{"id":7876,"date":"2026-01-14T13:23:07","date_gmt":"2026-01-14T04:23:07","guid":{"rendered":"https:\/\/twostone-s.com\/columns\/?p=7876"},"modified":"2026-03-06T14:51:36","modified_gmt":"2026-03-06T05:51:36","slug":"%e3%80%8en8nxrag%e3%80%8f%e7%9f%a5%e8%ad%98%e6%a4%9c%e7%b4%a2%e3%81%a8%e5%bf%9c%e7%ad%94%e7%94%9f%e6%88%90%e3%82%92%e8%87%aa%e5%8b%95%e5%8c%96-n8n%e3%82%92%e6%b4%bb%e7%94%a8%e3%81%97%e3%81%9f-2","status":"publish","type":"post","link":"https:\/\/twostone-s.com\/columns\/ai\/automation\/7876\/","title":{"rendered":"\u300en8n\u00d7RAG\u300f\u77e5\u8b58\u691c\u7d22\u3068\u5fdc\u7b54\u751f\u6210\u3092\u81ea\u52d5\u5316 n8n\u3092\u6d3b\u7528\u3057\u305f\u30ce\u30fc\u30b3\u30fc\u30c9\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u4f5c\u6210\u65b9\u6cd5"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u306f\u3058\u3081\u306b\uff5cRAG\u3068\u306f\uff1f\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u5b9f\u73fe\u3059\u308b\u6b21\u4e16\u4ee3\u306e\u77e5\u8b58\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0<\/h2>\n\n\n\n<p>\u300c\u793e\u5185\u306e\u81a8\u5927\u306a\u8cc7\u6599\u304b\u3089\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u77ac\u6642\u306b\u5f15\u304d\u51fa\u305b\u305f\u3089&#8230;\u300d<\/p>\n\n\n\n<p>\u73fe\u4ee3\u306e\u30d3\u30b8\u30cd\u30b9\u3067\u306f\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u898f\u5b9a\u66f8\u3001\u6280\u8853\u6587\u66f8\u3001FAQ\u3001\u8b70\u4e8b\u9332\u306a\u3069\u3001\u81a8\u5927\u306a\u6587\u66f8\u304c\u65e5\u3005\u751f\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u3089\u306e\u60c5\u5831\u306f\u6563\u5728\u3057\u3001\u5fc5\u8981\u306a\u6642\u306b\u7d20\u65e9\u304f\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u304c\u56f0\u96e3\u3067\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"426\" height=\"240\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423566-1.gif\" alt=\"\" class=\"wp-image-7909\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<strong>RAG(Retrieval-Augmented Generation\uff1a\u691c\u7d22\u62e1\u5f35\u751f\u6210)<\/strong>\u6280\u8853\u3092\u6d3b\u7528\u3057\u3001<strong>n8n<\/strong>\u3067\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u3092\u6d3b\u7528\u3057\u305fAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u65b9\u6cd5\u3092\u3001\u521d\u5fc3\u8005\u3067\u3082\u5b9f\u88c5\u3067\u304d\u308b\u3088\u3046\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/arxiv.org\/abs\/2005.11401\">RAG\u6280\u8853\u89e3\u8aac<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">RAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u89e3\u6c7a\u3059\u308b5\u3064\u306e\u8ab2\u984c<\/h3>\n\n\n\n<p>RAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u3001\u5f93\u6765\u306e\u60c5\u5831\u7ba1\u7406\u3084\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306b\u304a\u3051\u308b\u591a\u304f\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u5927\u304d\u306a\u52b9\u679c\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u5f93\u6765\u306e\u8ab2\u984c<\/strong><\/p><\/th><th><p><strong>RAG\u306b\u3088\u308b\u89e3\u6c7a<\/strong><\/p><\/th><th><p><strong>\u30d3\u30b8\u30cd\u30b9\u52b9\u679c<\/strong><\/p><\/th><\/tr><tr><th><p><strong>\u60c5\u5831\u306e\u6563\u5728<\/strong><\/p><\/th><th><p>\u4e00\u5143