{"id":75045,"date":"2024-08-26T18:30:00","date_gmt":"2024-08-26T09:30:00","guid":{"rendered":"https:\/\/www.creationline.com\/tech-blog\/?p=75045"},"modified":"2024-08-26T18:10:12","modified_gmt":"2024-08-26T09:10:12","slug":"%e3%80%90event-driven-architecture%e3%81%b8%e3%81%ae%e9%81%93%e3%80%91%e3%82%a4%e3%83%99%e3%83%b3%e3%83%88%e3%83%bb%e3%83%89%e3%83%aa%e3%83%96%e3%83%b3%e3%82%a2%e3%83%bc%e3%82%ad%e3%83%86%e3%82%af-3-9","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/chatgpt-ai\/75045","title":{"rendered":"\u3010AI Agent\u958b\u767a\u3011Dify\u3092\u4f7f\u3044\u3053\u306a\u305d\u3046\uff01\u30ce\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb\u3067\u3082\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\u3067Python\u30b3\u30fc\u30c9\u3092\u52d5\u304b\u3057\u3066\u8907\u96d1\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5b9f\u73fe\u3057\u3066\u307f\u308b\u3002\uff08LangChain\u304b\u3089\u306e\u79fb\u690d\uff09"},"content":{"rendered":"\n

\u306f\u3058\u3081\u306b<\/h2>\n\n\n\n

Dify<\/strong>\u306f\u3001LangGenius, Inc.<\/a> \u304c\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eLLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u751f\u6210AI\u30a2\u30d7\u30ea\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u3001\u76f4\u611f\u7684\u306aUI\u3092\u4f7f\u3063\u3066AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001RAG\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002
\u307e\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u6a5f\u80fd\u306b\u3088\u308a\u3001\u3088\u308a\u8907\u96d1\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

Dify\u3092\u5229\u7528\u3057\u3001\u7d20\u65e9\u304f\u30fb\u52b9\u7387\u3088\u304f\u958b\u767a\u3092\u884c\u3046\u3053\u3068<\/strong>\u306b\u3088\u308a\u3001\u3088\u308a\u591a\u304f\u306e\u6642\u9593\u3092\u9867\u5ba2\u7406\u89e3\u3084\u696d\u52d9\u6539\u5584\u306a\u3069\u306b\u3042\u3066\u3001\u7d44\u7e54\u5168\u4f53\u306e\u751f\u7523\u6027\u306e\u5927\u5e45\u306a\u5411\u4e0a\u3084\u3001\u30b5\u30fc\u30d3\u30b9\u306e\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u304c\u56f3\u308c\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u5316\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u88fd\u54c1\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3001\u3042\u308b\u3044\u306f\u793e\u5185\u306e\u30ca\u30ec\u30c3\u30b8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9<\/strong>\u306a\u3069\u3001\u5e45\u5e83\u3044\u5206\u91ce\u3067Dify\u306e\u6d3b\u7528\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u4eca\u5f8c\u3001Dify\u306f\u3055\u3089\u306a\u308b\u6a5f\u80fd\u62e1\u5f35\u3084\u6027\u80fd\u5411\u4e0a\u304c\u671f\u5f85<\/strong>\u3055\u308c\u3066\u304a\u308a\u3001AI\u958b\u767a\u306e\u6a19\u6e96\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u5730\u4f4d\u3092\u78ba\u7acb<\/strong>\u3057\u3066\u3044\u304f\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u7d44\u7e54\u306fDify\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u6280\u8853\u7684\u306a\u969c\u58c1\u3092\u4f4e\u6e1b\u3057\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30d4\u30fc\u30c9\u3092\u52a0\u901f\u3055\u305b\u3001\u7af6\u4e89\u529b\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002AI\u306e\u529b\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u5909\u9769\u3092\u63a8\u9032\u3059\u308b\u4e0a\u3067\u3001Dify\u306f\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u3088\u3046\u306b\u4fbf\u5229\u304b\u3064\u4eca\u5f8c\u304c\u671f\u5f85\u3055\u308c\u308bDify\u3067\u3059\u304c\u3001\u305d\u306e\u4e00\u65b9\u3067\u3001\u30ce\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb\u304c\u6545\u306bDify\u3067\u8907\u96d1\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u958b\u767a\u3059\u308b\u306b\u306f\u500b\u5225\u306e\u5bfe\u5fdc<\/strong>\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u672c\u30d6\u30ed\u30b0\u3067\u306f\u3001LangChain\u3067\u5b9f\u88c5\u3057\u3066\u304d\u305f\u6a5f\u80fd\u3092Dify\u3067\u518d\u73fe\u3059\u308b\u8a66\u307f\u3092\u901a\u3058\u3001Dify\u3067\u8907\u96d1\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306b\u5f79\u306b\u7acb\u3064Python\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\u306b\u3064\u3044\u3066\u3001\u5229\u7528\u65b9\u6cd5\u3092\u5b9f\u4f8b\u3092\u30d9\u30fc\u30b9\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

