\u30fbAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n\n
Dify\u3068\u306f\uff1f\u751f\u6210AI\u30a2\u30d7\u30ea\u3092\u7d20\u65e9\u304f\u7acb\u3061\u4e0a\u3052\u3089\u308c\u308b\u958b\u767a\u57fa\u76e4<\/strong><\/h2>\n\n\n\n\n\n![\"\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/22064697.jpg?w=1024\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nDify\u306f\u3001\u30ce\u30fc\u30b3\u30fc\u30c9\u30fb\u30ed\u30fc\u30b3\u30fc\u30c9\u3067\u751f\u6210AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002ChatGPT\u3084Claude\u3001Gemini\u3001Mistral\u306a\u3069\u4e3b\u8981\u306aLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u9023\u643a\u3067\u304d\u3001RAG\u69cb\u6210\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u8a2d\u8a08\u3001\u30e6\u30fc\u30b6\u30fc\u7ba1\u7406\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u69cb\u7bc9\u3001\u30c8\u30fc\u30af\u30f3\u5229\u7528\u91cf\u306e\u53ef\u8996\u5316\u306a\u3069\u3001\u5546\u7528\u5229\u7528\u306b\u5fc5\u8981\u306a\u6a5f\u80fd\u3092\u3072\u3068\u901a\u308a\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3068\u304f\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u306e\u6d3b\u7528\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u793e\u5185\u6587\u66f8\u3092\u5bfe\u8c61\u3068\u3057\u305f\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8
\u30fb\u55b6\u696d\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u696d\u52d9\u624b\u9806\u66f8\u3092\u691c\u7d22\u3067\u304d\u308bAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8
\u30fb\u793e\u5185SaaS\u9023\u643a\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\uff08\u4f8b\uff1aNotion\uff0bSlack\uff09
\u30fb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u81ea\u52d5\u8981\u7d04\u3084PDF\u89e3\u6790\u306e\u751f\u6210\u7cfb\u30a2\u30d7\u30ea<\/p>\n\n\n\n
\u3053\u306e\u3088\u3046\u306a\u80cc\u666f\u304b\u3089\u3001Dify\u306f\u300c\u81ea\u793e\u7528\u306e\u751f\u6210AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f4e\u30b3\u30b9\u30c8\u30fb\u77ed\u671f\u9593\u3067\u7acb\u3061\u4e0a\u3052\u305f\u3044\u300d\u3068\u3044\u3046\u30cb\u30fc\u30ba\u306b\u5fdc\u3048\u308b\u6709\u529b\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u30b9\u30c6\u30c3\u30d71\uff1a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068\u6d3b\u7528\u76ee\u7684\u306e\u660e\u78ba\u5316<\/strong><\/h2>\n\n\n\n\n\n![\"\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2519781-1.jpg?w=1024\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nDify\u5c0e\u5165\u306e\u7b2c\u4e00\u6b69\u306f\u3001\u4f55\u306e\u305f\u3081\u306bDify\u3092\u4f7f\u3046\u306e\u304b\u3001\u3069\u306e\u3088\u3046\u306a\u6210\u679c\u3092\u51fa\u3057\u305f\u3044\u306e\u304b\u3092\u660e\u78ba\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u751f\u6210AI\u306f\u3067\u304d\u308b\u3053\u3068\u304c\u5e83\u3044\u305f\u3081\u3001\u5c0e\u5165\u76ee\u7684\u304c\u66d6\u6627\u306a\u307e\u307e\u3060\u3068\u65b9\u5411\u6027\u304c\u30d6\u30ec\u3084\u3059\u304f\u3001\u5931\u6557\u306b\u3064\u306a\u304c\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u89e3\u6c7a\u3059\u3079\u304d\u8ab2\u984c\u3068\u9069\u7528\u9818\u57df\u3092\u5b9a\u3081\u308b<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u76ee\u7684\u306bDify\u3092\u6d3b\u7528\u3059\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u304c\u6563\u5728\u3057\u3066\u3044\u3066\u691c\u7d22\u306b\u6642\u9593\u304c\u304b\u304b\u308b
\u30fbFAQ\u3084\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u304c\u5c5e\u4eba\u5316\u3057\u3066\u3044\u308b
\u30fb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u591a\u304f\u3001\u8981\u70b9\u62bd\u51fa\u3084\u8981\u7d04\u306b\u5de5\u6570\u304c\u304b\u304b\u308b
\u30fb\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u5bfe\u8a71\u5f62\u5f0f\u3067\u6d3b\u7528\u3057\u305f\u3044<\/p>\n\n\n\n
\u8ab2\u984c\u3092\u6d17\u3044\u51fa\u3057\u305f\u3046\u3048\u3067\u3001\u300cAI\u306b\u4f55\u3092\u4ee3\u66ff\u3055\u305b\u308b\u304b\u300d\u300c\u3069\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u3080\u304b\u300d\u3092\u5177\u4f53\u5316\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n
\nKPI\u30fb\u8a55\u4fa1\u6307\u6a19\u3092\u8a2d\u5b9a\u3059\u308b<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u751f\u6210AI\u306e\u5c0e\u5165\u52b9\u679c\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3042\u3089\u304b\u3058\u3081KPI\u3092\u8a2d\u5b9a\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u30fb\u5fdc\u7b54\u7cbe\u5ea6\uff08\u30e6\u30fc\u30b6\u30fc\u6e80\u8db3\u5ea6\uff09
\u30fb\u691c\u7d22\u30b9\u30d4\u30fc\u30c9\u306e\u6539\u5584\uff08\u5e73\u5747\u6240\u8981\u6642\u9593\uff09
\u30fb\u696d\u52d9\u52b9\u7387\uff08\u5bfe\u5fdc\u4ef6\u6570\u3084\u6642\u9593\u524a\u6e1b\uff09
\u30fbLLM\u4f7f\u7528\u91cf\uff08\u30b3\u30b9\u30c8\u7ba1\u7406\uff09<\/p>\n\n\n\n
\u3053\u308c\u306b\u3088\u308a\u3001PoC\u6bb5\u968e\u3067\u3082\u5b9a\u91cf\u7684\u306b\u52b9\u679c\u691c\u8a3c\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30b9\u30c6\u30c3\u30d72\uff1a\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306e\u6574\u5099\u3068RAG\u306e\u8a2d\u8a08<\/strong><\/h2>\n\n\n\n\n\n![\"\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/24511883-1.jpg?w=1024\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nDify\u306e\u6700\u5927\u306e\u7279\u5fb4\u306f\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff08RAG\uff09\u3092\u6a19\u6e96\u642d\u8f09\u3057\u3066\u3044\u308b\u70b9\u3067\u3059\u3002\u81ea\u793e\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u30fb\u8981\u7d04\u3057\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u5bfe\u8c61\u3068\u306a\u308b\u60c5\u5831\u3092\u6574\u5099\u3057\u3001\u30d9\u30af\u30c8\u30ebDB\u306b\u767b\u9332\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u5bfe\u8c61\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u53ce\u96c6\u3068\u524d\u51e6\u7406<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u306fRAG\u3067\u6d3b\u7528\u3059\u308b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u6574\u5099\u3057\u307e\u3059\u3002\u5f62\u5f0f\u306fWord\u3001PDF\u3001Excel\u3001Markdown\u3001HTML\u306a\u3069\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3059\u304c\u3001\u6700\u7d42\u7684\u306b\u306f\u30c6\u30ad\u30b9\u30c8\u306b\u5909\u63db\u3057\u3066\u6271\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u7121\u95a2\u4fc2\u306a\u30da\u30fc\u30b8\u3084\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u524a\u9664
\u30fb\u753b\u50cf\u306e\u4ee3\u66ff\u30c6\u30ad\u30b9\u30c8\u5316\uff08\u5fc5\u8981\u306b\u5fdc\u3058\u3066\uff09
\u30fb\u30bb\u30af\u30b7\u30e7\u30f3\u3054\u3068\u306e\u30c1\u30e3\u30f3\u30af\u5316\u3068\u30e1\u30bf\u60c5\u5831\u306e\u4ed8\u4e0e
\u30fb\u91cd\u8907\u3084\u30ce\u30a4\u30ba\u30c7\u30fc\u30bf\u306e\u9664\u53bb<\/p>\n\n\n\n
\u60c5\u5831\u3092\u6574\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u691c\u7d22\u7cbe\u5ea6\u3068\u5fdc\u7b54\u54c1\u8cea\u304c\u5927\u304d\u304f\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30d9\u30af\u30c8\u30ebDB\u306e\u9078\u5b9a\u3068\u30a4\u30f3\u30b8\u30a7\u30b9\u30c8\u8a2d\u8a08<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u3067\u306f\u3001Weaviate\u3084Qdrant\u3001Milvus\u306a\u3069\u306e\u30d9\u30af\u30c8\u30ebDB\u3068\u9023\u643a\u3067\u304d\u307e\u3059\u3002\u7528\u9014\u3084\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306b\u5fdc\u3058\u3066\u9078\u5b9a\u3057\u3001\u30c7\u30fc\u30bf\u3092\u30a4\u30f3\u30b8\u30a7\u30b9\u30c8\uff08\u767b\u9332\uff09\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30c1\u30e3\u30f3\u30af\u30b5\u30a4\u30ba\uff08\u5206\u5272\u5358\u4f4d\uff09\u3084\u91cd\u8907\u9664\u53bb\u306e\u8a2d\u8a08
\u30fb\u691c\u7d22\u5bfe\u8c61\u3068\u3059\u3079\u304d\u30e1\u30bf\u60c5\u5831\u306e\u8a2d\u8a08\uff08\u90e8\u7f72\u3001\u65e5\u4ed8\u3001\u30ab\u30c6\u30b4\u30ea\u306a\u3069\uff09
\u30fb\u5b9a\u671f\u7684\u306a\u518d\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u51e6\u7406\u306e\u4ed5\u7d44\u307f\u3065\u304f\u308a<\/p>\n\n\n\n
RAG\u8a2d\u8a08\u306f\u3001\u6700\u7d42\u7684\u306a\u56de\u7b54\u7cbe\u5ea6\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001\u6700\u3082\u91cd\u8981\u306a\u30d5\u30a7\u30fc\u30ba\u3068\u3044\u3063\u3066\u3082\u904e\u8a00\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
\u30b9\u30c6\u30c3\u30d73\uff1aDify\u672c\u4f53\u306e\u69cb\u7bc9\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba<\/strong><\/h2>\n\n\n\n\n\n![\"\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2e7c9-2096426.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30c7\u30fc\u30bf\u304c\u6e96\u5099\u3067\u304d\u305f\u3089\u3001\u3044\u3088\u3044\u3088Dify\u672c\u4f53\u306e\u69cb\u7bc9\u306b\u5165\u308a\u307e\u3059\u3002Dify\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001Docker\u3084Kubernetes\u3092\u7528\u3044\u3066\u81ea\u7531\u306b\u30a4\u30f3\u30d5\u30e9\u69cb\u7bc9\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30b5\u30fc\u30d0\u30fc\u74b0\u5883\u306e\u69cb\u7bc9<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u57fa\u672c\u7684\u306b\u306fDocker\u30b3\u30f3\u30c6\u30ca\u3092\u7acb\u3061\u4e0a\u3052\u3066Dify\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u307e\u3059\u3002AWS\u3001GCP\u3001Azure\u3001\u307e\u305f\u306f\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u3067\u3082\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
\u30fbWebUI\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3001\u30d9\u30af\u30c8\u30ebDB\u3001LLM API\u306a\u3069\u306e\u69cb\u6210\u8a2d\u8a08