\u7684\u306a\u77e5\u8b58\u30d9\u30fc\u30b9\u304b\u3089\u5373\u5ea7\u306b\u691c\u7d22<\/p><\/th><th><p>\u691c\u7d22\u6642\u9593\u3092\u5927\u5e45\u524a\u6e1b<\/p><\/th><\/tr><tr><th><p><strong>\u53e4\u3044\u60c5\u5831\u306e\u53c2\u7167<\/strong><\/p><\/th><th><p>\u5e38\u306b\u6700\u65b0\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167<\/p><\/th><th><p>\u60c5\u5831\u306e\u6b63\u78ba\u6027\u5411\u4e0a<\/p><\/th><\/tr><tr><th><p><strong>\u5c02\u9580\u77e5\u8b58\u306e\u5c5e\u4eba\u5316<\/strong><\/p><\/th><th><p>\u7d44\u7e54\u306e\u77e5\u8b58\u3092\u5168\u54e1\u304c\u6d3b\u7528\u53ef\u80fd<\/p><\/th><th><p>\u30ca\u30ec\u30c3\u30b8\u306e\u6c11\u4e3b\u5316<\/p><\/th><\/tr><tr><th><p><strong>\u56de\u7b54\u306e\u4e00\u8cab\u6027\u6b20\u5982<\/strong><\/p><\/th><th><p>\u540c\u3058\u60c5\u5831\u6e90\u304b\u3089\u4e00\u8cab\u3057\u305f\u56de\u7b54<\/p><\/th><th><p>\u54c1\u8cea\u306e\u6a19\u6e96\u5316<\/p><\/th><\/tr><tr><th><p><strong>24\u6642\u9593\u5bfe\u5fdc\u306e\u9650\u754c<\/strong><\/p><\/th><th><p>\u3044\u3064\u3067\u3082\u5373\u5ea7\u306b\u6b63\u78ba\u306a\u56de\u7b54<\/p><\/th><th><p>\u9867\u5ba2\u6e80\u8db3\u5ea6\u5411\u4e0a<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u901a\u5e38\u306eAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068RAG\u306e\u9055\u3044<\/h3>\n\n\n\n<p>\u901a\u5e38\u306eAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u5b66\u7fd2\u6e08\u307f\u306e\u4e00\u822c\u77e5\u8b58\u306e\u307f\u306b\u57fa\u3065\u3044\u3066\u4e00\u822c\u7684\u306a\u56de\u7b54\u3092\u3059\u308b\u306e\u306b\u5bfe\u3057\u3001RAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306f\u81ea\u793e\u306e\u6700\u65b0\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167\u3057\u3001\u7d44\u7e54\u56fa\u6709\u306e\u6b63\u78ba\u306a\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u6bd4\u8f03\u9805\u76ee<\/strong><\/p><\/th><th><p><strong>\u901a\u5e38\u306eAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/strong><\/p><\/th><th><p><strong>RAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/strong><\/p><\/th><\/tr><tr><th><p><strong>\u60c5\u5831\u6e90<\/strong><\/p><\/th><th><p>\u5b66\u7fd2\u6e08\u307f\u306e\u4e00\u822c\u77e5\u8b58\u306e\u307f<\/p><\/th><th><p>\u81ea\u793e\u306e\u6700\u65b0\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/p><\/th><\/tr><tr><th><p><strong>\u56de\u7b54\u306e\u6b63\u78ba\u6027<\/strong><\/p><\/th><th><p>\u4e00\u822c\u7684\u306a\u56de\u7b54<\/p><\/th><th><p>\u7d44\u7e54\u56fa\u6709\u306e\u6b63\u78ba\u306a\u56de\u7b54<\/p><\/th><\/tr><tr><th><p><strong>\u66f4\u65b0\u983b\u5ea6<\/strong><\/p><\/th><th><p>AI\u30e2\u30c7\u30eb\u306e\u66f4\u65b0\u6642\u306e\u307f<\/p><\/th><th><p>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u66f4\u65b0\u53ef\u80fd<\/p><\/th><\/tr><tr><th><p><strong>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027<\/strong><\/p><\/th><th><p>\u9650\u5b9a\u7684<\/p><\/th><th><p>\u5b8c\u5168\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd<\/p><\/th><\/tr><tr><th><p><strong>\u904b\u7528\u30b3\u30b9\u30c8<\/strong><\/p><\/th><th><p>\u4f4e\u301c\u4e2d<\/p><\/th><th><p>\u4f4e\uff08\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u69cb\u7bc9\uff09<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u5b9f\u73fe\u3067\u304d\u308b\u3053\u3068<\/h3>\n\n\n\n<p>\u5b9f\u969b\u306e\u6d3b\u7528\u30b7\u30fc\u30f3\u3092\u5177\u4f53\u7684\u306b\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u793e\u5185\u898f\u5b9a\u306e\u5373\u5ea7\u78ba\u8a8d\uff1a\u300c\u6709\u7d66\u4f11\u6687\u306e\u7533\u8acb\u65b9\u6cd5\u306f\uff1f\u300d\u2192 \u5c31\u696d\u898f\u5247\u304b\u3089\u6b63\u78ba\u306b\u56de\u7b54<\/li>\n\n\n\n<li>\u6280\u8853\u30b5\u30dd\u30fc\u30c8\uff1a\u300c\u3053\u306e\u30a8\u30e9\u30fc\u306e\u5bfe\u51e6\u6cd5\u306f\uff1f\u300d\u2192 \u6280\u8853\u6587\u66f8\u304b\u3089\u89e3\u6c7a\u7b56\u3092\u63d0\u793a<\/li>\n\n\n\n<li>\u88fd\u54c1\u60c5\u5831\u306e\u63d0\u4f9b\uff1a\u300c\u88fd\u54c1A\u306e\u4ed5\u69d8\u306f\uff1f\u300d\u2192 \u6700\u65b0\u306e\u30ab\u30bf\u30ed\u30b0\u304b\u3089\u60c5\u5831\u3092\u62bd\u51fa<\/li>\n\n\n\n<li>FAQ\u5bfe\u5fdc\u306e\u81ea\u52d5\u5316\uff1a\u3088\u304f\u3042\u308b\u8cea\u554f\u306b24\u6642\u9593365\u65e5\u5bfe\u5fdc<\/li>\n\n\n\n<li>\u65b0\u4eba\u7814\u4fee\u306e\u652f\u63f4\uff1a\u793e\u5185\u30eb\u30fc\u30eb\u3084\u624b\u9806\u3092\u5373\u5ea7\u306b\u6559\u3048\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4eca\u56de\u69cb\u7bc9\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u5168\u4f53\u50cf<\/h3>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"575\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423585-2.png\" alt=\"\" class=\"wp-image-7898\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423585-2.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423585-2-300x144.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423585-2-1024x491.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423585-2-768x368.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><em>\u5b8c\u6210\u3059\u308bRAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/em><\/p>\n\n\n\n<p>\u3053\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u5927\u304d\u304f2\u3064\u306e\u90e8\u5206\u304b\u3089\u69cb\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u77e5\u8b58\u30d9\u30fc\u30b9\u69cb\u7bc9\u90e8\u5206(\u5de6\u5074)<\/strong>\uff1aPDF\u306a\u3069\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3001\u691c\u7d22\u53ef\u80fd\u306a\u5f62\u3067\u4fdd\u5b58<\/li>\n\n\n\n<li><strong>\u30c1\u30e3\u30c3\u30c8\u5fdc\u7b54\u90e8\u5206(\u53f3\u5074)<\/strong>\uff1a\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u3092\u53d7\u3051\u3066\u3001\u77e5\u8b58\u30d9\u30fc\u30b9\u304b\u3089\u9069\u5207\u306a\u56de\u7b54\u3092\u751f\u6210<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u3010\u91cd\u8981\u3011n8n\u30af\u30e9\u30a6\u30c9\u7248\u3068\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u7248\u306e\u6bd4\u8f03\u3068\u672c\u8a18\u4e8b\u306e\u524d\u63d0<\/h3>\n\n\n\n<p>n8n\u306b\u306f2\u3064\u306e\u5229\u7528\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u672c\u8a18\u4e8b\u3067\u306f\u521d\u5fc3\u8005\u306e\u65b9\u3067\u3082\u3059\u3050\u306b\u59cb\u3081\u3089\u308c\u308b<strong>\u30af\u30e9\u30a6\u30c9\u7248<\/strong>\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u5229\u7528\u65b9\u6cd5<\/strong><\/p><\/th><th><p><strong>\u7279\u5fb4<\/strong><\/p><\/th><th><p><strong>\u304a\u3059\u3059\u3081\u5ea6<\/strong><\/p><\/th><th><p><strong>\u6708\u984d\u8cbb\u7528<\/strong><\/p><\/th><\/tr><tr><th><p><strong>\u30af\u30e9\u30a6\u30c9\u7248<\/strong><\/p><\/th><th><p>\u2022 \u30d6\u30e9\u30a6\u30b6\u304b\u3089\u3059\u3050\u306b\u5229\u7528\u53ef\u80fd\u2022 \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u4e0d\u8981\u2022 \u30b5\u30fc\u30d0\u30fc\u7ba1\u7406\u4e0d\u8981\u2022 \u81ea\u52d5\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/p><\/th><th><p>\u2605\u2605\u2605\uff08\u521d\u5fc3\u8005\u5411\u3051\uff09<\/p><\/th><th><p>\u7121\u6599\u301c\uff085\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u307e\u3067\uff09<\/p><\/th><\/tr><tr><th><p><strong>\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u7248\u203b<\/strong><\/p><\/th><th><p>\u2022 \u81ea\u5206\u306ePC\u3084\u30b5\u30fc\u30d0\u30fc\u3067\u904b\u7528\u2022 \u5b8c\u5168\u7121\u6599\u3067\u5229\u7528\u53ef\u80fd\u2022 \u9ad8\u5ea6\u306a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u2022 \u6280\u8853\u77e5\u8b58\u304c\u5fc5\u8981<\/p><\/th><th><p>\u2605\u2605\u2606\uff08\u4e0a\u7d1a\u8005\u5411\u3051\uff09<\/p><\/th><th><p>\u7121\u6599\uff08\u30b5\u30fc\u30d0\u30fc\u4ee3\u306f\u5225\u9014\uff09<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<p><em>\u203b\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u7248\uff1a\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u81ea\u5206\u3067\u30b5\u30fc\u30d0\u30fc\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u7528\u610f\u3057\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u30b5\u30fc\u30d3\u30b9\u3092\u8a2d\u7f6e\u30fb\u904b\u7528\u3059\u308b\u3053\u3068\u3002<\/em><\/p>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u3001\u5b9f\u969b\u306b\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c1\u7ae0\uff5c\u5c0e\u5165\u6e96\u5099\uff1an8n\u30fbGemini API\u306a\u3069RAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u69cb\u7bc9\u306b\u5fc5\u8981\u306a\u30c4\u30fc\u30eb\u3068\u57fa\u790e\u77e5\u8b58<\/h2>\n\n\n\n<p>\u3053\u306e\u7ae0\u3067\u306f\u3001RAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u69cb\u7bc9\u306b\u5fc5\u8981\u306a\u57fa\u790e\u77e5\u8b58\u3068\u3001\u5fc5\u8981\u306a\u30c4\u30fc\u30eb\u306e\u6e96\u5099\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1-1. RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u306e\u4ed5\u7d44\u307f\u30683\u3064\u306e\u52d5\u4f5c\u539f\u7406\u3001\u5c0e\u5165\u30e1\u30ea\u30c3\u30c8\u3092\u5fb9\u5e95\u89e3\u8aac<\/h3>\n\n\n\n<p>\u307e\u305a\u3001RAG\u304c\u3069\u306e\u3088\u3046\u306b\u52d5\u4f5c\u3059\u308b\u304b\u3001\u7c21\u5358\u306b\u7406\u89e3\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">RAG\u306e\u52d5\u4f5c\u539f\u7406<\/h4>\n\n\n\n<p>RAG\u306f\u4ee5\u4e0b\u306e3\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u52d5\u4f5c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u30b9\u30c6\u30c3\u30d7<\/strong><\/p><\/th><th><p><strong>\u51e6\u7406\u5185\u5bb9<\/strong><\/p><\/th><th><p><strong>\u5177\u4f53\u4f8b<\/strong><\/p><\/th><\/tr><tr><th><p><strong>1. \u691c\u7d22\uff08Retrieval\uff09<\/strong><\/p><\/th><th><p>\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u77e5\u8b58\u30d9\u30fc\u30b9\u304b\u3089\u691c\u7d22<\/p><\/th><th><p>\u300c\u6709\u7d66\u4f11\u6687\u300d\u2192 \u5c31\u696d\u898f\u5247\u306e\u8a72\u5f53\u90e8\u5206\u3092\u691c\u7d22<\/p><\/th><\/tr><tr><th><p><strong>2. \u62e1\u5f35\uff08Augmented\uff09<\/strong><\/p><\/th><th><p>\u691c\u7d22\u7d50\u679c\u3092\u8cea\u554f\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u4f5c\u6210<\/p><\/th><th><p>\u8cea\u554f\uff0b\u691c\u7d22\u7d50\u679c\u3092\u7d44\u307f\u5408\u308f\u305b<\/p><\/th><\/tr><tr><th><p><strong>3. \u751f\u6210\uff08Generation\uff09<\/strong><\/p><\/th><th><p>AI\u304c\u62e1\u5f35\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u56de\u7b54\u3092\u751f\u6210<\/p><\/th><th><p>\u81ea\u7136\u306a\u6587\u7ae0\u3067\u56de\u7b54\u3092\u4f5c\u6210<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5f79\u5272<\/h4>\n\n\n\n<p>RAG\u306e\u6838\u5fc3\u306f\u300c\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u300d\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30d9\u30af\u30bf\u30fc\u5316\u306e\u610f\u5473<\/strong><\/p>\n\n\n\n<p>\u30d9\u30af\u30c8\u30eb\u5316\u3068\u306f\u3001\u4eba\u9593\u306e\u8a00\u8449\u3092AI\u304c\u7406\u89e3\u3067\u304d\u308b\u6570\u5024\u8868\u73fe\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u6570\u5024\u8868\u73fe\u3067\u306f\u3001\u4f3c\u305f\u610f\u5473\u306e\u6587\u7ae0\u307b\u3069\u8fd1\u3044\u6570\u5024\u3068\u3057\u3066\u6271\u308f\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3067\u306f\u306a\u304f\u3001\u610f\u5473\u7684\u306a\u691c\u7d22\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u7c21\u5358\u306a\u4f8b<\/strong><\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u300c\u4f11\u6687\u3092\u53d6\u308a\u305f\u3044\u300d\u3068\u300c\u6709\u7d66\u7533\u8acb\u65b9\u6cd5\u300d\u306f\u3001\u4f7f\u308f\u308c\u3066\u3044\u308b\u6587\u5b57\u306f\u9055\u3063\u3066\u3082\u610f\u5473\u304c\u8fd1\u3044\u8cea\u554f\u3067\u3059\u3002\u3053\u308c\u3089\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3059\u308b\u3068\u3001\u8fd1\u3044\u6570\u5024\u3068\u306a\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u95a2\u9023\u6027\u304c\u9ad8\u3044\u3068\u5224\u65ad\u3057\u3066\u9069\u5207\u306a\u60c5\u5831\u3092\u691c\u7d22\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1-2. \u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u3068\u5fc5\u8981\u306a\u3082\u306e\u306e\u78ba\u8a8d<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">\u5fc5\u8981\u306a\u30c4\u30fc\u30eb\u3068\u8cbb\u7528<\/h4>\n\n\n\n<p>\u3053\u306eRAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u4e3b\u306b\u4ee5\u4e0b\u306e\u30c4\u30fc\u30eb\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u5fc5\u8981\u306a\u3082\u306e<\/strong><\/p><\/th><th><p><strong>\u7528\u9014<\/strong><\/p><\/th><th><p><strong>\u8cbb\u7528<\/strong><\/p><\/th><\/tr><tr><th><p><strong>n8n\u30a2\u30ab\u30a6\u30f3\u30c8<\/strong><\/p><\/th><th><p>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/p><\/th><th><p>\u7121\u6599\u301c<\/p><\/th><\/tr><tr><th><p><strong>Gemini API<\/strong><\/p><\/th><th><p>AI\u51e6\u7406\u3068\u30d9\u30af\u30bf\u30fc\u5316<\/p><\/th><th><p>\u7121\u6599\u67a0\u3042\u308a\uff08\u5f93\u91cf\u8ab2\u91d1\uff09<\/p><\/th><\/tr><tr><th><p><strong>PDF\u30b5\u30f3\u30d7\u30eb<\/strong><\/p><\/th><th><p>\u30c6\u30b9\u30c8\u7528\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/p><\/th><th><p>\u7121\u6599\uff08\u672c\u8a18\u4e8b\u5185\u3067\u63d0\u4f9b\uff09<\/p><\/th><\/tr><tr><th><p><strong>\u30d6\u30e9\u30a6\u30b6<\/strong><\/p><\/th><th><p>\u4f5c\u696d\u74b0\u5883<\/p><\/th><th><p>\u7121\u6599<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<p>\u51fa\u5178\uff1a<a