{"id":9199,"date":"2024-11-29T17:09:12","date_gmt":"2024-11-29T08:09:12","guid":{"rendered":"https:\/\/first-contact.jp\/blog\/?p=9199"},"modified":"2025-12-22T16:14:09","modified_gmt":"2025-12-22T07:14:09","slug":"llm-rag","status":"publish","type":"post","link":"https:\/\/first-contact.jp\/blog\/article\/llm-rag\/","title":{"rendered":"\u81ea\u793e\u5c02\u7528\u306eChatGPT\u304c\u6b32\u3057\u3044\uff1fLLM\u3068RAG\u3067\u5b9f\u73fe\u53ef\u80fd\u3067\u3059\u3002"},"content":{"rendered":"\n<p class=\"has-text-align-right\"> \u6700\u7d42\u66f4\u65b0\u65e5\uff1a2024\/11\/29<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"768\" src=\"https:\/\/first-contact.jp\/blog\/wp-content\/uploads\/2024\/11\/\u751f\u6210AI\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u3067\u826f\u304f\u51fa\u3066\u304f\u308b\u300cRAG\u300d\u3068\u306f\uff1f.png\" alt=\"\" class=\"wp-image-9219\"\/><\/figure>\n\n\n\n<h2> \u672c\u8a18\u4e8b\u306b\u3064\u3044\u3066   <\/h2>\n\n\n\n<p>\u751f\u6210AI\u306f\u305d\u306e\u9ad8\u5ea6\u306a\u8a00\u8a9e\u51e6\u7406\u80fd\u529b\u306b\u3088\u3063\u3066\u3001\u69d8\u3005\u306a\u5206\u91ce\u3067\u9769\u65b0\u7684\u306a\u6d3b\u7528\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30ebLLM\uff08Large Language Model\uff09\u3068RAG\uff08Retrieval Augmented Generation\uff09\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001\u81ea\u793e\u304c\u4fdd\u6709\u3059\u308b\u56fa\u6709\u306e\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u9ad8\u7cbe\u5ea6\u306a\u56de\u7b54\u751f\u6210\u3092\u53ef\u80fd\u306b\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u65b0\u305f\u306a\u53ef\u80fd\u6027\u3092\u5207\u308a\u958b\u3044\u3066\u3044\u307e\u3059\u3002 <\/p>\n\n\n\n<h2>\u76ee\u6b21<\/h2>\n\n\n\n<ol><li>\u81ea\u793e\u56fa\u6709\u60c5\u5831\u3092\u5b66\u7fd2\u3057\u305f\u751f\u6210AI<\/li><li>\u300c\u81ea\u793e\u56fa\u6709\u306e\u56de\u7b54\u751f\u6210\u300d\u306e\u30e1\u30ea\u30c3\u30c8<\/li><li>LLM\u3068RAG\u3092\u7528\u3044\u305f\u300c\u81ea\u793e\u56fa\u6709\u306e\u56de\u7b54\u751f\u6210\u300d\u306e\u4ed5\u7d44\u307f<\/li><li>\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b<\/li><li>\u8ab2\u984c\u3068\u5bfe\u7b56<\/li><li>\u307e\u3068\u3081<\/li><\/ol>\n\n\n\n<h2>1. \u81ea\u793e\u56fa\u6709\u60c5\u5831\u3092\u5b66\u7fd2\u3057\u305f\u751f\u6210AI<\/h2>\n\n\n\n<div class=\"wp-container-1 wp-block-group\"><div class=\"wp-block-group__inner-container\">\n<p class=\"has-very-light-gray-background-color has-background\">\u6700\u8fd1\u306e\u751f\u6210AI\u30d6\u30fc\u30e0\u306e\u4e2d\u3067\u3001\u5b9f\u969b\u306e\u5229\u7528\u3057\u3066\u307f\u305f\u6240\u611f\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u601d\u3044\u3092\u62b1\u3044\u305f\u4e8b\u306f\u3042\u308a\u307e\u305b\u3093\u304b\uff1f <\/p>\n\n\n\n<ul><li>\u4f55\u304b\u306e\u751f\u6210\u3084\u56de\u7b54\u3092\u4f9d\u983c\u3057\u305f\u304c\u3001\u305d\u306e\u60c5\u5831\u30bd\u30fc\u30b9\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u3088\u3046\u3067\u3042\u308a\u3001\u5177\u4f53\u6027\u306b\u6b20\u3051\u3066\u3044\u308b<\/li><li>\u5177\u4f53\u6027\u3092\u3082\u305f\u305b\u308b\u305f\u3081\u306b\u3001\u81ea\u793e\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306a\u3069\u3092\u53c2\u7167\u3055\u305b\u305f\u3044\u304c\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306a\u3069\u304c\u6c17\u306b\u306a\u308b<\/li><li>\u5b89\u5168\u306a\u81ea\u793e\u5c02\u7528\u306eChatGPT\u306e\u3088\u3046\u306a\u751f\u6210AI\u304c\u6b32\u3057\u3044<\/li><li>\u81ea\u793e\u306b\u84c4\u7a4d\u3055\u308c\u305f\u3053\u308c\u307e\u3067\u306e\u60c5\u5831\u3092\u5b66\u7fd2\u3055\u305b\u3001\u751f\u304d\u5b57\u5f15\u3084\u30b3\u30f3\u30b7\u30a7\u30eb\u30b8\u30e5\u306e\u3088\u3046\u306a\u5f79\u5272\u3092\u3082\u305f\u305b\u305f\u3044<\/li><li>\u81ea\u793e\u306e\u88fd\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u306b\u6cbf\u3063\u305f\u5185\u5bb9\u3067\u3001\u9867\u5ba2\u306e\u4e00\u6b21\u5bfe\u5fdc\u3092\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306a\u3069\u306b\u5bfe\u5fdc\u3055\u305b\u305f\u3044<\/li><\/ul>\n<\/div><\/div>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u5f93\u6765\u3067\u306f\u96e3\u3057\u304b\u3063\u305f\u30cb\u30fc\u30ba\u306b\u5fdc\u3048\u3089\u308c\u308b\u306e\u304c\u3001LLM\u3068RAG(\u30e9\u30b0)\u306b\u306a\u308a\u307e\u3059\u3002 <\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001EC\u30b5\u30a4\u30c8\u3084\u4f1a\u793e\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u306a\u3069\u306b\u8a2d\u7f6e\u3055\u308c\u305f\u5f93\u6765\u578b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u3042\u3089\u304b\u3058\u3081\u7528\u610f\u3055\u308c\u305fFAQ\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3059\u308b\u305f\u3081\u3001\u67d4\u8edf\u6027\u306b\u6b20\u3051\u3001\u8907\u96d1\u306a\u8cea\u554f\u306b\u306f\u5bfe\u5fdc\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3057\u304b\u3057\u3001LLM\u3068RAG\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u81ea\u793e\u306e\u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb\u3001FAQ\u3001\u9867\u5ba2\u5c65\u6b74\u306a\u3069\u306e\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057\u3001\u3088\u308a\u81ea\u7136\u3067\u4eba\u9593\u3089\u3057\u3044\u5bfe\u8a71\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002 <\/p>\n\n\n\n<p>  \uff1c\u95a2\u9023\u8a18\u4e8b\uff1e <br>\u300c<a href=\"https:\/\/first-contact.jp\/blog\/article\/rag-jirei\/\">\u751f\u6210AI\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u3067\u826f\u304f\u51fa\u3066\u304f\u308b\u300cRAG\u300d\u3068\u306f\uff1f\u7279\u5fb4\u3084\u696d\u754c\u5225\u6d3b\u7528\u4e8b\u4f8b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac<\/a>\u300d <\/p>\n\n\n\n<h2>2.