Difty\u306e\u7279\u5fb4<\/h2>\n\n\n\n

[\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304b\u3089Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0]<\/strong><\/p>\n\n\n\n

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

\u4e0a\u8a18\u306e\u753b\u50cf\u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5229\u7528\u3057\u3066\u4f01\u696d\u60c5\u5831\u3092\u691c\u7d22\u3057\u56de\u7b54\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3001\u4f01\u696d\u60c5\u5831\u3092\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u30bf\u30b9\u30af\u30ea\u30b9\u30c8\u3001\u30ab\u30ec\u30f3\u30c0\u30fc\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u30bc\u30ed\u304b\u3089\u306e\u958b\u767a\u304c\u4e0d\u8981<\/strong>\u3067\u3059\u3002\u307e\u305a\u306f\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u3060\u3051\u3067\u3001\u77ed\u671f\u9593\u3067\u30a2\u30d7\u30ea\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001OpenAI\u3001Anthropic\u3001Azure OpenAI\u3001Llama2\u3001Hugging Face\u3001Replicate\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306aAI\u30e2\u30c7\u30eb\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u67d4\u8edf\u306a\u30e2\u30c7\u30eb\u6d3b\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

[\u5546\u7528\u5229\u7528\u53ef\u80fd\u3067\u3055\u307e\u3056\u307e\u306a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u53c2\u8003\u306b\u30b9\u30bf\u30fc\u30c8\u3067\u304d\u308b]<\/strong><\/p>\n\n\n\n

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

Dify\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\uff08OSS\uff09<\/strong>\u3067\u3042\u308a\u3001\u5546\u7528\u5229\u7528\u304c\u53ef\u80fd\u3067\u3059\u304c\u3001\u4e00\u90e8\u6761\u4ef6\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30de\u30eb\u30c1\u30c6\u30ca\u30f3\u30c8SaaS\u30b5\u30fc\u30d3\u30b9\u306e\u63d0\u4f9b\u3084\u30ed\u30b4\u3084\u8457\u4f5c\u6a29\u60c5\u5831\u306e\u524a\u9664\u30fb\u5909\u66f4\u306b\u306f\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u5fc5\u8981<\/a>\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d44\u307f\u8fbc\u3093\u3067\u4f7f\u7528\u3059\u308b\u5834\u5408\u3084\u3001\u7279\u5b9a\u306e\u9867\u5ba2\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u5834\u5408\u306b\u306f\u3001\u7279\u5225\u306a\u8a31\u53ef\u306f\u4e0d\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

Dify\u306f\u3001\u751f\u6210AI\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u958b\u767a\u3092\u7c21\u7d20\u5316\u3057<\/strong>\u3001\u3088\u308a\u591a\u304f\u306e\u4eba\u3005\u304cAI\u6280\u8853\u3092\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002\u7e70\u308a\u8fd4\u3057\u51e6\u7406\u6a5f\u80fd\u306e\u8ffd\u52a0\uff08\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\uff09<\/a>\u3084\u65b0\u3057\u3044AI\u30e2\u30c7\u30eb\u306e\u5bfe\u5fdc\u306a\u3069\u3001\u3055\u3089\u306a\u308b\u6a5f\u80fd\u62e1\u5145\u3068\u5229\u4fbf\u6027\u306e\u5411\u4e0a\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308bAI\u6d3b\u7528\u306e\u5e45\u304c\u5e83\u304c\u308a\u3001\u52b9\u7387\u7684\u306aAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u63d0\u4f9b\u304c\u53ef\u80fd\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n