\u30fb\u30ed\u30b0\u7ba1\u7406\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\uff08Prometheus\u3084Grafana\uff09\u306e\u5c0e\u5165
\u30fb\u30ea\u30d0\u30fc\u30b9\u30d7\u30ed\u30ad\u30b7\u3084SSL\u5bfe\u5fdc\uff08Nginx\u306a\u3069\uff09<\/p>\n\n\n\n
\u793e\u5185\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u904b\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u30dd\u30ea\u30b7\u30fc\u306b\u5247\u3063\u305f\u69cb\u6210\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u306e\u9023\u643a\u8a2d\u5b9a<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306f\u8907\u6570\u306eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u7528\u9014\u3084\u30b3\u30b9\u30c8\u3001\u7cbe\u5ea6\u306b\u5fdc\u3058\u3066\u67d4\u8edf\u306b\u9078\u3079\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fbOpenAI\uff08GPT-4, GPT-3.5\uff09
\u30fbAnthropic\uff08Claude\u30b7\u30ea\u30fc\u30ba\uff09
\u30fbMistral\u3001Cohere\u3001Gemini\u306a\u3069<\/p>\n\n\n\n
API\u30ad\u30fc\u306e\u767b\u9332\u3068\u4f7f\u7528\u30e2\u30c7\u30eb\u306e\u6307\u5b9a\u3060\u3051\u3067\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u7acb\u3061\u4e0a\u3052\u306f\u975e\u5e38\u306b\u30b9\u30e0\u30fc\u30ba\u3067\u3059\u3002<\/p>\n\n\n\n
\nUI\u8a2d\u8a08\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u69cb\u7bc9<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nUI\u306fDify\u4e0a\u3067\u69cb\u7bc9\u3067\u304d\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u3042\u308b\u7a0b\u5ea6\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u3067\u3059\u3002\u30c1\u30e3\u30c3\u30c8UI\u3001\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u30d5\u30ed\u30fc\u3001\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u3084\u5165\u529b\u6b04\u306a\u3069\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u5408\u308f\u305b\u3066\u8a2d\u8a08\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u8a2d\u8a08\u3068\u5909\u6570\u306e\u5b9a\u7fa9
\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3068\u7cbe\u5ea6\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0
\u30fb\u30e6\u30fc\u30b6\u30fc\u5358\u4f4d\u306e\u5c65\u6b74\u3084\u30c8\u30fc\u30af\u30f3\u91cf\u53ef\u8996\u5316\u306e\u8a2d\u5b9a<\/p>\n\n\n\n
UI\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u54c1\u8cea\u304c\u3001\u305d\u306e\u307e\u307e\u696d\u52d9\u73fe\u5834\u306e\u6e80\u8db3\u5ea6\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30b9\u30c6\u30c3\u30d74\uff1a\u691c\u8a3c\u30fb\u30ea\u30ea\u30fc\u30b9\u30fb\u672c\u756a\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n![\"\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2404190.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u69cb\u7bc9\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001PoC\u74b0\u5883\u3067\u306e\u691c\u8a3c\u3092\u7d4c\u3066\u3001\u672c\u756a\u5c0e\u5165\u30d5\u30a7\u30fc\u30ba\u306b\u9032\u307f\u307e\u3059\u3002\u3053\u3053\u304b\u3089\u306f\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u3082\u3068\u306b\u3057\u305f\u6539\u5584\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30d1\u30a4\u30ed\u30c3\u30c8\u5c0e\u5165\u3068\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u306f\u4e00\u90e8\u90e8\u7f72\u306a\u3069\u9650\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u3067\u306e\u904b\u7528\u3092\u884c\u3044\u3001\u4ee5\u4e0b\u306e\u70b9\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u56de\u7b54\u7cbe\u5ea6\u3084\u8aa4\u56de\u7b54\u306e\u983b\u5ea6
\u30fb\u5fdc\u7b54\u901f\u5ea6\u3084UX\u306e\u5feb\u9069\u3055
\u30fb\u696d\u52d9\u306b\u304a\u3051\u308b\u5c0e\u5165\u52b9\u679c\uff08\u6642\u9593\u77ed\u7e2e\u3001\u8ca0\u8377\u8efd\u6e1b\u306a\u3069\uff09<\/p>\n\n\n\n
\u5f97\u3089\u308c\u305f\u7d50\u679c\u3092\u3082\u3068\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u30c1\u30e3\u30f3\u30af\u5316\u3001\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u8a2d\u8a08\u306a\u3069\u3092\u5fae\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u672c\u756a\u904b\u7528\u3068\u7ba1\u7406\u4f53\u5236\u306e\u6574\u5099<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6b63\u5f0f\u306b\u672c\u756a\u74b0\u5883\u3078\u79fb\u884c\u3059\u308b\u969b\u306f\u3001\u904b\u7528\u30dd\u30ea\u30b7\u30fc\u3084\u76e3\u8996\u4f53\u5236\u306e\u6574\u5099\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
\u30fb\u7ba1\u7406\u8005\u306b\u3088\u308b\u30a2\u30d7\u30ea\u6a29\u9650\u8a2d\u5b9a\u3001\u30e6\u30fc\u30b6\u30fc\u5236\u5fa1
\u30fbLLM\u4f7f\u7528\u91cf\u3084\u5fdc\u7b54\u30ed\u30b0\u306e\u5b9a\u671f\u7684\u306a\u30c1\u30a7\u30c3\u30af
\u30fb\u30c7\u30fc\u30bf\u66f4\u65b0\u30d5\u30ed\u30fc\u3068\u65b0\u30d5\u30a1\u30a4\u30eb\u306e\u81ea\u52d5\u30a4\u30f3\u30b8\u30a7\u30b9\u30c8\u8a2d\u8a08
\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u30d5\u30ed\u30fc\u306e\u7b56\u5b9a<\/p>\n\n\n\n
\u3053\u306e\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u304c\u9577\u671f\u7684\u306a\u6210\u529f\u3068\u793e\u5185\u5b9a\u7740\u3092\u652f\u3048\u308b\u57fa\u76e4\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
Dify\u904b\u7528\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u5236\u4f5c\u30fb\u6539\u5584\u306e\u30b3\u30c4<\/strong><\/h2>\n\n\n\n\n\n![\"\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/24082064.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nDify\u3092\u6d3b\u7528\u3057\u305f\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u69cb\u7bc9\u3067\u306f\u3001\u5358\u306b\u300c\u6280\u8853\u3092\u5c0e\u5165\u3059\u308b\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u30e6\u30fc\u30b6\u30fc\u5fd7\u5411\u306e\u8a2d\u8a08\u304c\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\uff0b\u62e1\u5f35\u578b\u306e\u5c0e\u5165\u8a08\u753b<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u306f\u3058\u3081\u306f\u5c0f\u3055\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3084\u7279\u5b9a\u90e8\u7f72\u306b\u9650\u5b9a\u3057\u3001\u6210\u529f\u4f53\u9a13\u3092\u7a4d\u307f\u4e0a\u3052\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u793e\u5185\u6d78\u900f\u3068\u62e1\u5f35\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fbFAQ\u30c1\u30e3\u30c3\u30c8\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u6b21\u306b\u8b70\u4e8b\u9332\u8981\u7d04\u3078\u5c55\u958b
\u30fb1\u90e8\u9580\u5c0e\u5165\u5f8c\u3001\u4ed6\u90e8\u9580\u3078\u306e\u5c55\u958b\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u4f5c\u6210<\/p>\n\n\n\n
\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u30b3\u30b9\u30c8\u3084\u5931\u6557\u30ea\u30b9\u30af\u3092\u6291\u3048\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
\nLLM\u30b3\u30b9\u30c8\u306e\u898b\u3048\u308b\u5316\u3068\u6700\u9069\u5316<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306fLLM API\u3068\u9023\u643a\u3059\u308b\u305f\u3081\u3001\u5229\u7528\u91cf\u306b\u3088\u3063\u3066\u30b3\u30b9\u30c8\u304c\u5897\u5927\u3057\u307e\u3059\u3002\u30ed\u30b0\u306e\u53ef\u8996\u5316\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6700\u9069\u5316\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30c8\u30fc\u30af\u30f3\u4f7f\u7528\u91cf\u306e\u53ef\u8996\u5316\u3068\u4e0d\u8981\u51fa\u529b\u306e\u524a\u6e1b
\u30fb\u7c21\u6f54\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3068\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u56de\u6570\u306e\u6700\u9069\u5316
\u30fbAPI\u306e\u9078\u5b9a\u3068\u30e2\u30c7\u30eb\u5207\u308a\u66ff\u3048\uff08\u4f8b\uff1aGPT-4\u2192GPT-3.5\uff09<\/p>\n\n\n\n
\u3053\u308c\u3089\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3046\u3053\u3068\u3067\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u73fe\u5834\u306e\u58f0\u3092\u6d3b\u304b\u3059UI\u6539\u5584\u30b5\u30a4\u30af\u30eb<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306e\u5f37\u307f\u306fUI\u304c\u67d4\u8edf\u306b\u6539\u5584\u3067\u304d\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u6d3b\u304b\u3057\u3066\u300c\u4f7f\u3044\u3084\u3059\u3044AI\u300d\u3092\u80b2\u3066\u3066\u3044\u304f\u59ff\u52e2\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u554f\u3044\u5408\u308f\u305b\u5206\u6790\u306b\u3088\u308bUI\u306e\u6539\u5584
\u30fb\u8aa4\u56de\u7b54\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u30d7\u30ed\u30f3\u30d7\u30c8\u4fee\u6b63
\u30fb\u904b\u7528\u30c1\u30fc\u30e0\u306b\u3088\u308b\u6539\u5584\u30ed\u30b0\u306e\u8a18\u9332\u3068\u5b9a\u4f8b\u30ec\u30d3\u30e5\u30fc<\/p>\n\n\n\n
PDCA\u3092\u56de\u3057\u7d9a\u3051\u308b\u3053\u3068\u3067\u3001AI\u30c4\u30fc\u30eb\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u308f\u308c\u308b\u5b58\u5728\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u307e\u3068\u3081<\/strong><\/h2>\n\n\n\nDify\u306f\u3001\u4f01\u696d\u304c\u81ea\u793e\u306b\u6700\u9069\u306a\u751f\u6210AI\u30a2\u30d7\u30ea\u3092\u8fc5\u901f\u306b\u69cb\u7bc9\u30fb\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u6709\u529b\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002PoC\u304b\u3089\u672c\u756a\u69cb\u7bc9\u3001\u7d99\u7d9a\u904b\u7528\u307e\u3067\u306e\u6d41\u308c\u3092\u8e0f\u307e\u3048\u305f\u3046\u3048\u3067\u3001\u76ee\u7684\u306b\u6cbf\u3063\u305f\u6bb5\u968e\u7684\u306a\u7acb\u3061\u4e0a\u3052\u3068\u6539\u5584\u30b5\u30a4\u30af\u30eb\u306e\u8a2d\u8a08\u304c\u3001\u5c0e\u5165\u6210\u529f\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068KPI\u306e\u660e\u78ba\u5316\u304b\u3089PoC\u8a2d\u8a08\u3092\u59cb\u3081\u308b