\u300c\u81ea\u793e\u56fa\u6709\u306e\u56de\u7b54\u751f\u6210\u300d\u306e\u30e1\u30ea\u30c3\u30c8 <\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"556\" height=\"419\" src=\"https:\/\/first-contact.jp\/blog\/wp-content\/uploads\/2024\/11\/image-2.png\" alt=\"\" class=\"wp-image-9225\"\/><\/figure>\n\n\n\n<ul><li>\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a: \u9867\u5ba2\u306e\u8cea\u554f\u306b\u7684\u78ba\u304b\u3064\u8fc5\u901f\u306b\u7b54\u3048\u3001\u3088\u308a\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3002<\/li><li> \u696d\u52d9\u52b9\u7387\u5316: \u3088\u304f\u3042\u308b\u8cea\u554f\u3078\u306e\u5bfe\u5fdc\u3092\u81ea\u52d5\u5316\u3057\u3001\u5f93\u696d\u54e1\u306e\u8ca0\u62c5\u3092\u8efd\u6e1b\u3067\u304d\u308b\u3002<\/li><li> \u7af6\u5408\u3068\u306e\u5dee\u5225\u5316: \u81ea\u793e\u306e\u5f37\u307f\u3084\u7279\u5fb4\u3092\u52b9\u679c\u7684\u306b\u4f1d\u3048\u3001\u7af6\u5408\u4ed6\u793e\u3068\u306e\u5dee\u5225\u5316\u3092\u56f3\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li><li> \u65b0\u305f\u306a\u30d3\u30b8\u30cd\u30b9\u6a5f\u4f1a\u306e\u5275\u51fa: \u9867\u5ba2\u3068\u306e\u5bfe\u8a71\u3092\u901a\u3058\u3066\u3001\u65b0\u305f\u306a\u88fd\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u30a2\u30a4\u30c7\u30a2\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br>\u306a\u3069<\/li><\/ul>\n\n\n\n<h2>3. LLM\u3068RAG\u3092\u7528\u3044\u305f\u300c\u81ea\u793e\u56fa\u6709\u306e\u56de\u7b54\u751f\u6210\u300d\u306e\u4ed5\u7d44\u307f <\/h2>\n\n\n\n<p> LLM\u3068RAG\u3092\u7528\u3044\u305f\u81ea\u793e\u56fa\u6709\u306e\u56de\u7b54\u751f\u6210\u306e\u5927\u307e\u304b\u306a\u4ed5\u7d44\u307f\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ol><li>\u30c7\u30fc\u30bf\u306e\u6e96\u5099: \u81ea\u793e\u306e\u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb\u3001FAQ\u3001\u9867\u5ba2\u5c65\u6b74\u306a\u3069\u306e\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3001LLM\u304c\u5b66\u7fd2\u3057\u3084\u3059\u3044\u5f62\u306b\u6574\u7406\u3057\u307e\u3059\u3002\uff08\u6574\u7406\u305b\u305a\u306b\u5168\u3066\u3092\u5b66\u7fd2\u3059\u308b\u4e8b\u3082\u53ef\u80fd\u3067\u3059\u304c\u3001\u6574\u7406\u3092\u3059\u308b\u3053\u3068\u3067\u77db\u76fe\u3092\u56de\u907f\u3057\u3001\u3088\u308a\u56de\u7b54\u7cbe\u5ea6\u304c\u5897\u3057\u307e\u3059\uff09<\/li><li> LLM\u306e\u5b66\u7fd2: \u6e96\u5099\u3057\u305f\u30c7\u30fc\u30bf\u3092LLM\u306b\u5b66\u7fd2\u3055\u305b\u3001\u81ea\u793e\u306e\u77e5\u8b58\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/li><li> RAG\u306b\u3088\u308b\u691c\u7d22: \u9867\u5ba2\u304b\u3089\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001LLM\u304c\u95a2\u9023\u3059\u308b\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u62bd\u51fa\u3057\u3001RAG\u304c\u77e5\u8b58\u30d9\u30fc\u30b9\u304b\u3089\u6700\u3082\u9069\u5207\u306a\u60c5\u5831\u3092\u691c\u7d22\u3057\u307e\u3059\u3002<\/li><li> \u56de\u7b54\u751f\u6210: \u691c\u7d22\u3055\u308c\u305f\u60c5\u5831\u3092\u57fa\u306b\u3001LLM\u304c\u81ea\u7136\u306a\u6587\u7ae0\u3067\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/li><\/ol>\n\n\n\n<h2> 4. \u5177\u4f53\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b <\/h2>\n\n\n\n<ul><li>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8: \u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u306b24\u6642\u9593365\u65e5\u5bfe\u5fdc\u3057\u3001\u81ea\u793e\u306e\u88fd\u54c1\u3084\u30b5\u30fc\u30d3\u30b9\u5185\u5bb9\u306b\u6cbf\u3063\u305f\u63a5\u5ba2\u3092\u884c\u3046\u3001\u307e\u305f\u306f\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306b\u60c5\u5831\u3092\u4f9b\u7d66\u3059\u308b\u3002<\/li><li> \u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb: \u5f93\u696d\u54e1\u304b\u3089\u306e\u88fd\u54c1\u306b\u95a2\u3059\u308b\u8cea\u554f\u306b\u3001\u8a73\u7d30\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/li><li> \u5185\u90e8\u60c5\u5831\u691c\u7d22: \u6709\u7d66\u306e\u4ed8\u4e0e\u65e5\u6570\u306f\uff1f\u306a\u3069\u793e\u5185\u306e\u60c5\u5831\u5171\u6709\u30b7\u30b9\u30c6\u30e0\u306b\u84c4\u7a4d\u3055\u308c\u305f\u60c5\u5831\u3092\u7c21\u5358\u306b\u5f15\u304d\u51fa\u305b\u308b\u3002<\/li><li> \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6559\u6750: \u30dd\u30a4\u30f3\u30c8\u306a\u308b\u60c5\u5831\u306b\u7d5e\u308a\u3001\u65b0\u5165\u793e\u54e1\u5411\u3051\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6559\u6750\u3092\u81ea\u52d5\u751f\u6210\u3067\u304d\u308b\u3002<\/li><\/ul>\n\n\n\n<h2>5. \u8ab2\u984c\u3068\u5bfe\u7b56<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" width=\"471\" height=\"308\" src=\"https:\/\/first-contact.jp\/blog\/wp-content\/uploads\/2024\/11\/image.png\" alt=\"\" class=\"wp-image-9221\"\/><\/figure><\/div>\n\n\n<p>LLM\u3068RAG\u3092\u7528\u3044\u305f\u81ea\u793e\u56fa\u6709\u306e\u56de\u7b54\u751f\u6210\u306f\u3001\u65e5\u9032\u6708\u6b69\u306e\u6280\u8853\u3067\u3042\u308a\u3001\u3044\u304f\u3064\u304b\u306e\u8ab2\u984c\u3082\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul><li> \u30c7\u30fc\u30bf\u306e\u8cea: \u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u8cea\u304c\u3001\u751f\u6210\u3055\u308c\u308b\u56de\u7b54\u306e\u8cea\u306b\u5927\u304d\u304f\u5f71\u97ff\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u6e96\u5099\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u4e8b\u306b\u61f8\u5ff5\u3092\u6301\u3064\u4f01\u696d\u3082\u5b58\u5728\u3057\u307e\u3059\u3002<\/li><li> \u30d7\u30e9\u30a4\u30d0\u30b7\u30fc: \u9867\u5ba2\u60c5\u5831\u306a\u3069\u306e\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u969b\u306b\u306f\u3001\u53b3\u91cd\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u304c\u5fc5\u8981\u3067\u3059\u3002API\u3092\u5229\u7528\u3059\u308b\u4e8b\u3067\u6cd5\u7684\u306b\u554f\u984c\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u5fc3\u914d\u3059\u308b\u58f0\u304c\u3042\u308a\u307e\u3059\u3002<\/li><li> \u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3: LLM\u304c\u3001\u5b58\u5728\u3057\u306a\u3044\u4e8b\u5b9f\u3092\u751f\u6210\u3057\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li><\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u514b\u670d\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30dd\u30a4\u30f3\u30c8\u3092\u62bc\u3055\u3048\u305f\u5c0e\u5165\u958b\u767a\u3092\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u4fe1\u983c\u3067\u304d\u308b\u30b7\u30b9\u30c6\u30e0\u4f1a\u793e\u3092\u63a2\u3059\u3053\u3068\u3082\u307e\u305f\u5927\u4e8b\u306b\u306a\u308a\u307e\u3059 \u3002<\/p>\n\n\n\n<h2>6. \u307e\u3068\u3081<\/h2>\n\n\n\n<p>LLM\u3068RAG\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001\u81ea\u793e\u56fa\u6709\u306e\u56de\u7b54\u751f\u6210\u3092\u53ef\u80fd\u306b\u3057\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u3001\u696d\u52d9\u52b9\u7387\u5316\u3001\u65b0\u305f\u306a\u30d3\u30b8\u30cd\u30b9\u6a5f\u4f1a\u306e\u5275\u51fa\u306b\u8ca2\u732e\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u305d\u306e\u4e00\u65b9\u3067\u3001\u3044\u304f\u3064\u304b\u306e\u8ab2\u984c\u3082\u5b58\u5728\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u514b\u670d\u3057\u3001\u751f\u6210AI\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u3088\u308a\u7af6\u4e89\u529b\u306e\u3042\u308b\u30d3\u30b8\u30cd\u30b9\u3092\u5c55\u958b\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002 <\/p>\n\n\n\n<h3>\u307e\u3060\u307e\u3060\u9593\u306b\u5408\u3046\u751f\u6210AI\u306e\u696d\u52d9\u5229\u7528<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" width=\"1400\" height=\"517\" src=\"https:\/\/first-contact.jp\/blog\/wp-content\/uploads\/2025\/04\/VF20\u5468\u5e74\u30ed\u30b4.png\" alt=\"\" class=\"wp-image-9569\"\/><\/figure><\/div>\n\n\n<p>\u672c\u8a18\u4e8b\u3092\u57f7\u7b46\u3057\u3066\u3044\u308b\u682a\u5f0f\u4f1a\u793e\u30d0\u30a4\u30bf\u30ea\u30d5\u30a3\u306fWeb\u3084\u30a2\u30d7\u30ea\u958b\u767a\u306a\u3069\u3092\u4e2d\u5fc3\u306b\u9867\u5ba2\u306eDX\u5316\u3092\u652f\u63f4\u3057\u3001 2025\u5e749\u6708\u306720\u5468\u5e74\u3092\u8fce\u3048\u307e\u3057\u305f\u3002\u591a\u304f\u306e\u304a\u5ba2\u69d8\u3001\u95a2\u4fc2\u8005\u306e\u7686\u69d8\u306b\u652f\u3048\u3089\u308c\u306a\u304c\u3089\u3001\u3053\u3046\u3057\u306620\u5e74\u9593\u306b\u6e21\u308a\u7269\u3065\u304f\u308a\u306b\u643a\u308f\u308b\u4e8b\u304c\u3067\u304d\u305f\u4e8b\u3001\u5927\u5909\u611f\u8b1d\u7533\u3057\u4e0a\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<p>20\u5468\u5e74\u3092\u8fce\u3048\u305f\u5f53\u793e\u306f\u65b0\u4ee3\u8868\u306b\u30a2\u30a4\u30b9\u30de\u30a4\u30ea\u30fc\u793e\uff08AI\u30e1\u30c7\u30a3\u30a2\uff09\u306e\u677f\u7fbd\u6643\u53f8\u3092\u4ee3\u8868\u306b\u8fce\u3048\u3001\u65b0\u305f\u306b\u300c\u751f\u6210AI\u300d\u306e\u30d0\u30a4\u30bf\u30ea\u30d5\u30a3\u3068\u3057\u3066\u518d\u51fa\u767a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul><li>\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u512a\u308c\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u300eFirstContact\u300f\u306b\u3064\u3044\u3066\u3001\u30b7\u30ca\u30ea\u30aa\u578b\u3068\u751f\u6210AI\u3092\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u88fd\u54c1\u3092\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\uff08\u6210\u679c\u3068\u8cbb\u7528\u3001\u671f\u5f85\u5024\u306e\u30d0\u30e9\u30f3\u30b9\u306b\u512a\u308c\u305f\u65b0\u3057\u3044\u751f\u6210AI\u306e\u6d3b\u7528\u65b9\u6cd5\u3067\u3059\uff09<\/li><li>\u3053\u308c\u307e\u3067\u5229\u7528\u3057\u3066\u304d\u305f\u57fa\u5e79\u7cfb\u30b7\u30b9\u30c6\u30e0\u3001\u3082\u3057\u304f\u306fWeb\u3084\u30a2\u30d7\u30ea\u306b &#8220;\u751f\u6210AI\u6a5f\u80fd\u3092\u8ffd\u52a0\u3057\u3066&#8221; \u3055\u3089\u306a\u308b\u696d\u52d9\u52b9\u7387\u5316\u3092\u63a8\u9032\u3059\u308b<\/li><li>\u300c\u753b\u50cf\u751f\u6210AI\uff08\u30c8\u30e9\u30e0\u793e\uff09\u300d\u300cEC\u30ec\u30b3\u30e1\u30f3\u30c9AI\uff08\u30b5\u30f3\u30af\u30e6\u30fc\u793e\uff09\u300d\u300c\u30bb\u30ad\u30e5\u30a2GAI(\u30b9\u30af\u30fc\u30c6\u30a3\u30fc\u793e)\u300d\u306a\u3069\u306e\u69d8\u3005\u306aAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u7528\u3044\u3001\u30d0\u30a4\u30bf\u30ea\u30d5\u30a3\u30b0\u30eb\u30fc\u30d7\u5168\u4f53\u3067\u9867\u5ba2\u306eAI\u5316\u3092\u30b5\u30dd\u30fc\u30c8<\/li><\/ul>\n\n\n\n<p>\u3053\u308c\u304b\u3089\u3082\u30d0\u30a4\u30bf\u30ea\u30d5\u30a3\u306f\u304a\u5ba2\u69d8\u3092AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u652f\u3048\u3001\u5909\u5316\u306e\u6fc0\u3057\u3044\u73fe\u4ee3\u3092\u751f\u304d\u6b8b\u308c\u308b\u4f1a\u793e\u3068\u306a\u308c\u308b\u3088\u3046\u3001\u3057\u3063\u304b\u308a\u30b5\u30dd\u30fc\u30c8\u3055\u305b\u3066\u9802\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3>\u305d\u3093\u306a\u30d0\u30a4\u30bf\u30ea\u30d5\u30a3\u304c\u63d0\u6848\u3059\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\uff08\u751f\u6210AI\uff09<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" width=\"587\" height=\"211\" src=\"https:\/\/first-contact.jp\/blog\/wp-content\/uploads\/2024\/09\/image-18.png\" alt=\"\" class=\"wp-image-8929\"\/><\/figure><\/div>\n\n\n<p>\u30d0\u30a4\u30bf\u30ea\u30d5\u30a3\u304c\u63d0\u6848\u3059\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u300c\u8cbb\u7528\u300d\u3068\u300c\u6210\u679c\u300d\u306e\u30d0\u30e9\u30f3\u30b9\u306b\u512a\u308c\u305f\u3001\u304a\u5ba2\u69d8\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3089\u308c\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067\u3059\u3002\u4f8b\u3048\u3070\u3053\u3046\u3044\u3046\u4e8b\u306f\u3042\u308a\u307e\u305b\u3093\u304b\uff1f<\/p>\n\n\n\n<ul><li>\u751f\u6210AI\u6a5f\u80fd\u3092\u642d\u8f09\u3057\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u6708\u984d30\u4e07\u3067\u5229\u7528\u3057\u3066\u3044\u308b\u304c\u3001\u305d\u3053\u307e\u3067\u8ce2\u304f\u306a\u304f\uff1f\u6bce\u670830\u4e07\u3092\u652f\u6255\u3046\u307e\u3067\u306e\u671f\u5f85\u5024\u3001\u4fa1\u5024\u306f\u898b\u3044\u3060\u305b\u3066\u3044\u306a\u3044<\/li><li>\u6700\u8fd1\u306f\u3069\u3053\u306e\u4f1a\u793e\u306e\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u306b\u3082\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u8a2d\u7f6e\u3055\u308c\u3066\u304a\u308a\u3001\u81ea\u793e\u306b\u306f\u8a2d\u7f6e\u3067\u304d\u3066\u3044\u306a\u3044\u3001\u307e\u305a\u306f\u7c21\u5358\u3067\u3044\u3044\u306e\u3067\u8cbb\u7528\u3092\u6291\u3048\u306a\u304c\u3089\u8a2d\u7f6e\u3057\u3066\u307f\u305f\u3044<\/li><\/ul>\n\n\n\n<p class=\"has-pale-pink-color