[\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3]<\/strong><\/p>\n\n\n\n

\u30d6\u30ed\u30c3\u30af\u306e\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u914d\u5217\u306b\u5bfe\u3057\u3066\u8907\u6570\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u5b9f\u884c\u3057\u3066\u3059\u3079\u3066\u306e\u7d50\u679c\u3092\u51fa\u529b\u3057\u307e\u3059\u3002\u3053\u306e\u753b\u50cf\u3067\u306f\u3001\u30b3\u30fc\u30c9\u306b\u8a18\u8f09\u306e\u30ea\u30b9\u30c8\u306e\u5404\u9805\u76ee\u306b\u5bfe\u3057\u3066\u540c\u3058\u30b9\u30c6\u30c3\u30d7\u3092\u5b9f\u884c\u3057\u3066LLM\u306b\u56de\u7b54\u3092\u6c42\u3081\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u306a\u3063\u3066\u307e\u3059\u3002<\/p>\n\n\n\n

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

LangChain\u304b\u3089Dify\u3078\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u79fb\u690d<\/h2>\n\n\n\n

Dify\u306e\u6280\u8853\u3092\u6df1\u304f\u7406\u89e3\u3059\u308b\u4e0a\u3067\u3001\u3053\u308c\u307e\u3067\u69d8\u3005\u306a\u5b9f\u88c5\u7d4c\u9a13\u3092\u7a4d\u3093\u3067\u304d\u305fLangChain<\/strong>\u306e\u7406\u89e3\u304c\u5f79\u306b\u7acb\u3061\u307e\u3059\u3002LangChain\u306f\u3001Dify\u3088\u308a\u3082\u5148\u306b\u767b\u5834\u3057\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306b\u3088\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002Dify\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u958b\u767a\u8005\u306e\u591a\u304f\u306f\u3001LangChain\u306e\u5b58\u5728\u3092\u610f\u8b58\u3057\u3066\u304a\u308a\u3001Dify\u3068LangChain\u306e\u6a5f\u80fd\u3084\u7279\u5fb4\u306f\u6bd4\u8f03\u306e\u3055\u308c\u308b\u3053\u3068\u3082\u591a\u3044\u3067\u3059\u3002<\/p>\n\n\n\n

\u4eca\u56de\u3001Dify\u306e\u6280\u8853\u3092\u3088\u308a\u6df1\u304f\u63a2\u6c42\u3059\u308b\u305f\u3081\u3001\u3053\u308c\u307e\u3067LangChain<\/strong>\u3067\u5b9f\u88c5\u3057\u3066\u304d\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092Dify\u3067\u518d\u73fe\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3092\u691c\u8a3c\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u8a66\u307f\u306f\u3001Dify\u306e\u53ef\u80fd\u6027\u3068\u9650\u754c\u3092\u7406\u89e3\u3057\u3001\u4e21\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u9577\u6240\u3092\u6d3b\u304b\u3057\u305f\u52b9\u679c\u7684\u306aAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u65b9\u6cd5\u3092\u898b\u51fa\u3059\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u691c\u8a3c\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001Dify\u306e\u72ec\u81ea\u306e\u5f37\u307f\u3084\u3001LangChain\u3068\u306f\u7570\u306a\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306e\u554f\u984c\u89e3\u6c7a\u65b9\u6cd5\u3092\u767a\u898b\u3057\u3001\u540c\u6642\u306b\u3001\u5404\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u9069\u5207\u306a\u4f7f\u7528\u30b7\u30fc\u30f3\u3084\u3001\u305d\u308c\u305e\u308c\u306e\u6280\u8853\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u5f97\u3089\u308c\u308b\u76f8\u4e57\u52b9\u679c\u306b\u3064\u3044\u3066\u3082\u8003\u5bdf\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u3055\u3066\u4eca\u56de\u3001Dify\u306b\u7f6e\u304d\u63db\u3048\u308b\u3001LangChain\u3092\u30d9\u30fc\u30b9\u3068\u3057\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u3067\u3059\u3002\u3053\u306e\u4e2d\u304b\u3089\u8d64\u67a0\u306e\u90e8\u5206\u3092\u3001Dify\u306b\u7f6e\u304d\u63db\u3048\u3066\u307f\u307e\u3057\u305f\u3002Dify\u306f\u30ce\u30fc\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306e\u305f\u3081\u8907\u96d1\u306a\u51e6\u7406\u304c\u82e6\u624b\u3067\u3059\u304c\u3001\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\u306e\u6a5f\u80fd<\/strong>\u306a\u3069\u3092\u5229\u7528\u3057\u3066\u5b9f\u73fe\u3057\u305f\u5185\u5bb9\u306b\u3064\u3044\u3066\u3001\u8aac\u660e\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