\u30fbRAG\u8a2d\u8a08\u3068\u30c7\u30fc\u30bf\u6574\u5099\u304c\u5fdc\u7b54\u7cbe\u5ea6\u3092\u5927\u304d\u304f\u5de6\u53f3\u3059\u308b
\u30fb\u30a4\u30f3\u30d5\u30e9\u69cb\u7bc9\u3001LLM\u9023\u643a\u3001UI\u8a2d\u8a08\u307e\u3067\u4e00\u8cab\u3057\u3066\u8a2d\u8a08\u304c\u5fc5\u8981
\u30fb\u30e6\u30fc\u30b6\u30fc\u8d77\u70b9\u306e\u7d99\u7d9a\u6539\u5584\u304cDify\u306e\u5f37\u307f\u3092\u6700\u5927\u9650\u306b\u6d3b\u304b\u3059<\/p>\n\n\n\n
\u4eca\u5f8c\u3082\u9032\u5316\u3092\u7d9a\u3051\u308bDify\u3092\u6d3b\u7528\u3057\u3001\u751f\u6210AI\u306e\u696d\u52d9\u6d3b\u7528\u3092\u5b9f\u73fe\u3059\u308b\u7b2c\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3057\u307e\u3057\u3087\u3046\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\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![\"\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-08-150644-1024x359.png\")
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\u30fb\u304a\u554f\u5408\u305b\u30da\u30fc\u30b8\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
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RAG\u8a2d\u8a08\u306f\u3001\u6700\u7d42\u7684\u306a\u56de\u7b54\u7cbe\u5ea6\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001\u6700\u3082\u91cd\u8981\u306a\u30d5\u30a7\u30fc\u30ba\u3068\u3044\u3063\u3066\u3082\u904e\u8a00\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
\u30b9\u30c6\u30c3\u30d73\uff1aDify\u672c\u4f53\u306e\u69cb\u7bc9\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30c7\u30fc\u30bf\u304c\u6e96\u5099\u3067\u304d\u305f\u3089\u3001\u3044\u3088\u3044\u3088Dify\u672c\u4f53\u306e\u69cb\u7bc9\u306b\u5165\u308a\u307e\u3059\u3002Dify\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001Docker\u3084Kubernetes\u3092\u7528\u3044\u3066\u81ea\u7531\u306b\u30a4\u30f3\u30d5\u30e9\u69cb\u7bc9\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30b5\u30fc\u30d0\u30fc\u74b0\u5883\u306e\u69cb\u7bc9<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u57fa\u672c\u7684\u306b\u306fDocker\u30b3\u30f3\u30c6\u30ca\u3092\u7acb\u3061\u4e0a\u3052\u3066Dify\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u307e\u3059\u3002AWS\u3001GCP\u3001Azure\u3001\u307e\u305f\u306f\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u3067\u3082\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
\u30fbWebUI\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3001\u30d9\u30af\u30c8\u30ebDB\u3001LLM API\u306a\u3069\u306e\u69cb\u6210\u8a2d\u8a08
\u30fb\u30ed\u30b0\u7ba1\u7406\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\uff08Prometheus\u3084Grafana\uff09\u306e\u5c0e\u5165
\u30fb\u30ea\u30d0\u30fc\u30b9\u30d7\u30ed\u30ad\u30b7\u3084SSL\u5bfe\u5fdc\uff08Nginx\u306a\u3069\uff09<\/p>\n\n\n\n
\u793e\u5185\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u904b\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u30dd\u30ea\u30b7\u30fc\u306b\u5247\u3063\u305f\u69cb\u6210\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u306e\u9023\u643a\u8a2d\u5b9a<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306f\u8907\u6570\u306eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u7528\u9014\u3084\u30b3\u30b9\u30c8\u3001\u7cbe\u5ea6\u306b\u5fdc\u3058\u3066\u67d4\u8edf\u306b\u9078\u3079\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fbOpenAI\uff08GPT-4, GPT-3.5\uff09
\u30fbAnthropic\uff08Claude\u30b7\u30ea\u30fc\u30ba\uff09
\u30fbMistral\u3001Cohere\u3001Gemini\u306a\u3069<\/p>\n\n\n\n
API\u30ad\u30fc\u306e\u767b\u9332\u3068\u4f7f\u7528\u30e2\u30c7\u30eb\u306e\u6307\u5b9a\u3060\u3051\u3067\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u7acb\u3061\u4e0a\u3052\u306f\u975e\u5e38\u306b\u30b9\u30e0\u30fc\u30ba\u3067\u3059\u3002<\/p>\n\n\n\n
\nUI\u8a2d\u8a08\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u69cb\u7bc9<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nUI\u306fDify\u4e0a\u3067\u69cb\u7bc9\u3067\u304d\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u3042\u308b\u7a0b\u5ea6\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u3067\u3059\u3002\u30c1\u30e3\u30c3\u30c8UI\u3001\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u30d5\u30ed\u30fc\u3001\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u3084\u5165\u529b\u6b04\u306a\u3069\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u5408\u308f\u305b\u3066\u8a2d\u8a08\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u8a2d\u8a08\u3068\u5909\u6570\u306e\u5b9a\u7fa9
\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3068\u7cbe\u5ea6\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0
\u30fb\u30e6\u30fc\u30b6\u30fc\u5358\u4f4d\u306e\u5c65\u6b74\u3084\u30c8\u30fc\u30af\u30f3\u91cf\u53ef\u8996\u5316\u306e\u8a2d\u5b9a<\/p>\n\n\n\n
UI\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u54c1\u8cea\u304c\u3001\u305d\u306e\u307e\u307e\u696d\u52d9\u73fe\u5834\u306e\u6e80\u8db3\u5ea6\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30b9\u30c6\u30c3\u30d74\uff1a\u691c\u8a3c\u30fb\u30ea\u30ea\u30fc\u30b9\u30fb\u672c\u756a\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u69cb\u7bc9\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001PoC\u74b0\u5883\u3067\u306e\u691c\u8a3c\u3092\u7d4c\u3066\u3001\u672c\u756a\u5c0e\u5165\u30d5\u30a7\u30fc\u30ba\u306b\u9032\u307f\u307e\u3059\u3002\u3053\u3053\u304b\u3089\u306f\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u3082\u3068\u306b\u3057\u305f\u6539\u5584\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30d1\u30a4\u30ed\u30c3\u30c8\u5c0e\u5165\u3068\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u306f\u4e00\u90e8\u90e8\u7f72\u306a\u3069\u9650\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u3067\u306e\u904b\u7528\u3092\u884c\u3044\u3001\u4ee5\u4e0b\u306e\u70b9\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u56de\u7b54\u7cbe\u5ea6\u3084\u8aa4\u56de\u7b54\u306e\u983b\u5ea6
\u30fb\u5fdc\u7b54\u901f\u5ea6\u3084UX\u306e\u5feb\u9069\u3055
\u30fb\u696d\u52d9\u306b\u304a\u3051\u308b\u5c0e\u5165\u52b9\u679c\uff08\u6642\u9593\u77ed\u7e2e\u3001\u8ca0\u8377\u8efd\u6e1b\u306a\u3069\uff09<\/p>\n\n\n\n
\u5f97\u3089\u308c\u305f\u7d50\u679c\u3092\u3082\u3068\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u30c1\u30e3\u30f3\u30af\u5316\u3001\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u8a2d\u8a08\u306a\u3069\u3092\u5fae\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u672c\u756a\u904b\u7528\u3068\u7ba1\u7406\u4f53\u5236\u306e\u6574\u5099<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6b63\u5f0f\u306b\u672c\u756a\u74b0\u5883\u3078\u79fb\u884c\u3059\u308b\u969b\u306f\u3001\u904b\u7528\u30dd\u30ea\u30b7\u30fc\u3084\u76e3\u8996\u4f53\u5236\u306e\u6574\u5099\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
\u30fb\u7ba1\u7406\u8005\u306b\u3088\u308b\u30a2\u30d7\u30ea\u6a29\u9650\u8a2d\u5b9a\u3001\u30e6\u30fc\u30b6\u30fc\u5236\u5fa1
\u30fbLLM\u4f7f\u7528\u91cf\u3084\u5fdc\u7b54\u30ed\u30b0\u306e\u5b9a\u671f\u7684\u306a\u30c1\u30a7\u30c3\u30af
\u30fb\u30c7\u30fc\u30bf\u66f4\u65b0\u30d5\u30ed\u30fc\u3068\u65b0\u30d5\u30a1\u30a4\u30eb\u306e\u81ea\u52d5\u30a4\u30f3\u30b8\u30a7\u30b9\u30c8\u8a2d\u8a08
\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u30d5\u30ed\u30fc\u306e\u7b56\u5b9a<\/p>\n\n\n\n
\u3053\u306e\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u304c\u9577\u671f\u7684\u306a\u6210\u529f\u3068\u793e\u5185\u5b9a\u7740\u3092\u652f\u3048\u308b\u57fa\u76e4\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
Dify\u904b\u7528\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u5236\u4f5c\u30fb\u6539\u5584\u306e\u30b3\u30c4<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nDify\u3092\u6d3b\u7528\u3057\u305f\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u69cb\u7bc9\u3067\u306f\u3001\u5358\u306b\u300c\u6280\u8853\u3092\u5c0e\u5165\u3059\u308b\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u30e6\u30fc\u30b6\u30fc\u5fd7\u5411\u306e\u8a2d\u8a08\u304c\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\uff0b\u62e1\u5f35\u578b\u306e\u5c0e\u5165\u8a08\u753b<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u306f\u3058\u3081\u306f\u5c0f\u3055\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3084\u7279\u5b9a\u90e8\u7f72\u306b\u9650\u5b9a\u3057\u3001\u6210\u529f\u4f53\u9a13\u3092\u7a4d\u307f\u4e0a\u3052\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u793e\u5185\u6d78\u900f\u3068\u62e1\u5f35\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fbFAQ\u30c1\u30e3\u30c3\u30c8\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u6b21\u306b\u8b70\u4e8b\u9332\u8981\u7d04\u3078\u5c55\u958b
\u30fb1\u90e8\u9580\u5c0e\u5165\u5f8c\u3001\u4ed6\u90e8\u9580\u3078\u306e\u5c55\u958b\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u4f5c\u6210<\/p>\n\n\n\n
\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u30b3\u30b9\u30c8\u3084\u5931\u6557\u30ea\u30b9\u30af\u3092\u6291\u3048\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
\nLLM\u30b3\u30b9\u30c8\u306e\u898b\u3048\u308b\u5316\u3068\u6700\u9069\u5316<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306fLLM API\u3068\u9023\u643a\u3059\u308b\u305f\u3081\u3001\u5229\u7528\u91cf\u306b\u3088\u3063\u3066\u30b3\u30b9\u30c8\u304c\u5897\u5927\u3057\u307e\u3059\u3002\u30ed\u30b0\u306e\u53ef\u8996\u5316\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6700\u9069\u5316\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30c8\u30fc\u30af\u30f3\u4f7f\u7528\u91cf\u306e\u53ef\u8996\u5316\u3068\u4e0d\u8981\u51fa\u529b\u306e\u524a\u6e1b
\u30fb\u7c21\u6f54\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3068\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u56de\u6570\u306e\u6700\u9069\u5316