has-text-color\"><strong>\u751f\u6210AI\u306f\u5229\u7528\u3057\u306a\u3044\u3088\u308a\u306f\u5229\u7528\u3057\u305f\u65b9\u304c\u78ba\u5b9f\u306b\u826f\u3044\u306e\u306f\u7406\u89e3\u3067\u304d\u3066\u304d\u305f\u304c\u3001<\/strong> <strong>\u307e\u3060\u307e\u3060\u767a\u5c55\u9014\u4e0a\u306e\u305f\u3081\u3001<\/strong> <strong>\u3069\u3053\u307e\u3067\u8cbb\u7528\u304b\u3051\u3066\u6210\u679c\u3092\u6c42\u3081\u308b\u306e\u304b\u3001\u305d\u306e\u30d0\u30e9\u30f3\u30b9\u306e\u5224\u65ad\u304c\u73fe\u72b6\u306f\u96e3\u3057\u3044\u6240\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<\/strong><\/p>\n\n\n\n<p class=\"has-pale-pink-color has-text-color\"><strong>\u305d\u3053\u3067\u30d0\u30a4\u30bf\u30a4\u30ea\u30d5\u30a3\u3067\u306f\u3001\u304a\u5ba2\u69d8\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u3001\u8cbb\u7528\u3068\u6210\u679c\u306e\u30d0\u30e9\u30f3\u30b9\u306e\u53d6\u308c\u305f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u5c0e\u5165\u3092\u63d0\u6848\u3057\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<ol><li>\u307e\u305a\u306f\u81ea\u793eWeb\u30b5\u30a4\u30c8\u306b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u8a2d\u7f6e\u3057\u305f\u3044<br>\u2192\u6708\u984d2\u4e07\u5186\u3067\u8a2d\u7f6e\u53ef\u80fd\u3001\u9867\u5ba2\u3068\u306e\u30bf\u30c3\u30c1\u30dd\u30a4\u30f3\u30c8\u3068\u3057\u3066\u306e\u5f79\u5272\u3092\u62c5\u308f\u305b\u308b<\/li><li>\u8272\u3005\u306a\u60c5\u5831\u30bd\u30fc\u30b9\uff08Web\u30da\u30fc\u30b8\u3001\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff09\u3092\u8aad\u307f\u8fbc\u307e\u305b\u3001\u305d\u308c\u3089\u3092AI\u306b\u5b66\u7fd2\u3057\u305f\u4e0a\u3067\u56de\u7b54\u3055\u305b\u305f\u3044<br>\u2192\u6708\u984d12\u4e07\uff5e \u8a2d\u7f6e\u53ef\u80fd\u3001ChatGPT\u306a\u3069\u304c\u5229\u7528\u53ef\u80fd\u3067\u3059<\/li><li>\u52b9\u679c\u3092\u611f\u3058\u306a\u304c\u3089\u5c11\u3057\u305a\u3064\u6a5f\u80fd\u62e1\u5f35\u3057\u305f\u3044<br>\u2192\u6708\u984d2\u4e07\u5186\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3001\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3081\u3070\u5373\u6226\u529b\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u500b\u793e\u3054\u3068\u306e\u51fa\u529b\u8abf\u6574\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002 \u30d0\u30a4\u30bf\u30ea\u30d5\u30a3\u306f\u5c0e\u5165\u6642\u304b\u3089\u5373\u6226\u529b\u3068\u3057\u3066\u6d3b\u7528\u3044\u305f\u3060\u3051\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u3059\u308b\u70ba\u306e\u30b5\u30dd\u30fc\u30c8\u306b\u6ce8\u529b\u3092\u884c\u3063\u3066\u304a\u308a\u307e\u3059\u3002 \u307e\u305f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u306b\u3059\u3050\u308c\u3066\u304a\u308a\u3001\u6bb5\u968e\u7684\u306b\u6d3b\u7528\u306e\u5e45\u3092\u5e83\u3052\u308b\u3054\u63d0\u6848\u3082\u53ef\u80fd\u3067\u3059\u3002 \u521d\u671f\u306f\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u304b\u3089\u59cb\u3081\u3001\u5f90\u3005\u306b\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u8ffd\u52a0\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002 <\/li><\/ol>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" width=\"391\" height=\"500\" src=\"https:\/\/first-contact.jp\/blog\/wp-content\/uploads\/2024\/09\/image-15.png\" alt=\"\" class=\"wp-image-8921\"\/><\/figure><\/div>\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3><strong>\u25a0\u300cFirstContact\u300d20\u65e5\u9593\u306e\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u5b9f\u65bd\u4e2d\uff01<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"1024\" height=\"256\" src=\"https:\/\/first-contact.jp\/blog\/wp-content\/uploads\/2025\/12\/torial2-6.png\" alt=\"\" class=\"wp-image-10685\"\/><\/figure>\n\n\n\n<p>FirstContact\u3067\u306f\u30b5\u30dd\u30fc\u30c8\u4ed8\u304d\u306720\u65e5\u9593\u306e\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3092\u5b9f\u65bd\u3057\u3066\u3044\u307e\u3059\u3002\u30c7\u30e2\u30b5\u30a4\u30c8\u3084\u5b9f\u969b\u306b\u64cd\u4f5c\u53ef\u80fd\u306a\u7ba1\u7406\u753b\u9762\u3082\u7528\u610f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u203b\u8cb4\u793e\u958b\u767a\u7528\u306e\u30b5\u30a4\u30c8\u3078\u306e\u5c0e\u5165\u3082\u53ef\u80fd\uff01<\/p>\n\n\n\n<p>\u3054\u5e0c\u671b\u306e\u30d7\u30e9\u30f3\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067Excel\u3092\u7528\u3044\u305f\u904b\u7528\u3084\u3001LINE\/Facebook\u9023\u643a\u306e\u304a\u8a66\u3057\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u203b\u81ea\u52d5\u3067\u6709\u6599\u30d7\u30e9\u30f3\u306b\u5207\u308a\u66ff\u308f\u308b\u3053\u3068\u306f\u3054\u3056\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u5c0e\u5165\u306b\u4e0d\u5b89\u3092\u62b1\u3048\u3066\u3044\u308b\u65b9\u3084\u3001 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{\"height\":\"27px\"} --><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 27px;\" aria-hidden=\"true\">\u00a0<\/div>\n<p><!-- \/wp:spacer --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:heading {\"level\":4} --><\/p>\n<h4>\u6295\u7a3f\u8005\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb<\/h4>\n<p><!-- \/wp:heading --><\/p>\n<p><!-- wp:media-text {\"mediaType\":\"image\"} --><\/p>\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\">\n<figure class=\"wp-block-media-text__media\"><img src=\"https:\/\/first-contact.jp\/blog\/wp-content\/uploads\/2024\/09\/%E3%81%93%E3%81%91%E3%81%97%E3%81%8F%E3%82%931.png\" alt=\"\u3053\u306e\u753b\u50cf\u306b\u306f alt \u5c5e\u6027\u304c\u6307\u5b9a\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306f \u3053\u3051\u3057\u304f\u30931.png \u3067\u3059\" \/><\/figure>\n<div class=\"wp-block-media-text__content\"><!-- wp:paragraph -->\n<p>\u00a0<\/p>\n<p><strong>\u682a\u5f0f\u4f1a\u793e\u30d0\u30a4\u30bf\u30ea\u30d5\u30a3 \u30de\u30fc\u30b1\u62c5\u5f53<\/strong><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>\u682a\u5f0f\u4f1a\u793e\u30d0\u30a4\u30bf\u30ea\u30d5\u30a3\u306f\u751f\u6210AI\u6d3b\u7528\u3057\u305fSaaS\/Web\/\u30a2\u30d7\u30ea\/\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u4f1a\u793e\u3067\u3059\u30022025\u5e749\u6708\u306720\u5468\u5e74\u3092\u8fce\u3048\u307e\u3057\u305f\u3002\u4eca\u5f8c\u3082\u304a\u5ba2\u69d8\u3001\u4ee3\u7406\u5e97\u69d8\u3001\u5354\u696d\u4f1a\u793e\u69d8\u3068\u5171\u306bDX\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<\/div>\n<\/div>\n<p><!-- \/wp:media-text 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