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

\u6700\u521d\u306bLangChain\u306e\u3092\u30d9\u30fc\u30b9\u3068\u3057\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u8aac\u660e\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u753b\u50cf\u306f\u3001LangChain\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305fAI Agent\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u4e3b\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u305d\u306e\u95a2\u4fc2\u6027\u3092\u4ee5\u4e0b\u306b\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

langfuse:<\/strong><\/p>\n\n\n\n

\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5de6\u5074\u306b\u4f4d\u7f6e\u3057\u3001\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\u7ba1\u7406\u3001API\u7ba1\u7406\uff09\u306e\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u3002Dify\u306b\u7f6e\u304d\u63db\u308f\u308b\u3068\u3001\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30bf\u30fc\u304b\u3089\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5b9f\u884c\u3068\u3001\u30c1\u30e3\u30c3\u30c8\u306e\u30d5\u30ed\u30f3\u30c8\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

interface (made by streamlit):<\/strong><\/p>\n\n\n\n

\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u3001Streamlit\u3092\u4f7f\u7528\u3057\u3066\u4f5c\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

langchain:<\/strong><\/p>\n\n\n\n

\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u4e2d\u5fc3\u306b\u4f4d\u7f6e\u3057\u3001AI\u6a5f\u80fd\u306e\u4e3b\u8981\u306a\u51e6\u7406\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

Agent\u6a5f\u80fd (agents.agent):<\/strong><\/p>\n\n\n\n

LangChain\u306b\u63a5\u7d9a\u3055\u308c\u3066\u304a\u308a\u3001AgentExecutor\u306e\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

Tool\u5f79\u5272\u5b9a\u7fa9:<\/strong><\/p>\n\n\n\n

Agent\u6a5f\u80fd\u306b\u63a5\u7d9a\u3055\u308c\u3066\u304a\u308a\u3001\u30c4\u30fc\u30eb\u304c\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u307e\u3059\u3002Nikkei\uff08\u65e5\u7d4c\uff09\u3001PR Times\u3001Google\u306e\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001Web\u691c\u7d22\u3084Nikkei Search\u3001PR Times Search\u306a\u3069\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3001\u5916\u90e8\u30b5\u30a4\u30c8\u304b\u3089\u3042\u3089\u3086\u308b\u60c5\u5831\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u4eca\u56de\u306f\u7279\u306b\u3001\u8d64\u67a0\u306e\u90e8\u5206\u3067\u3042\u308b\u3001Agent\u6a5f\u80fd\u3084\u3001Tool\u6a5f\u80fd\u3092Dify\u306b\u7f6e\u304d\u63db\u3048\u3066\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304b\u3089Dify\u30d6\u30ed\u30c3\u30af\u6a5f\u80fd\u3092\u9023\u7d50\u3055\u305b\u3066\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

[Dify\u306b\u7f6e\u304d\u63db\u3048\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc]<\/strong><\/p>\n\n\n\n

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

[\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u5b9f\u884c]<\/strong><\/p>\n\n\n\n

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

Dify\u306e\u6a5f\u80fd\u30d6\u30ed\u30c3\u30af\uff08HTTP\u30ea\u30af\u30a8\u30b9\u30c8\uff09<\/h2>\n\n\n\n