\u30fbAPI\u306e\u9078\u5b9a\u3068\u30e2\u30c7\u30eb\u5207\u308a\u66ff\u3048\uff08\u4f8b\uff1aGPT-4\u2192GPT-3.5\uff09<\/p>\n\n\n\n
\u3053\u308c\u3089\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3046\u3053\u3068\u3067\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u73fe\u5834\u306e\u58f0\u3092\u6d3b\u304b\u3059UI\u6539\u5584\u30b5\u30a4\u30af\u30eb<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306e\u5f37\u307f\u306fUI\u304c\u67d4\u8edf\u306b\u6539\u5584\u3067\u304d\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u6d3b\u304b\u3057\u3066\u300c\u4f7f\u3044\u3084\u3059\u3044AI\u300d\u3092\u80b2\u3066\u3066\u3044\u304f\u59ff\u52e2\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u554f\u3044\u5408\u308f\u305b\u5206\u6790\u306b\u3088\u308bUI\u306e\u6539\u5584
\u30fb\u8aa4\u56de\u7b54\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u30d7\u30ed\u30f3\u30d7\u30c8\u4fee\u6b63
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PDCA\u3092\u56de\u3057\u7d9a\u3051\u308b\u3053\u3068\u3067\u3001AI\u30c4\u30fc\u30eb\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u308f\u308c\u308b\u5b58\u5728\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
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RAG\u8a2d\u8a08\u306f\u3001\u6700\u7d42\u7684\u306a\u56de\u7b54\u7cbe\u5ea6\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001\u6700\u3082\u91cd\u8981\u306a\u30d5\u30a7\u30fc\u30ba\u3068\u3044\u3063\u3066\u3082\u904e\u8a00\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
\u30b9\u30c6\u30c3\u30d73\uff1aDify\u672c\u4f53\u306e\u69cb\u7bc9\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30c7\u30fc\u30bf\u304c\u6e96\u5099\u3067\u304d\u305f\u3089\u3001\u3044\u3088\u3044\u3088Dify\u672c\u4f53\u306e\u69cb\u7bc9\u306b\u5165\u308a\u307e\u3059\u3002Dify\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001Docker\u3084Kubernetes\u3092\u7528\u3044\u3066\u81ea\u7531\u306b\u30a4\u30f3\u30d5\u30e9\u69cb\u7bc9\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30b5\u30fc\u30d0\u30fc\u74b0\u5883\u306e\u69cb\u7bc9<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u57fa\u672c\u7684\u306b\u306fDocker\u30b3\u30f3\u30c6\u30ca\u3092\u7acb\u3061\u4e0a\u3052\u3066Dify\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u307e\u3059\u3002AWS\u3001GCP\u3001Azure\u3001\u307e\u305f\u306f\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u3067\u3082\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
\u30fbWebUI\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3001\u30d9\u30af\u30c8\u30ebDB\u3001LLM API\u306a\u3069\u306e\u69cb\u6210\u8a2d\u8a08
\u30fb\u30ed\u30b0\u7ba1\u7406\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\uff08Prometheus\u3084Grafana\uff09\u306e\u5c0e\u5165
\u30fb\u30ea\u30d0\u30fc\u30b9\u30d7\u30ed\u30ad\u30b7\u3084SSL\u5bfe\u5fdc\uff08Nginx\u306a\u3069\uff09<\/p>\n\n\n\n
\u793e\u5185\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u904b\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u30dd\u30ea\u30b7\u30fc\u306b\u5247\u3063\u305f\u69cb\u6210\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u306e\u9023\u643a\u8a2d\u5b9a<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306f\u8907\u6570\u306eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u7528\u9014\u3084\u30b3\u30b9\u30c8\u3001\u7cbe\u5ea6\u306b\u5fdc\u3058\u3066\u67d4\u8edf\u306b\u9078\u3079\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fbOpenAI\uff08GPT-4, GPT-3.5\uff09
\u30fbAnthropic\uff08Claude\u30b7\u30ea\u30fc\u30ba\uff09
\u30fbMistral\u3001Cohere\u3001Gemini\u306a\u3069<\/p>\n\n\n\n
API\u30ad\u30fc\u306e\u767b\u9332\u3068\u4f7f\u7528\u30e2\u30c7\u30eb\u306e\u6307\u5b9a\u3060\u3051\u3067\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u7acb\u3061\u4e0a\u3052\u306f\u975e\u5e38\u306b\u30b9\u30e0\u30fc\u30ba\u3067\u3059\u3002<\/p>\n\n\n\n
\nUI\u8a2d\u8a08\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u69cb\u7bc9<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nUI\u306fDify\u4e0a\u3067\u69cb\u7bc9\u3067\u304d\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u3042\u308b\u7a0b\u5ea6\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u3067\u3059\u3002\u30c1\u30e3\u30c3\u30c8UI\u3001\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u30d5\u30ed\u30fc\u3001\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u3084\u5165\u529b\u6b04\u306a\u3069\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u5408\u308f\u305b\u3066\u8a2d\u8a08\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u8a2d\u8a08\u3068\u5909\u6570\u306e\u5b9a\u7fa9
\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3068\u7cbe\u5ea6\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0
\u30fb\u30e6\u30fc\u30b6\u30fc\u5358\u4f4d\u306e\u5c65\u6b74\u3084\u30c8\u30fc\u30af\u30f3\u91cf\u53ef\u8996\u5316\u306e\u8a2d\u5b9a<\/p>\n\n\n\n
UI\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u54c1\u8cea\u304c\u3001\u305d\u306e\u307e\u307e\u696d\u52d9\u73fe\u5834\u306e\u6e80\u8db3\u5ea6\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30b9\u30c6\u30c3\u30d74\uff1a\u691c\u8a3c\u30fb\u30ea\u30ea\u30fc\u30b9\u30fb\u672c\u756a\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u69cb\u7bc9\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001PoC\u74b0\u5883\u3067\u306e\u691c\u8a3c\u3092\u7d4c\u3066\u3001\u672c\u756a\u5c0e\u5165\u30d5\u30a7\u30fc\u30ba\u306b\u9032\u307f\u307e\u3059\u3002\u3053\u3053\u304b\u3089\u306f\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u3082\u3068\u306b\u3057\u305f\u6539\u5584\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30d1\u30a4\u30ed\u30c3\u30c8\u5c0e\u5165\u3068\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u306f\u4e00\u90e8\u90e8\u7f72\u306a\u3069\u9650\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u3067\u306e\u904b\u7528\u3092\u884c\u3044\u3001\u4ee5\u4e0b\u306e\u70b9\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u56de\u7b54\u7cbe\u5ea6\u3084\u8aa4\u56de\u7b54\u306e\u983b\u5ea6
\u30fb\u5fdc\u7b54\u901f\u5ea6\u3084UX\u306e\u5feb\u9069\u3055
\u30fb\u696d\u52d9\u306b\u304a\u3051\u308b\u5c0e\u5165\u52b9\u679c\uff08\u6642\u9593\u77ed\u7e2e\u3001\u8ca0\u8377\u8efd\u6e1b\u306a\u3069\uff09<\/p>\n\n\n\n
\u5f97\u3089\u308c\u305f\u7d50\u679c\u3092\u3082\u3068\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u30c1\u30e3\u30f3\u30af\u5316\u3001\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u8a2d\u8a08\u306a\u3069\u3092\u5fae\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u672c\u756a\u904b\u7528\u3068\u7ba1\u7406\u4f53\u5236\u306e\u6574\u5099<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6b63\u5f0f\u306b\u672c\u756a\u74b0\u5883\u3078\u79fb\u884c\u3059\u308b\u969b\u306f\u3001\u904b\u7528\u30dd\u30ea\u30b7\u30fc\u3084\u76e3\u8996\u4f53\u5236\u306e\u6574\u5099\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
\u30fb\u7ba1\u7406\u8005\u306b\u3088\u308b\u30a2\u30d7\u30ea\u6a29\u9650\u8a2d\u5b9a\u3001\u30e6\u30fc\u30b6\u30fc\u5236\u5fa1
\u30fbLLM\u4f7f\u7528\u91cf\u3084\u5fdc\u7b54\u30ed\u30b0\u306e\u5b9a\u671f\u7684\u306a\u30c1\u30a7\u30c3\u30af
\u30fb\u30c7\u30fc\u30bf\u66f4\u65b0\u30d5\u30ed\u30fc\u3068\u65b0\u30d5\u30a1\u30a4\u30eb\u306e\u81ea\u52d5\u30a4\u30f3\u30b8\u30a7\u30b9\u30c8\u8a2d\u8a08
\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u30d5\u30ed\u30fc\u306e\u7b56\u5b9a<\/p>\n\n\n\n
\u3053\u306e\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u304c\u9577\u671f\u7684\u306a\u6210\u529f\u3068\u793e\u5185\u5b9a\u7740\u3092\u652f\u3048\u308b\u57fa\u76e4\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
Dify\u904b\u7528\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u5236\u4f5c\u30fb\u6539\u5584\u306e\u30b3\u30c4<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nDify\u3092\u6d3b\u7528\u3057\u305f\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u69cb\u7bc9\u3067\u306f\u3001\u5358\u306b\u300c\u6280\u8853\u3092\u5c0e\u5165\u3059\u308b\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u30e6\u30fc\u30b6\u30fc\u5fd7\u5411\u306e\u8a2d\u8a08\u304c\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\uff0b\u62e1\u5f35\u578b\u306e\u5c0e\u5165\u8a08\u753b<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u306f\u3058\u3081\u306f\u5c0f\u3055\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3084\u7279\u5b9a\u90e8\u7f72\u306b\u9650\u5b9a\u3057\u3001\u6210\u529f\u4f53\u9a13\u3092\u7a4d\u307f\u4e0a\u3052\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u793e\u5185\u6d78\u900f\u3068\u62e1\u5f35\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fbFAQ\u30c1\u30e3\u30c3\u30c8\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u6b21\u306b\u8b70\u4e8b\u9332\u8981\u7d04\u3078\u5c55\u958b
\u30fb1\u90e8\u9580\u5c0e\u5165\u5f8c\u3001\u4ed6\u90e8\u9580\u3078\u306e\u5c55\u958b\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u4f5c\u6210<\/p>\n\n\n\n
\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u30b3\u30b9\u30c8\u3084\u5931\u6557\u30ea\u30b9\u30af\u3092\u6291\u3048\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
\nLLM\u30b3\u30b9\u30c8\u306e\u898b\u3048\u308b\u5316\u3068\u6700\u9069\u5316<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306fLLM API\u3068\u9023\u643a\u3059\u308b\u305f\u3081\u3001\u5229\u7528\u91cf\u306b\u3088\u3063\u3066\u30b3\u30b9\u30c8\u304c\u5897\u5927\u3057\u307e\u3059\u3002\u30ed\u30b0\u306e\u53ef\u8996\u5316\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6700\u9069\u5316\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30c8\u30fc\u30af\u30f3\u4f7f\u7528\u91cf\u306e\u53ef\u8996\u5316\u3068\u4e0d\u8981\u51fa\u529b\u306e\u524a\u6e1b
