\u30fc\u30b9\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002PoC\u306e\u6210\u529f\u306f\u3042\u304f\u307e\u3067\u6280\u8853\u7684\u306aGo\/No-Go\u5224\u65ad\u306e\u305f\u3081\u306e\u3082\u306e\u3067\u3042\u308a\u3001\u672c\u958b\u767a\u3078\u306e\u79fb\u884c\u3092\u62c5\u3046\u4f53\u5236\u3065\u304f\u308a\u3082\u4e26\u884c\u3057\u3066\u9032\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u3001PoC\u3092\u6b21\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u3064\u306a\u3052\u308b\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u30fb\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306b\u3088\u308bUI\u30fb\u696d\u52d9\u30d5\u30ed\u30fc\u691c\u8a3c<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u30fb\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306b\u3088\u308bUI\u30fb\u696d\u52d9\u30d5\u30ed\u30fc\u691c\u8a3c\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

PoC\u304c\u300c\u7cbe\u5ea6\u300d\u3092\u691c\u8a3c\u3059\u308b\u3082\u306e\u3067\u3042\u308b\u306e\u306b\u5bfe\u3057\u3001\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u3068\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u300c\u4f7f\u3044\u3084\u3059\u3055\u300d\u3084\u300c\u696d\u52d9\u3078\u306e\u7d44\u307f\u8fbc\u307f\u65b9\u300d\u3092\u8a66\u4f5c\u54c1\u3067\u78ba\u8a8d\u3059\u308b\u3082\u306e\u3067\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u7cbe\u5ea6\u304c\u9ad8\u3044\u3060\u3051\u3067\u306f\u5341\u5206\u3067\u306f\u306a\u304f\u3001\u5b9f\u969b\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u306e\u4e2d\u3067\u9055\u548c\u611f\u306a\u304f\u4f7f\u308f\u308c\u3066\u521d\u3081\u3066\u4fa1\u5024\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u5bfe\u8a71UI\u30fb\u7ba1\u7406\u753b\u9762\u306e\u30e2\u30c3\u30af\u30a2\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5bfe\u8a71\u3059\u308b\u30c1\u30e3\u30c3\u30c8UI\u3084\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u52d5\u4f5c\u72b6\u6cc1\u3092\u78ba\u8a8d\u30fb\u8a2d\u5b9a\u3059\u308b\u7ba1\u7406\u753b\u9762\u306e\u898b\u305f\u76ee\u3084\u753b\u9762\u9077\u79fb\u3092\u3001\u5b9f\u969b\u306b\u52d5\u304f\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u524d\u306b\u8996\u899a\u7684\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3069\u306e\u3088\u3046\u306a\u601d\u8003\u904e\u7a0b\u3067\u30c4\u30fc\u30eb\u3092\u547c\u3073\u51fa\u3057\u305f\u306e\u304b\u3092\u3001\u5229\u7528\u8005\u306b\u3069\u3053\u307e\u3067\u958b\u793a\u3059\u308b\u304b\uff08\u51e6\u7406\u306e\u900f\u660e\u6027\uff09\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306eUI\u8a2d\u8a08\u306b\u304a\u3051\u308b\u91cd\u8981\u306a\u8ad6\u70b9\u3067\u3059\u3002\u7279\u306b\u3001\u91cd\u8981\u306a\u64cd\u4f5c\uff08\u30e1\u30fc\u30eb\u9001\u4fe1\u3084\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u306a\u3069\uff09\u3092\u5b9f\u884c\u3059\u308b\u524d\u306b\u3001\u4eba\u9593\u306e\u627f\u8a8d\u3092\u631f\u3080\u300cHuman-in-the-loop\u300d\u306e\u4ed5\u7d44\u307f\u3092\u3069\u306e\u3088\u3046\u306a\u753b\u9762\u30c7\u30b6\u30a4\u30f3\u3067\u5b9f\u73fe\u3059\u308b\u304b\u306f\u3001\u696d\u52d9\u3067\u306e\u5b89\u5fc3\u611f\u3092\u5de6\u53f3\u3059\u308b\u305f\u3081\u3001\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u306e\u6bb5\u968e\u3067\u5177\u4f53\u7684\u306a\u30a4\u30e1\u30fc\u30b8\u3092\u56fa\u3081\u3066\u304a\u304f\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u7ba1\u7406\u8005\u304c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5229\u7528\u72b6\u6cc1\u3084\u30b3\u30b9\u30c8\u3001\u30a8\u30e9\u30fc\u767a\u751f\u72b6\u6cc1\u3092\u4e00\u76ee\u3067\u628a\u63e1\u3067\u304d\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u30ec\u30a4\u30a2\u30a6\u30c8\u3082\u3001\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u3067\u65e9\u671f\u306b\u30a4\u30e1\u30fc\u30b8\u3092\u5171\u6709\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u958b\u767a\u306e\u5f8c\u623b\u308a\u3092\u6e1b\u3089\u305b\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u696d\u52d9\u30d5\u30ed\u30fc\u3078\u306e\u7d44\u307f\u8fbc\u307f\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u691c\u8a3c<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