LangChain\u30d9\u30fc\u30b9\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u3067\u306f\u3001\u30c4\u30fc\u30eb\u6a5f\u80fd\u3068\u3057\u3066\u3001Web\u691c\u7d22\u3084\u3001Nikkei Search\u3001PR Times Search\u306a\u3069\u3092\u8a18\u8ff0\u3057\u3066\u30b5\u30a4\u30c8\u304b\u3089\u60c5\u5831\u3092\u96c6\u3081\u3066\u3044\u307e\u3057\u305f\u304c\u3001Dify\u3067\u306f\u3001\u6a5f\u80fd\u30d6\u30ed\u30c3\u30af\u306eHTTP\u30ea\u30af\u30a8\u30b9\u30c8<\/strong>\u3092\u5229\u7528\u3057\u3066\u3001\u5404\u30b5\u30a4\u30c8\u306e\u60c5\u5831\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059<\/strong>\u3002<\/p>\n\n\n\n

HTTP\u30ea\u30af\u30a8\u30b9\u30c8\u306f\u3001HTTP \u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u4ecb\u3057\u3066\u30b5\u30fc\u30d0\u30fc\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u6a5f\u80fd\u3067\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u3001\u30a6\u30a7\u30d6\u30d5\u30c3\u30af\u3001\u753b\u50cf\u751f\u6210\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306a\u3069\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u9069\u7528\u3055\u308c\u307e\u3059\u3002\u6307\u5b9a\u3055\u308c\u305f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a2\u30c9\u30ec\u30b9\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305fHTTP\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9023\u643a\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

[HTTP\u30ea\u30af\u30a8\u30b9\u30c8]<\/strong><\/p>\n\n\n\n

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

\u30d7\u30ed\u30b0\u30e9\u30e0\u30b3\u30fc\u30c9\u306e\u5229\u7528\uff08\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\uff09<\/h2>\n\n\n\n

\u7d9a\u3044\u3066\u3001\u6a5f\u80fd\u30d6\u30ed\u30c3\u30af\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u30b3\u30fc\u30c9\u306e\u5229\u7528<\/strong>\u3067\u3059\u3002\u5148\u307b\u3069\u306eWeb\u691c\u7d22\u306a\u3069\u3067\u53ce\u96c6\u3057\u305f\u60c5\u5831\u3092LLM\u306b\u6e21\u3057\u3066\u3044\u304d\u305f\u3044\u306e\u3067\u3059\u304c\u3001HTTP\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u5f97\u305fHTTP\u30ec\u30b9\u30dd\u30f3\u30b9\u306f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3067\u3042\u308b\u305f\u3081\u3001\u30d1\u30fc\u30b9\u3057\u3066\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u52a0\u5de5<\/strong>\u3057\u3066\u3044\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002Dify\u3067\u306f\u3001\u6a5f\u80fd\u30d6\u30ed\u30c3\u30af\u306e\u4e2d\u3067\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af<\/strong>\u304c\u5b9f\u73fe\u53ef\u80fd\u3067\u3057\u305f\u306e\u3067\u3001\u5229\u7528\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af<\/strong>\u306f\u3001Python \/ NodeJS\u30b3\u30fc\u30c9<\/strong>\u3092\u5b9f\u884c\u3057\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5185\u3067\u30c7\u30fc\u30bf\u5909\u63db\u3092\u884c\u3046\u3053\u3068\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001Arithmetic\u3001JSON\u5909\u63db\u3001\u30c6\u30ad\u30b9\u30c8\u51e6\u7406\u306a\u3069\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u7c21\u7d20\u5316\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u958b\u767a\u8005\u306e\u67d4\u8edf\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5185\u306b\u30ab\u30b9\u30bf\u30e0Python\u307e\u305f\u306fJavascript\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u57cb\u3081\u8fbc\u3093\u3067\u3001\u5909\u6570\u3092\u64cd\u4f5c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u8a2d\u5b9a\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u3001\u5fc5\u8981\u306a\u5165\u529b\u5909\u6570\u3068\u51fa\u529b\u5909\u6570\u3092\u6307\u5b9a\u3057\u3001\u5bfe\u5fdc\u3059\u308b\u5b9f\u884c\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