\u30fb\u7c21\u6f54\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3068\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u56de\u6570\u306e\u6700\u9069\u5316
\u30fbAPI\u306e\u9078\u5b9a\u3068\u30e2\u30c7\u30eb\u5207\u308a\u66ff\u3048\uff08\u4f8b\uff1aGPT-4\u2192GPT-3.5\uff09<\/p>\n\n\n\n
\u3053\u308c\u3089\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3046\u3053\u3068\u3067\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u73fe\u5834\u306e\u58f0\u3092\u6d3b\u304b\u3059UI\u6539\u5584\u30b5\u30a4\u30af\u30eb<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306e\u5f37\u307f\u306fUI\u304c\u67d4\u8edf\u306b\u6539\u5584\u3067\u304d\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u6d3b\u304b\u3057\u3066\u300c\u4f7f\u3044\u3084\u3059\u3044AI\u300d\u3092\u80b2\u3066\u3066\u3044\u304f\u59ff\u52e2\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u554f\u3044\u5408\u308f\u305b\u5206\u6790\u306b\u3088\u308bUI\u306e\u6539\u5584
\u30fb\u8aa4\u56de\u7b54\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u30d7\u30ed\u30f3\u30d7\u30c8\u4fee\u6b63
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PDCA\u3092\u56de\u3057\u7d9a\u3051\u308b\u3053\u3068\u3067\u3001AI\u30c4\u30fc\u30eb\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u308f\u308c\u308b\u5b58\u5728\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
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\nLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u306e\u9023\u643a\u8a2d\u5b9a<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306f\u8907\u6570\u306eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u7528\u9014\u3084\u30b3\u30b9\u30c8\u3001\u7cbe\u5ea6\u306b\u5fdc\u3058\u3066\u67d4\u8edf\u306b\u9078\u3079\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fbOpenAI\uff08GPT-4, GPT-3.5\uff09
\u30fbAnthropic\uff08Claude\u30b7\u30ea\u30fc\u30ba\uff09
\u30fbMistral\u3001Cohere\u3001Gemini\u306a\u3069<\/p>\n\n\n\n
API\u30ad\u30fc\u306e\u767b\u9332\u3068\u4f7f\u7528\u30e2\u30c7\u30eb\u306e\u6307\u5b9a\u3060\u3051\u3067\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u7acb\u3061\u4e0a\u3052\u306f\u975e\u5e38\u306b\u30b9\u30e0\u30fc\u30ba\u3067\u3059\u3002<\/p>\n\n\n\n
\nUI\u8a2d\u8a08\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u69cb\u7bc9<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nUI\u306fDify\u4e0a\u3067\u69cb\u7bc9\u3067\u304d\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u3042\u308b\u7a0b\u5ea6\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u3067\u3059\u3002\u30c1\u30e3\u30c3\u30c8UI\u3001\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u30d5\u30ed\u30fc\u3001\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u3084\u5165\u529b\u6b04\u306a\u3069\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u5408\u308f\u305b\u3066\u8a2d\u8a08\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u8a2d\u8a08\u3068\u5909\u6570\u306e\u5b9a\u7fa9
\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3068\u7cbe\u5ea6\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0
\u30fb\u30e6\u30fc\u30b6\u30fc\u5358\u4f4d\u306e\u5c65\u6b74\u3084\u30c8\u30fc\u30af\u30f3\u91cf\u53ef\u8996\u5316\u306e\u8a2d\u5b9a<\/p>\n\n\n\n
UI\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u54c1\u8cea\u304c\u3001\u305d\u306e\u307e\u307e\u696d\u52d9\u73fe\u5834\u306e\u6e80\u8db3\u5ea6\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30b9\u30c6\u30c3\u30d74\uff1a\u691c\u8a3c\u30fb\u30ea\u30ea\u30fc\u30b9\u30fb\u672c\u756a\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u69cb\u7bc9\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001PoC\u74b0\u5883\u3067\u306e\u691c\u8a3c\u3092\u7d4c\u3066\u3001\u672c\u756a\u5c0e\u5165\u30d5\u30a7\u30fc\u30ba\u306b\u9032\u307f\u307e\u3059\u3002\u3053\u3053\u304b\u3089\u306f\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u3082\u3068\u306b\u3057\u305f\u6539\u5584\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30d1\u30a4\u30ed\u30c3\u30c8\u5c0e\u5165\u3068\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u306f\u4e00\u90e8\u90e8\u7f72\u306a\u3069\u9650\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u3067\u306e\u904b\u7528\u3092\u884c\u3044\u3001\u4ee5\u4e0b\u306e\u70b9\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u56de\u7b54\u7cbe\u5ea6\u3084\u8aa4\u56de\u7b54\u306e\u983b\u5ea6
\u30fb\u5fdc\u7b54\u901f\u5ea6\u3084UX\u306e\u5feb\u9069\u3055
\u30fb\u696d\u52d9\u306b\u304a\u3051\u308b\u5c0e\u5165\u52b9\u679c\uff08\u6642\u9593\u77ed\u7e2e\u3001\u8ca0\u8377\u8efd\u6e1b\u306a\u3069\uff09<\/p>\n\n\n\n
\u5f97\u3089\u308c\u305f\u7d50\u679c\u3092\u3082\u3068\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u30c1\u30e3\u30f3\u30af\u5316\u3001\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u8a2d\u8a08\u306a\u3069\u3092\u5fae\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u672c\u756a\u904b\u7528\u3068\u7ba1\u7406\u4f53\u5236\u306e\u6574\u5099<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6b63\u5f0f\u306b\u672c\u756a\u74b0\u5883\u3078\u79fb\u884c\u3059\u308b\u969b\u306f\u3001\u904b\u7528\u30dd\u30ea\u30b7\u30fc\u3084\u76e3\u8996\u4f53\u5236\u306e\u6574\u5099\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
\u30fb\u7ba1\u7406\u8005\u306b\u3088\u308b\u30a2\u30d7\u30ea\u6a29\u9650\u8a2d\u5b9a\u3001\u30e6\u30fc\u30b6\u30fc\u5236\u5fa1
\u30fbLLM\u4f7f\u7528\u91cf\u3084\u5fdc\u7b54\u30ed\u30b0\u306e\u5b9a\u671f\u7684\u306a\u30c1\u30a7\u30c3\u30af
\u30fb\u30c7\u30fc\u30bf\u66f4\u65b0\u30d5\u30ed\u30fc\u3068\u65b0\u30d5\u30a1\u30a4\u30eb\u306e\u81ea\u52d5\u30a4\u30f3\u30b8\u30a7\u30b9\u30c8\u8a2d\u8a08
\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u30d5\u30ed\u30fc\u306e\u7b56\u5b9a<\/p>\n\n\n\n
\u3053\u306e\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u304c\u9577\u671f\u7684\u306a\u6210\u529f\u3068\u793e\u5185\u5b9a\u7740\u3092\u652f\u3048\u308b\u57fa\u76e4\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
Dify\u904b\u7528\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u5236\u4f5c\u30fb\u6539\u5584\u306e\u30b3\u30c4<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nDify\u3092\u6d3b\u7528\u3057\u305f\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u69cb\u7bc9\u3067\u306f\u3001\u5358\u306b\u300c\u6280\u8853\u3092\u5c0e\u5165\u3059\u308b\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u30e6\u30fc\u30b6\u30fc\u5fd7\u5411\u306e\u8a2d\u8a08\u304c\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\uff0b\u62e1\u5f35\u578b\u306e\u5c0e\u5165\u8a08\u753b<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u306f\u3058\u3081\u306f\u5c0f\u3055\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3084\u7279\u5b9a\u90e8\u7f72\u306b\u9650\u5b9a\u3057\u3001\u6210\u529f\u4f53\u9a13\u3092\u7a4d\u307f\u4e0a\u3052\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u793e\u5185\u6d78\u900f\u3068\u62e1\u5f35\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fbFAQ\u30c1\u30e3\u30c3\u30c8\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u6b21\u306b\u8b70\u4e8b\u9332\u8981\u7d04\u3078\u5c55\u958b
\u30fb1\u90e8\u9580\u5c0e\u5165\u5f8c\u3001\u4ed6\u90e8\u9580\u3078\u306e\u5c55\u958b\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u4f5c\u6210<\/p>\n\n\n\n
\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u30b3\u30b9\u30c8\u3084\u5931\u6557\u30ea\u30b9\u30af\u3092\u6291\u3048\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
\nLLM\u30b3\u30b9\u30c8\u306e\u898b\u3048\u308b\u5316\u3068\u6700\u9069\u5316<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306fLLM API\u3068\u9023\u643a\u3059\u308b\u305f\u3081\u3001\u5229\u7528\u91cf\u306b\u3088\u3063\u3066\u30b3\u30b9\u30c8\u304c\u5897\u5927\u3057\u307e\u3059\u3002\u30ed\u30b0\u306e\u53ef\u8996\u5316\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6700\u9069\u5316\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30c8\u30fc\u30af\u30f3\u4f7f\u7528\u91cf\u306e\u53ef\u8996\u5316\u3068\u4e0d\u8981\u51fa\u529b\u306e\u524a\u6e1b
\u30fb\u7c21\u6f54\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3068\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u56de\u6570\u306e\u6700\u9069\u5316
\u30fbAPI\u306e\u9078\u5b9a\u3068\u30e2\u30c7\u30eb\u5207\u308a\u66ff\u3048\uff08\u4f8b\uff1aGPT-4\u2192GPT-3.5\uff09<\/p>\n\n\n\n
\u3053\u308c\u3089\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3046\u3053\u3068\u3067\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u73fe\u5834\u306e\u58f0\u3092\u6d3b\u304b\u3059UI\u6539\u5584\u30b5\u30a4\u30af\u30eb<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306e\u5f37\u307f\u306fUI\u304c\u67d4\u8edf\u306b\u6539\u5584\u3067\u304d\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u6d3b\u304b\u3057\u3066\u300c\u4f7f\u3044\u3084\u3059\u3044AI\u300d\u3092\u80b2\u3066\u3066\u3044\u304f\u59ff\u52e2\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u554f\u3044\u5408\u308f\u305b\u5206\u6790\u306b\u3088\u308bUI\u306e\u6539\u5584
\u30fb\u8aa4\u56de\u7b54\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u30d7\u30ed\u30f3\u30d7\u30c8\u4fee\u6b63
\u30fb\u904b\u7528\u30c1\u30fc\u30e0\u306b\u3088\u308b\u6539\u5584\u30ed\u30b0\u306e\u8a18\u9332\u3068\u5b9a\u4f8b\u30ec\u30d3\u30e5\u30fc<\/p>\n\n\n\n