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\n\u307e\u3068\u3081<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306ePoC\u30fb\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u307e\u3068\u3081\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u672c\u8a18\u4e8b\u3067\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u30fb\u69cb\u7bc9\u306b\u304a\u3051\u308bPoC\u30fb\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u30fb\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u958b\u767a\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002LLM\u306e\u51fa\u529b\u306f\u78ba\u7387\u7684\u3067\u3042\u308a\u3001\u5b9f\u88c5\u304c\u5b8c\u4e86\u3057\u305f\u304b\u3089\u3068\u3044\u3063\u3066\u696d\u52d9\u3067\u4f7f\u3048\u308b\u7cbe\u5ea6\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u672c\u958b\u767a\u306e\u524d\u306bPoC\u3067\u5b9f\u73fe\u53ef\u80fd\u6027\u3092\u691c\u8a3c\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u304c\u7279\u306b\u91cd\u8981\u3067\u3059\u3002PoC\u3067\u306f\u3001LLM\u9078\u5b9a\u691c\u8a3c\uff08\u7cbe\u5ea6\u30fb\u30b3\u30b9\u30c8\u30fb\u30ec\u30a4\u30c6\u30f3\u30b7\u306e\u6bd4\u8f03\uff09\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u306e\u8a66\u4f5c\u6bd4\u8f03\u3068\u3044\u3046\u6280\u8853\u9078\u5b9a\u306e\u691c\u8a3c\u306b\u52a0\u3048\u3066\u3001RAG\u306e\u691c\u7d22\u7cbe\u5ea6\u30fb\u56de\u7b54\u7cbe\u5ea6\u306e\u5207\u308a\u5206\u3051\u691c\u8a3c\u3001Tool Calling\uff0f\u5916\u90e8API\u9023\u643a\u306e\u52d5\u4f5c\u691c\u8a3c\u3092\u884c\u3044\u307e\u3059\u3002PoC\u306e\u671f\u9593\u306f1\u301c2\u30f6\u6708\u3001\u8cbb\u7528\u306f40\u4e07\u5186\u301c100\u4e07\u5186\u7a0b\u5ea6\u304c\u76ee\u5b89\u3067\u3001\u6b63\u7b54\u7387\u3084\u30b3\u30b9\u30c8\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u306e\u7cbe\u5ea6\u3068\u3044\u3063\u305f\u5b9a\u91cf\u7684\u306aGo\/No-Go\u57fa\u6e96\u3092\u4e8b\u524d\u306b\u5b9a\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u691c\u8a3c\u306e\u9577\u671f\u5316\u3084PoC\u6b7b\u3092\u9632\u3050\u9375\u3068\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u7cbe\u5ea6\u691c\u8a3c\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u5bfe\u8a71UI\u30fb\u7ba1\u7406\u753b\u9762\u306e\u30e2\u30c3\u30af\u30a2\u30c3\u30d7\u3084\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3078\u306e\u7d44\u307f\u8fbc\u307f\u3092\u78ba\u8a8d\u3059\u308b\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306b\u3088\u3063\u3066\u3001\u73fe\u5834\u3067\u306e\u4f7f\u3044\u3084\u3059\u3055\u3068\u5b9a\u7740\u53ef\u80fd\u6027\u307e\u3067\u691c\u8a3c\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u672c\u958b\u767a\u3092\u6210\u529f\u306b\u5c0e\u304d\u307e\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u65b9\u306f\u3001\u307e\u305a\u306f\u5c0f\u3055\u304f\u691c\u8a3c\u3059\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u25bc\u5168\u4f53\u30ac\u30a4\u30c9\u306e\u8a18\u4e8b
\u30fbAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n\n

\n

\u682a\u5f0f\u4f1a\u793eripla\u3067\u306f\u3001IT\u4e8b\u696d\u4f1a\u793e\u51fa\u8eab\u306e\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u304c\u300cImpact-Driven\u578b\u652f\u63f4\u300d\u3092\u901a\u3058\u3066\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u3084\u30b7\u30b9\u30c6\u30e0\u306e\u7d0d\u54c1\u30fb\u63d0\u4f9b\u3092\u76ee\u7684\u3068\u305b\u305a\u3001\u304a\u5ba2\u69d8\u3068\u540c\u3058\u76ee\u7dda\u3067\u3001\u4e8b\u696d\u6210\u679c\u306e\u9054\u6210\u3092\u30b4\u30fc\u30eb\u3068\u3057\u3066\u3001\u9ad8\u54c1\u8cea\u306aDX\/\u958b\u767a\u652f\u63f4\u3092\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u307e\u305f\u3001\u5f53\u793e\u72ec\u81ea\u306e\u958b\u767a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u300cBox\u30b7\u30ea\u30fc\u30ba\u300d\u306b\u3088\u308b\u6a19\u6e96\u6a5f\u80fd\u306e\u9ad8\u901f\u958b\u767a\u3068\u3001AI\u99c6\u52d5\u958b\u767a\u306e\u72ec\u81ea\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300cGoDD\u300d\u306b\u3088\u308b\u72ec\u81ea\u6a5f\u80fd\u306eAI\u5b9f\u88c5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f4e\u30b3\u30b9\u30c8\u30fb\u77ed\u671f\u9593\u3067\u958b\u767a\u3092\u5b9f\u73fe\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u3082\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u306b\u95a2\u3059\u308b\u3054\u8981\u671b\u304c\u3054\u3056\u3044\u307e\u3057\u305f\u3089\u3001\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/a><\/p>\n\n\n\n

\n
\u682a\u5f0f\u4f1a\u793eripla\u306e\u4f1a\u793eHP\u306f\u3053\u3061\u3089<\/strong><\/a><\/div>\n<\/div>\n\n\n\n

\u30fb\u30b5\u30fc\u30d3\u30b9\u6982\u8981\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
\u30fb\u304a\u554f\u5408\u305b\u30da\u30fc\u30b8\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
\u30fb\u304a\u5f79\u7acb\u3061\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 >>><\/a><\/p>\n<\/div>\n\n\n\n

\"\"<\/a><\/figure>\n\n\n
\n
\n \u57f7\u7b46\u8005\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\n <\/div>\n
\n
\n \"\u5f35\u7530\u8c37\u51cc\u592e\"\n <\/div>\n
\n
\n \u5f35\u7530\u8c37\u51cc\u592e\n <\/div>\n

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