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

\u305f\u3060\u3001\u4eca\u56de\u306f\u3001HTTP\u30ec\u30b9\u30dd\u30f3\u30b9\u304c\u5927\u91cf\u306e\u30c7\u30fc\u30bf<\/strong>\u3067\u3042\u3063\u305f\u306e\u3067\u3001\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\u306e\u5236\u9650\u3067\u3042\u308b\u300180,000\u6587\u5b57\u306e\u5236\u9650<\/strong>\u306b\u3088\u308a\u3001\u5185\u90e8\u30a8\u30e9\u30fc\u304c\u767a\u751f<\/strong>\u3057\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002\u4eca\u56de\u306fDify\u306eSaaS\u7248\u3067\u306f\u306a\u304fDify\u306e\u30ed\u30fc\u30ab\u30eb\u7248\u3092\u5229\u7528\u3057\u3066\u3044\u305f\u305f\u3081\u3001Python\u30b3\u30fc\u30c9\u306e\u6587\u5b57\u5217\u5236\u9650\u306e\u4e0a\u9650\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u3067\u5bfe\u5fdc<\/strong>\u3057\u307e\u3057\u305f\u3002\u4f46\u3057\u3001\u3053\u306e\u6587\u5b57\u5217\u5236\u9650\u306e\u4e0a\u9650\u306f\u3001\u7121\u9650\u306b\u4e0a\u3052\u3066\u8a2d\u5b9a\u3057\u3066\u3082\u3001\u5185\u90e8\u30a8\u30e9\u30fc\u304c\u51fa\u3066\u3057\u307e\u3046\u306e\u3067\u3001\u5185\u90e8\u30a8\u30e9\u30fc\u304c\u51fa\u306a\u3044\u5024\u3092\u63a2\u3063\u3066\u5024\u3092\u8a2d\u5b9a\u3057\u3066\u56de\u907f\u3059\u308b\u3088\u3046\u3053\u3068\u304c\u5fc5\u8981\u3067\u3057\u305f\u3002<\/p>\n\n\n\n

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

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

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

\u307e\u3068\u3081<\/h2>\n\n\n\n

\u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001LangChain\u304b\u3089Dify\u3078\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u79fb\u690d\u3092\u901a\u3058\u3066\u3001Dify\u3067\u8907\u96d1\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306b\u5f79\u306b\u7acb\u3064Dify\u306e\u6a5f\u80fd\u30d6\u30ed\u30c3\u30af\uff08HTTP\u30ea\u30af\u30a8\u30b9\u30c8\uff09\u3068\u3001\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\u306e\u5229\u7528\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

Dify\u306f\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3001\u7d20\u65e9\u304f\u30fb\u52b9\u7387\u3088\u304fLLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u30ce\u30fc\u30b3\u30fc\u30c9\u30c4\u30fc\u30eb\u304c\u6545\u306bDify\u3067\u8907\u96d1\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u958b\u767a\u3059\u308b\u306b\u306f\u3001\u4eca\u56de\u7d39\u4ecb\u3057\u305fDify\u306e\u6a5f\u80fd\u30d6\u30ed\u30c3\u30af\uff08HTTP\u30ea\u30af\u30a8\u30b9\u30c8\uff09<\/strong>\u3084 \u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\u3092\u5229\u7528\u3057\u3066\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u30b3\u30fc\u30c9\u306e\u5b9f\u884c<\/strong> \u304c\u4e00\u3064\u306e\u89e3\u6c7a\u65b9\u6cd5\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u4eca\u56de\u306e\u8a18\u4e8b\u304c\u7686\u3055\u3093\u306eDify\u306e\u6d3b\u7528\u30b7\u30fc\u30f3\u306e\u62e1\u5927\u3084\u3001\u65e5\u3005\u306e\u958b\u767a\u696d\u52d9\u306e\u6539\u5584\u3001\u66f4\u306a\u308b\u95a2\u5fc3\u3068\u5c0e\u5165\u306b\u3064\u306a\u304c\u308c\u3070\u5927\u5909\u5e78\u3044\u3067\u3059\u3002<\/p>\n\n\n\n

\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044<\/h2>\n\n\n\n
\n

AI\u99c6\u52d5\u958b\u767a\u306b\u3064\u3044\u3066\u8208\u5473\u95a2\u5fc3\u304c\u3042\u308a\u3001
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\n \n \"ご相談はこちらから\n <\/a>\n<\/div>\n\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u306f\u3058\u3081\u306b Dify\u306f\u3001LangGenius, Inc. \u304c\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eLLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u751f\u6210AI\u30a2\u30d7\u30ea\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3 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