PDCA\u3092\u56de\u3057\u7d9a\u3051\u308b\u3053\u3068\u3067\u3001AI\u30c4\u30fc\u30eb\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u308f\u308c\u308b\u5b58\u5728\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u307e\u3068\u3081<\/strong><\/h2>\n\n\n\nDify\u306f\u3001\u4f01\u696d\u304c\u81ea\u793e\u306b\u6700\u9069\u306a\u751f\u6210AI\u30a2\u30d7\u30ea\u3092\u8fc5\u901f\u306b\u69cb\u7bc9\u30fb\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u6709\u529b\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002PoC\u304b\u3089\u672c\u756a\u69cb\u7bc9\u3001\u7d99\u7d9a\u904b\u7528\u307e\u3067\u306e\u6d41\u308c\u3092\u8e0f\u307e\u3048\u305f\u3046\u3048\u3067\u3001\u76ee\u7684\u306b\u6cbf\u3063\u305f\u6bb5\u968e\u7684\u306a\u7acb\u3061\u4e0a\u3052\u3068\u6539\u5584\u30b5\u30a4\u30af\u30eb\u306e\u8a2d\u8a08\u304c\u3001\u5c0e\u5165\u6210\u529f\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068KPI\u306e\u660e\u78ba\u5316\u304b\u3089PoC\u8a2d\u8a08\u3092\u59cb\u3081\u308b
\u30fbRAG\u8a2d\u8a08\u3068\u30c7\u30fc\u30bf\u6574\u5099\u304c\u5fdc\u7b54\u7cbe\u5ea6\u3092\u5927\u304d\u304f\u5de6\u53f3\u3059\u308b
\u30fb\u30a4\u30f3\u30d5\u30e9\u69cb\u7bc9\u3001LLM\u9023\u643a\u3001UI\u8a2d\u8a08\u307e\u3067\u4e00\u8cab\u3057\u3066\u8a2d\u8a08\u304c\u5fc5\u8981
\u30fb\u30e6\u30fc\u30b6\u30fc\u8d77\u70b9\u306e\u7d99\u7d9a\u6539\u5584\u304cDify\u306e\u5f37\u307f\u3092\u6700\u5927\u9650\u306b\u6d3b\u304b\u3059<\/p>\n\n\n\n
\u4eca\u5f8c\u3082\u9032\u5316\u3092\u7d9a\u3051\u308bDify\u3092\u6d3b\u7528\u3057\u3001\u751f\u6210AI\u306e\u696d\u52d9\u6d3b\u7528\u3092\u5b9f\u73fe\u3059\u308b\u7b2c\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n
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\u25bc\u5168\u4f53\u30ac\u30a4\u30c9\u306e\u8a18\u4e8b
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\n\u30d1\u30a4\u30ed\u30c3\u30c8\u5c0e\u5165\u3068\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u306f\u4e00\u90e8\u90e8\u7f72\u306a\u3069\u9650\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u3067\u306e\u904b\u7528\u3092\u884c\u3044\u3001\u4ee5\u4e0b\u306e\u70b9\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u56de\u7b54\u7cbe\u5ea6\u3084\u8aa4\u56de\u7b54\u306e\u983b\u5ea6
\u30fb\u5fdc\u7b54\u901f\u5ea6\u3084UX\u306e\u5feb\u9069\u3055
\u30fb\u696d\u52d9\u306b\u304a\u3051\u308b\u5c0e\u5165\u52b9\u679c\uff08\u6642\u9593\u77ed\u7e2e\u3001\u8ca0\u8377\u8efd\u6e1b\u306a\u3069\uff09<\/p>\n\n\n\n
\u5f97\u3089\u308c\u305f\u7d50\u679c\u3092\u3082\u3068\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u30c1\u30e3\u30f3\u30af\u5316\u3001\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u8a2d\u8a08\u306a\u3069\u3092\u5fae\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u672c\u756a\u904b\u7528\u3068\u7ba1\u7406\u4f53\u5236\u306e\u6574\u5099<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6b63\u5f0f\u306b\u672c\u756a\u74b0\u5883\u3078\u79fb\u884c\u3059\u308b\u969b\u306f\u3001\u904b\u7528\u30dd\u30ea\u30b7\u30fc\u3084\u76e3\u8996\u4f53\u5236\u306e\u6574\u5099\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
\u30fb\u7ba1\u7406\u8005\u306b\u3088\u308b\u30a2\u30d7\u30ea\u6a29\u9650\u8a2d\u5b9a\u3001\u30e6\u30fc\u30b6\u30fc\u5236\u5fa1
\u30fbLLM\u4f7f\u7528\u91cf\u3084\u5fdc\u7b54\u30ed\u30b0\u306e\u5b9a\u671f\u7684\u306a\u30c1\u30a7\u30c3\u30af
\u30fb\u30c7\u30fc\u30bf\u66f4\u65b0\u30d5\u30ed\u30fc\u3068\u65b0\u30d5\u30a1\u30a4\u30eb\u306e\u81ea\u52d5\u30a4\u30f3\u30b8\u30a7\u30b9\u30c8\u8a2d\u8a08
\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u30d5\u30ed\u30fc\u306e\u7b56\u5b9a<\/p>\n\n\n\n
\u3053\u306e\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u304c\u9577\u671f\u7684\u306a\u6210\u529f\u3068\u793e\u5185\u5b9a\u7740\u3092\u652f\u3048\u308b\u57fa\u76e4\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
Dify\u904b\u7528\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u5236\u4f5c\u30fb\u6539\u5584\u306e\u30b3\u30c4<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nDify\u3092\u6d3b\u7528\u3057\u305f\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u69cb\u7bc9\u3067\u306f\u3001\u5358\u306b\u300c\u6280\u8853\u3092\u5c0e\u5165\u3059\u308b\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u30e6\u30fc\u30b6\u30fc\u5fd7\u5411\u306e\u8a2d\u8a08\u304c\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\uff0b\u62e1\u5f35\u578b\u306e\u5c0e\u5165\u8a08\u753b<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u306f\u3058\u3081\u306f\u5c0f\u3055\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3084\u7279\u5b9a\u90e8\u7f72\u306b\u9650\u5b9a\u3057\u3001\u6210\u529f\u4f53\u9a13\u3092\u7a4d\u307f\u4e0a\u3052\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u793e\u5185\u6d78\u900f\u3068\u62e1\u5f35\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fbFAQ\u30c1\u30e3\u30c3\u30c8\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u6b21\u306b\u8b70\u4e8b\u9332\u8981\u7d04\u3078\u5c55\u958b
\u30fb1\u90e8\u9580\u5c0e\u5165\u5f8c\u3001\u4ed6\u90e8\u9580\u3078\u306e\u5c55\u958b\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u4f5c\u6210<\/p>\n\n\n\n
\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u30b3\u30b9\u30c8\u3084\u5931\u6557\u30ea\u30b9\u30af\u3092\u6291\u3048\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
\nLLM\u30b3\u30b9\u30c8\u306e\u898b\u3048\u308b\u5316\u3068\u6700\u9069\u5316<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306fLLM API\u3068\u9023\u643a\u3059\u308b\u305f\u3081\u3001\u5229\u7528\u91cf\u306b\u3088\u3063\u3066\u30b3\u30b9\u30c8\u304c\u5897\u5927\u3057\u307e\u3059\u3002\u30ed\u30b0\u306e\u53ef\u8996\u5316\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6700\u9069\u5316\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30c8\u30fc\u30af\u30f3\u4f7f\u7528\u91cf\u306e\u53ef\u8996\u5316\u3068\u4e0d\u8981\u51fa\u529b\u306e\u524a\u6e1b
\u30fb\u7c21\u6f54\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3068\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u56de\u6570\u306e\u6700\u9069\u5316
\u30fbAPI\u306e\u9078\u5b9a\u3068\u30e2\u30c7\u30eb\u5207\u308a\u66ff\u3048\uff08\u4f8b\uff1aGPT-4\u2192GPT-3.5\uff09<\/p>\n\n\n\n
\u3053\u308c\u3089\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3046\u3053\u3068\u3067\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u73fe\u5834\u306e\u58f0\u3092\u6d3b\u304b\u3059UI\u6539\u5584\u30b5\u30a4\u30af\u30eb<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306e\u5f37\u307f\u306fUI\u304c\u67d4\u8edf\u306b\u6539\u5584\u3067\u304d\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u6d3b\u304b\u3057\u3066\u300c\u4f7f\u3044\u3084\u3059\u3044AI\u300d\u3092\u80b2\u3066\u3066\u3044\u304f\u59ff\u52e2\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u554f\u3044\u5408\u308f\u305b\u5206\u6790\u306b\u3088\u308bUI\u306e\u6539\u5584
\u30fb\u8aa4\u56de\u7b54\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u30d7\u30ed\u30f3\u30d7\u30c8\u4fee\u6b63
\u30fb\u904b\u7528\u30c1\u30fc\u30e0\u306b\u3088\u308b\u6539\u5584\u30ed\u30b0\u306e\u8a18\u9332\u3068\u5b9a\u4f8b\u30ec\u30d3\u30e5\u30fc<\/p>\n\n\n\n
PDCA\u3092\u56de\u3057\u7d9a\u3051\u308b\u3053\u3068\u3067\u3001AI\u30c4\u30fc\u30eb\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u308f\u308c\u308b\u5b58\u5728\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u307e\u3068\u3081<\/strong><\/h2>\n\n\n\nDify\u306f\u3001\u4f01\u696d\u304c\u81ea\u793e\u306b\u6700\u9069\u306a\u751f\u6210AI\u30a2\u30d7\u30ea\u3092\u8fc5\u901f\u306b\u69cb\u7bc9\u30fb\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u6709\u529b\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002PoC\u304b\u3089\u672c\u756a\u69cb\u7bc9\u3001\u7d99\u7d9a\u904b\u7528\u307e\u3067\u306e\u6d41\u308c\u3092\u8e0f\u307e\u3048\u305f\u3046\u3048\u3067\u3001\u76ee\u7684\u306b\u6cbf\u3063\u305f\u6bb5\u968e\u7684\u306a\u7acb\u3061\u4e0a\u3052\u3068\u6539\u5584\u30b5\u30a4\u30af\u30eb\u306e\u8a2d\u8a08\u304c\u3001\u5c0e\u5165\u6210\u529f\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068KPI\u306e\u660e\u78ba\u5316\u304b\u3089PoC\u8a2d\u8a08\u3092\u59cb\u3081\u308b
\u30fbRAG\u8a2d\u8a08\u3068\u30c7\u30fc\u30bf\u6574\u5099\u304c\u5fdc\u7b54\u7cbe\u5ea6\u3092\u5927\u304d\u304f\u5de6\u53f3\u3059\u308b
\u30fb\u30a4\u30f3\u30d5\u30e9\u69cb\u7bc9\u3001LLM\u9023\u643a\u3001UI\u8a2d\u8a08\u307e\u3067\u4e00\u8cab\u3057\u3066\u8a2d\u8a08\u304c\u5fc5\u8981
\u30fb\u30e6\u30fc\u30b6\u30fc\u8d77\u70b9\u306e\u7d99\u7d9a\u6539\u5584\u304cDify\u306e\u5f37\u307f\u3092\u6700\u5927\u9650\u306b\u6d3b\u304b\u3059<\/p>\n\n\n\n
\u4eca\u5f8c\u3082\u9032\u5316\u3092\u7d9a\u3051\u308bDify\u3092\u6d3b\u7528\u3057\u3001\u751f\u6210AI\u306e\u696d\u52d9\u6d3b\u7528\u3092\u5b9f\u73fe\u3059\u308b\u7b2c\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3057\u307e\u3057\u3087\u3046\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\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>
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\u30fb\u30ed\u30b0\u7ba1\u7406\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\uff08Prometheus\u3084Grafana\uff09\u306e\u5c0e\u5165
\u30fb\u30ea\u30d0\u30fc\u30b9\u30d7\u30ed\u30ad\u30b7\u3084SSL\u5bfe\u5fdc\uff08Nginx\u306a\u3069\uff09<\/p>\n\n\n\n
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\u30fbOpenAI\uff08GPT-4, GPT-3.5\uff09
\u30fbAnthropic\uff08Claude\u30b7\u30ea\u30fc\u30ba\uff09
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\nUI\u8a2d\u8a08\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u69cb\u7bc9<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nUI\u306fDify\u4e0a\u3067\u69cb\u7bc9\u3067\u304d\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u3042\u308b\u7a0b\u5ea6\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u3067\u3059\u3002\u30c1\u30e3\u30c3\u30c8UI\u3001\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u30d5\u30ed\u30fc\u3001\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u3084\u5165\u529b\u6b04\u306a\u3069\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u5408\u308f\u305b\u3066\u8a2d\u8a08\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
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\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3068\u7cbe\u5ea6\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0
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UI\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u54c1\u8cea\u304c\u3001\u305d\u306e\u307e\u307e\u696d\u52d9\u73fe\u5834\u306e\u6e80\u8db3\u5ea6\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\u30fb\u56de\u7b54\u7cbe\u5ea6\u3084\u8aa4\u56de\u7b54\u306e\u983b\u5ea6
\u30fb\u5fdc\u7b54\u901f\u5ea6\u3084UX\u306e\u5feb\u9069\u3055
\u30fb\u696d\u52d9\u306b\u304a\u3051\u308b\u5c0e\u5165\u52b9\u679c\uff08\u6642\u9593\u77ed\u7e2e\u3001\u8ca0\u8377\u8efd\u6e1b\u306a\u3069\uff09<\/p>\n\n\n\n
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\n\u672c\u756a\u904b\u7528\u3068\u7ba1\u7406\u4f53\u5236\u306e\u6574\u5099<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6b63\u5f0f\u306b\u672c\u756a\u74b0\u5883\u3078\u79fb\u884c\u3059\u308b\u969b\u306f\u3001\u904b\u7528\u30dd\u30ea\u30b7\u30fc\u3084\u76e3\u8996\u4f53\u5236\u306e\u6574\u5099\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
\u30fb\u7ba1\u7406\u8005\u306b\u3088\u308b\u30a2\u30d7\u30ea\u6a29\u9650\u8a2d\u5b9a\u3001\u30e6\u30fc\u30b6\u30fc\u5236\u5fa1
\u30fbLLM\u4f7f\u7528\u91cf\u3084\u5fdc\u7b54\u30ed\u30b0\u306e\u5b9a\u671f\u7684\u306a\u30c1\u30a7\u30c3\u30af
\u30fb\u30c7\u30fc\u30bf\u66f4\u65b0\u30d5\u30ed\u30fc\u3068\u65b0\u30d5\u30a1\u30a4\u30eb\u306e\u81ea\u52d5\u30a4\u30f3\u30b8\u30a7\u30b9\u30c8\u8a2d\u8a08
\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u30d5\u30ed\u30fc\u306e\u7b56\u5b9a<\/p>\n\n\n\n
\u3053\u306e\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u304c\u9577\u671f\u7684\u306a\u6210\u529f\u3068\u793e\u5185\u5b9a\u7740\u3092\u652f\u3048\u308b\u57fa\u76e4\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
Dify\u904b\u7528\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u5236\u4f5c\u30fb\u6539\u5584\u306e\u30b3\u30c4<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nDify\u3092\u6d3b\u7528\u3057\u305f\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u69cb\u7bc9\u3067\u306f\u3001\u5358\u306b\u300c\u6280\u8853\u3092\u5c0e\u5165\u3059\u308b\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u30e6\u30fc\u30b6\u30fc\u5fd7\u5411\u306e\u8a2d\u8a08\u304c\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
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\u30fb\u304a\u554f\u5408\u305b\u30da\u30fc\u30b8\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
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UI\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u54c1\u8cea\u304c\u3001\u305d\u306e\u307e\u307e\u696d\u52d9\u73fe\u5834\u306e\u6e80\u8db3\u5ea6\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30b9\u30c6\u30c3\u30d74\uff1a\u691c\u8a3c\u30fb\u30ea\u30ea\u30fc\u30b9\u30fb\u672c\u756a\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u69cb\u7bc9\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001PoC\u74b0\u5883\u3067\u306e\u691c\u8a3c\u3092\u7d4c\u3066\u3001\u672c\u756a\u5c0e\u5165\u30d5\u30a7\u30fc\u30ba\u306b\u9032\u307f\u307e\u3059\u3002\u3053\u3053\u304b\u3089\u306f\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u3082\u3068\u306b\u3057\u305f\u6539\u5584\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30d1\u30a4\u30ed\u30c3\u30c8\u5c0e\u5165\u3068\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u306f\u4e00\u90e8\u90e8\u7f72\u306a\u3069\u9650\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u3067\u306e\u904b\u7528\u3092\u884c\u3044\u3001\u4ee5\u4e0b\u306e\u70b9\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u56de\u7b54\u7cbe\u5ea6\u3084\u8aa4\u56de\u7b54\u306e\u983b\u5ea6
\u30fb\u5fdc\u7b54\u901f\u5ea6\u3084UX\u306e\u5feb\u9069\u3055
\u30fb\u696d\u52d9\u306b\u304a\u3051\u308b\u5c0e\u5165\u52b9\u679c\uff08\u6642\u9593\u77ed\u7e2e\u3001\u8ca0\u8377\u8efd\u6e1b\u306a\u3069\uff09<\/p>\n\n\n\n
\u5f97\u3089\u308c\u305f\u7d50\u679c\u3092\u3082\u3068\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u30c1\u30e3\u30f3\u30af\u5316\u3001\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u8a2d\u8a08\u306a\u3069\u3092\u5fae\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u672c\u756a\u904b\u7528\u3068\u7ba1\u7406\u4f53\u5236\u306e\u6574\u5099<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6b63\u5f0f\u306b\u672c\u756a\u74b0\u5883\u3078\u79fb\u884c\u3059\u308b\u969b\u306f\u3001\u904b\u7528\u30dd\u30ea\u30b7\u30fc\u3084\u76e3\u8996\u4f53\u5236\u306e\u6574\u5099\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
\u30fb\u7ba1\u7406\u8005\u306b\u3088\u308b\u30a2\u30d7\u30ea\u6a29\u9650\u8a2d\u5b9a\u3001\u30e6\u30fc\u30b6\u30fc\u5236\u5fa1
\u30fbLLM\u4f7f\u7528\u91cf\u3084\u5fdc\u7b54\u30ed\u30b0\u306e\u5b9a\u671f\u7684\u306a\u30c1\u30a7\u30c3\u30af
\u30fb\u30c7\u30fc\u30bf\u66f4\u65b0\u30d5\u30ed\u30fc\u3068\u65b0\u30d5\u30a1\u30a4\u30eb\u306e\u81ea\u52d5\u30a4\u30f3\u30b8\u30a7\u30b9\u30c8\u8a2d\u8a08
\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u30d5\u30ed\u30fc\u306e\u7b56\u5b9a<\/p>\n\n\n\n
\u3053\u306e\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u304c\u9577\u671f\u7684\u306a\u6210\u529f\u3068\u793e\u5185\u5b9a\u7740\u3092\u652f\u3048\u308b\u57fa\u76e4\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
Dify\u904b\u7528\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u5236\u4f5c\u30fb\u6539\u5584\u306e\u30b3\u30c4<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nDify\u3092\u6d3b\u7528\u3057\u305f\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u69cb\u7bc9\u3067\u306f\u3001\u5358\u306b\u300c\u6280\u8853\u3092\u5c0e\u5165\u3059\u308b\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u30e6\u30fc\u30b6\u30fc\u5fd7\u5411\u306e\u8a2d\u8a08\u304c\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\uff0b\u62e1\u5f35\u578b\u306e\u5c0e\u5165\u8a08\u753b<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u306f\u3058\u3081\u306f\u5c0f\u3055\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3084\u7279\u5b9a\u90e8\u7f72\u306b\u9650\u5b9a\u3057\u3001\u6210\u529f\u4f53\u9a13\u3092\u7a4d\u307f\u4e0a\u3052\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u793e\u5185\u6d78\u900f\u3068\u62e1\u5f35\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fbFAQ\u30c1\u30e3\u30c3\u30c8\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u6b21\u306b\u8b70\u4e8b\u9332\u8981\u7d04\u3078\u5c55\u958b
\u30fb1\u90e8\u9580\u5c0e\u5165\u5f8c\u3001\u4ed6\u90e8\u9580\u3078\u306e\u5c55\u958b\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u4f5c\u6210<\/p>\n\n\n\n
\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u30b3\u30b9\u30c8\u3084\u5931\u6557\u30ea\u30b9\u30af\u3092\u6291\u3048\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n
\nLLM\u30b3\u30b9\u30c8\u306e\u898b\u3048\u308b\u5316\u3068\u6700\u9069\u5316<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306fLLM API\u3068\u9023\u643a\u3059\u308b\u305f\u3081\u3001\u5229\u7528\u91cf\u306b\u3088\u3063\u3066\u30b3\u30b9\u30c8\u304c\u5897\u5927\u3057\u307e\u3059\u3002\u30ed\u30b0\u306e\u53ef\u8996\u5316\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6700\u9069\u5316\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30c8\u30fc\u30af\u30f3\u4f7f\u7528\u91cf\u306e\u53ef\u8996\u5316\u3068\u4e0d\u8981\u51fa\u529b\u306e\u524a\u6e1b
\u30fb\u7c21\u6f54\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3068\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u56de\u6570\u306e\u6700\u9069\u5316
\u30fbAPI\u306e\u9078\u5b9a\u3068\u30e2\u30c7\u30eb\u5207\u308a\u66ff\u3048\uff08\u4f8b\uff1aGPT-4\u2192GPT-3.5\uff09<\/p>\n\n\n\n
\u3053\u308c\u3089\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3046\u3053\u3068\u3067\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u73fe\u5834\u306e\u58f0\u3092\u6d3b\u304b\u3059UI\u6539\u5584\u30b5\u30a4\u30af\u30eb<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306e\u5f37\u307f\u306fUI\u304c\u67d4\u8edf\u306b\u6539\u5584\u3067\u304d\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u6d3b\u304b\u3057\u3066\u300c\u4f7f\u3044\u3084\u3059\u3044AI\u300d\u3092\u80b2\u3066\u3066\u3044\u304f\u59ff\u52e2\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u554f\u3044\u5408\u308f\u305b\u5206\u6790\u306b\u3088\u308bUI\u306e\u6539\u5584
\u30fb\u8aa4\u56de\u7b54\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u30d7\u30ed\u30f3\u30d7\u30c8\u4fee\u6b63
\u30fb\u904b\u7528\u30c1\u30fc\u30e0\u306b\u3088\u308b\u6539\u5584\u30ed\u30b0\u306e\u8a18\u9332\u3068\u5b9a\u4f8b\u30ec\u30d3\u30e5\u30fc<\/p>\n\n\n\n
PDCA\u3092\u56de\u3057\u7d9a\u3051\u308b\u3053\u3068\u3067\u3001AI\u30c4\u30fc\u30eb\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u308f\u308c\u308b\u5b58\u5728\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u307e\u3068\u3081<\/strong><\/h2>\n\n\n\nDify\u306f\u3001\u4f01\u696d\u304c\u81ea\u793e\u306b\u6700\u9069\u306a\u751f\u6210AI\u30a2\u30d7\u30ea\u3092\u8fc5\u901f\u306b\u69cb\u7bc9\u30fb\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u6709\u529b\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002PoC\u304b\u3089\u672c\u756a\u69cb\u7bc9\u3001\u7d99\u7d9a\u904b\u7528\u307e\u3067\u306e\u6d41\u308c\u3092\u8e0f\u307e\u3048\u305f\u3046\u3048\u3067\u3001\u76ee\u7684\u306b\u6cbf\u3063\u305f\u6bb5\u968e\u7684\u306a\u7acb\u3061\u4e0a\u3052\u3068\u6539\u5584\u30b5\u30a4\u30af\u30eb\u306e\u8a2d\u8a08\u304c\u3001\u5c0e\u5165\u6210\u529f\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068KPI\u306e\u660e\u78ba\u5316\u304b\u3089PoC\u8a2d\u8a08\u3092\u59cb\u3081\u308b
\u30fbRAG\u8a2d\u8a08\u3068\u30c7\u30fc\u30bf\u6574\u5099\u304c\u5fdc\u7b54\u7cbe\u5ea6\u3092\u5927\u304d\u304f\u5de6\u53f3\u3059\u308b
\u30fb\u30a4\u30f3\u30d5\u30e9\u69cb\u7bc9\u3001LLM\u9023\u643a\u3001UI\u8a2d\u8a08\u307e\u3067\u4e00\u8cab\u3057\u3066\u8a2d\u8a08\u304c\u5fc5\u8981
\u30fb\u30e6\u30fc\u30b6\u30fc\u8d77\u70b9\u306e\u7d99\u7d9a\u6539\u5584\u304cDify\u306e\u5f37\u307f\u3092\u6700\u5927\u9650\u306b\u6d3b\u304b\u3059<\/p>\n\n\n\n
\u4eca\u5f8c\u3082\u9032\u5316\u3092\u7d9a\u3051\u308bDify\u3092\u6d3b\u7528\u3057\u3001\u751f\u6210AI\u306e\u696d\u52d9\u6d3b\u7528\u3092\u5b9f\u73fe\u3059\u308b\u7b2c\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3057\u307e\u3057\u3087\u3046\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\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>
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\u30fb\u30ed\u30b0\u7ba1\u7406\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\uff08Prometheus\u3084Grafana\uff09\u306e\u5c0e\u5165
\u30fb\u30ea\u30d0\u30fc\u30b9\u30d7\u30ed\u30ad\u30b7\u3084SSL\u5bfe\u5fdc\uff08Nginx\u306a\u3069\uff09<\/p>\n\n\n\n
LLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u306e\u9023\u643a\u8a2d\u5b9a<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306f\u8907\u6570\u306eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u7528\u9014\u3084\u30b3\u30b9\u30c8\u3001\u7cbe\u5ea6\u306b\u5fdc\u3058\u3066\u67d4\u8edf\u306b\u9078\u3079\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fbOpenAI\uff08GPT-4, GPT-3.5\uff09
\u30fbAnthropic\uff08Claude\u30b7\u30ea\u30fc\u30ba\uff09
\u30fbMistral\u3001Cohere\u3001Gemini\u306a\u3069<\/p>\n\n\n\n
API\u30ad\u30fc\u306e\u767b\u9332\u3068\u4f7f\u7528\u30e2\u30c7\u30eb\u306e\u6307\u5b9a\u3060\u3051\u3067\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u7acb\u3061\u4e0a\u3052\u306f\u975e\u5e38\u306b\u30b9\u30e0\u30fc\u30ba\u3067\u3059\u3002<\/p>\n\n\n\n
\nUI\u8a2d\u8a08\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u69cb\u7bc9<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nUI\u306fDify\u4e0a\u3067\u69cb\u7bc9\u3067\u304d\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3082\u3042\u308b\u7a0b\u5ea6\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u3067\u3059\u3002\u30c1\u30e3\u30c3\u30c8UI\u3001\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u30d5\u30ed\u30fc\u3001\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u3084\u5165\u529b\u6b04\u306a\u3069\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u306b\u5408\u308f\u305b\u3066\u8a2d\u8a08\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u8a2d\u8a08\u3068\u5909\u6570\u306e\u5b9a\u7fa9
\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3068\u7cbe\u5ea6\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0
\u30fb\u30e6\u30fc\u30b6\u30fc\u5358\u4f4d\u306e\u5c65\u6b74\u3084\u30c8\u30fc\u30af\u30f3\u91cf\u53ef\u8996\u5316\u306e\u8a2d\u5b9a<\/p>\n\n\n\n
UI\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u54c1\u8cea\u304c\u3001\u305d\u306e\u307e\u307e\u696d\u52d9\u73fe\u5834\u306e\u6e80\u8db3\u5ea6\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\n\u30d1\u30a4\u30ed\u30c3\u30c8\u5c0e\u5165\u3068\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u306f\u4e00\u90e8\u90e8\u7f72\u306a\u3069\u9650\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u3067\u306e\u904b\u7528\u3092\u884c\u3044\u3001\u4ee5\u4e0b\u306e\u70b9\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u56de\u7b54\u7cbe\u5ea6\u3084\u8aa4\u56de\u7b54\u306e\u983b\u5ea6
\u30fb\u5fdc\u7b54\u901f\u5ea6\u3084UX\u306e\u5feb\u9069\u3055
\u30fb\u696d\u52d9\u306b\u304a\u3051\u308b\u5c0e\u5165\u52b9\u679c\uff08\u6642\u9593\u77ed\u7e2e\u3001\u8ca0\u8377\u8efd\u6e1b\u306a\u3069\uff09<\/p>\n\n\n\n
\u5f97\u3089\u308c\u305f\u7d50\u679c\u3092\u3082\u3068\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u30c1\u30e3\u30f3\u30af\u5316\u3001\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u8a2d\u8a08\u306a\u3069\u3092\u5fae\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u672c\u756a\u904b\u7528\u3068\u7ba1\u7406\u4f53\u5236\u306e\u6574\u5099<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6b63\u5f0f\u306b\u672c\u756a\u74b0\u5883\u3078\u79fb\u884c\u3059\u308b\u969b\u306f\u3001\u904b\u7528\u30dd\u30ea\u30b7\u30fc\u3084\u76e3\u8996\u4f53\u5236\u306e\u6574\u5099\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
\u30fb\u7ba1\u7406\u8005\u306b\u3088\u308b\u30a2\u30d7\u30ea\u6a29\u9650\u8a2d\u5b9a\u3001\u30e6\u30fc\u30b6\u30fc\u5236\u5fa1
\u30fbLLM\u4f7f\u7528\u91cf\u3084\u5fdc\u7b54\u30ed\u30b0\u306e\u5b9a\u671f\u7684\u306a\u30c1\u30a7\u30c3\u30af
\u30fb\u30c7\u30fc\u30bf\u66f4\u65b0\u30d5\u30ed\u30fc\u3068\u65b0\u30d5\u30a1\u30a4\u30eb\u306e\u81ea\u52d5\u30a4\u30f3\u30b8\u30a7\u30b9\u30c8\u8a2d\u8a08
\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u30d5\u30ed\u30fc\u306e\u7b56\u5b9a<\/p>\n\n\n\n
\u3053\u306e\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u304c\u9577\u671f\u7684\u306a\u6210\u529f\u3068\u793e\u5185\u5b9a\u7740\u3092\u652f\u3048\u308b\u57fa\u76e4\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
Dify\u904b\u7528\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u5236\u4f5c\u30fb\u6539\u5584\u306e\u30b3\u30c4<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nDify\u3092\u6d3b\u7528\u3057\u305f\u751f\u6210AI\u30a2\u30d7\u30ea\u306e\u69cb\u7bc9\u3067\u306f\u3001\u5358\u306b\u300c\u6280\u8853\u3092\u5c0e\u5165\u3059\u308b\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u30e6\u30fc\u30b6\u30fc\u5fd7\u5411\u306e\u8a2d\u8a08\u304c\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\uff0b\u62e1\u5f35\u578b\u306e\u5c0e\u5165\u8a08\u753b<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u306f\u3058\u3081\u306f\u5c0f\u3055\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3084\u7279\u5b9a\u90e8\u7f72\u306b\u9650\u5b9a\u3057\u3001\u6210\u529f\u4f53\u9a13\u3092\u7a4d\u307f\u4e0a\u3052\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u793e\u5185\u6d78\u900f\u3068\u62e1\u5f35\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fbFAQ\u30c1\u30e3\u30c3\u30c8\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u6b21\u306b\u8b70\u4e8b\u9332\u8981\u7d04\u3078\u5c55\u958b
\u30fb1\u90e8\u9580\u5c0e\u5165\u5f8c\u3001\u4ed6\u90e8\u9580\u3078\u306e\u5c55\u958b\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u4f5c\u6210<\/p>\n\n\n\n
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\nLLM\u30b3\u30b9\u30c8\u306e\u898b\u3048\u308b\u5316\u3068\u6700\u9069\u5316<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306fLLM API\u3068\u9023\u643a\u3059\u308b\u305f\u3081\u3001\u5229\u7528\u91cf\u306b\u3088\u3063\u3066\u30b3\u30b9\u30c8\u304c\u5897\u5927\u3057\u307e\u3059\u3002\u30ed\u30b0\u306e\u53ef\u8996\u5316\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6700\u9069\u5316\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u524a\u6e1b\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
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\u30fb\u7c21\u6f54\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3068\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u56de\u6570\u306e\u6700\u9069\u5316
\u30fbAPI\u306e\u9078\u5b9a\u3068\u30e2\u30c7\u30eb\u5207\u308a\u66ff\u3048\uff08\u4f8b\uff1aGPT-4\u2192GPT-3.5\uff09<\/p>\n\n\n\n
\u3053\u308c\u3089\u3092\u7d99\u7d9a\u7684\u306b\u884c\u3046\u3053\u3068\u3067\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u73fe\u5834\u306e\u58f0\u3092\u6d3b\u304b\u3059UI\u6539\u5584\u30b5\u30a4\u30af\u30eb<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nDify\u306e\u5f37\u307f\u306fUI\u304c\u67d4\u8edf\u306b\u6539\u5584\u3067\u304d\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u6d3b\u304b\u3057\u3066\u300c\u4f7f\u3044\u3084\u3059\u3044AI\u300d\u3092\u80b2\u3066\u3066\u3044\u304f\u59ff\u52e2\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u30fb\u554f\u3044\u5408\u308f\u305b\u5206\u6790\u306b\u3088\u308bUI\u306e\u6539\u5584
\u30fb\u8aa4\u56de\u7b54\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u30d7\u30ed\u30f3\u30d7\u30c8\u4fee\u6b63
\u30fb\u904b\u7528\u30c1\u30fc\u30e0\u306b\u3088\u308b\u6539\u5584\u30ed\u30b0\u306e\u8a18\u9332\u3068\u5b9a\u4f8b\u30ec\u30d3\u30e5\u30fc<\/p>\n\n\n\n
PDCA\u3092\u56de\u3057\u7d9a\u3051\u308b\u3053\u3068\u3067\u3001AI\u30c4\u30fc\u30eb\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u308f\u308c\u308b\u5b58\u5728\u3078\u3068\u9032\u5316\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u307e\u3068\u3081<\/strong><\/h2>\n\n\n\nDify\u306f\u3001\u4f01\u696d\u304c\u81ea\u793e\u306b\u6700\u9069\u306a\u751f\u6210AI\u30a2\u30d7\u30ea\u3092\u8fc5\u901f\u306b\u69cb\u7bc9\u30fb\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u6709\u529b\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002PoC\u304b\u3089\u672c\u756a\u69cb\u7bc9\u3001\u7d99\u7d9a\u904b\u7528\u307e\u3067\u306e\u6d41\u308c\u3092\u8e0f\u307e\u3048\u305f\u3046\u3048\u3067\u3001\u76ee\u7684\u306b\u6cbf\u3063\u305f\u6bb5\u968e\u7684\u306a\u7acb\u3061\u4e0a\u3052\u3068\u6539\u5584\u30b5\u30a4\u30af\u30eb\u306e\u8a2d\u8a08\u304c\u3001\u5c0e\u5165\u6210\u529f\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
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