href=\"https:\/\/n8n.io\/pricing\/\">n8n Plans and Pricing &#8211; n8n.io<\/a>\u3001<a href=\"https:\/\/ai.google.dev\/gemini-api\/docs\/pricing?hl=ja\">Gemini Developer API \u306e\u6599\u91d1<\/a><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u30b7\u30b9\u30c6\u30e0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/h4>\n\n\n\n<p>\u69cb\u7bc9\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u6280\u8853\u69cb\u6210\u3092\u7406\u89e3\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/strong><\/p><\/th><th><p><strong>\u30ce\u30fc\u30c9\u540d<\/strong><\/p><\/th><th><p><strong>\u5f79\u5272<\/strong><\/p><\/th><\/tr><tr><th><p><strong>\u30c7\u30fc\u30bf\u5165\u529b<\/strong><\/p><\/th><th><p>n8n Form<\/p><\/th><th><p>\u30d5\u30a1\u30a4\u30eb\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<\/p><\/th><\/tr><tr><th><p><strong>\u30c7\u30fc\u30bf\u51e6\u7406<\/strong><\/p><\/th><th><p>Default Data Loader<\/p><\/th><th><p>PDF\u304b\u3089\u30c6\u30ad\u30b9\u30c8\u62bd\u51fa<\/p><\/th><\/tr><tr><th><p><strong>\u30d9\u30af\u30bf\u30fc\u5316<\/strong><\/p><\/th><th><p>Embeddings Google Gemini<\/p><\/th><th><p>\u30c6\u30ad\u30b9\u30c8\u3092\u6570\u5024\u5316<\/p><\/th><\/tr><tr><th><p><strong>\u30c7\u30fc\u30bf\u4fdd\u5b58<\/strong><\/p><\/th><th><p>Simple Vector Store\uff08\u4fdd\u5b58\u7528\uff09<\/p><\/th><th><p>\u30d9\u30af\u30bf\u30fcDB<\/p><\/th><\/tr><tr><th><p><strong>\u30c1\u30e3\u30c3\u30c8<\/strong><\/p><\/th><th><p>Chat Trigger<\/p><\/th><th><p>\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/p><\/th><\/tr><tr><th><p><strong>AI\u51e6\u7406<\/strong><\/p><\/th><th><p>AI Agent + Gemini Chat Model<\/p><\/th><th><p>\u56de\u7b54\u751f\u6210<\/p><\/th><\/tr><tr><th><p><strong>\u691c\u7d22<\/strong><\/p><\/th><th><p>Simple Vector Store\uff08\u691c\u7d22\u7528\uff09<\/p><\/th><th><p>\u77e5\u8b58\u30d9\u30fc\u30b9\u691c\u7d22<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/docs.n8n.io\/integrations\/builtin\/node-types\/\">Node types | n8n Docs<\/a><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e8b\u524d\u78ba\u8a8d\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8<\/h4>\n\n\n\n<p>\u4f5c\u696d\u3092\u59cb\u3081\u308b\u524d\u306b\u3001\u4ee5\u4e0b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>n8n\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u6e08\u307f\uff08\u307e\u305f\u306f\u4f5c\u6210\u53ef\u80fd\uff09<\/li>\n\n\n\n<li>Google\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u6301\u3063\u3066\u3044\u308b\uff08Gemini API\u7528\uff09<\/li>\n\n\n\n<li>\u4f5c\u696d\u7528PC\u3067\u30d6\u30e9\u30a6\u30b6\u304c\u4f7f\u3048\u308b<\/li>\n\n\n\n<li>\u4f5c\u696d\u6642\u9593\u3092\u78ba\u4fdd\u3057\u3066\u3044\u308b<\/li>\n\n\n\n<li>\u30c6\u30b9\u30c8\u7528\u306ePDF\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u610f\uff08\u307e\u305f\u306f\u672c\u8a18\u4e8b\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u4f7f\u7528\uff09<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">1-3. \u3010\u624b\u9806\u89e3\u8aac\u3011Google Gemini API\u30ad\u30fc\u306e\u53d6\u5f97\u65b9\u6cd5\u3068n8n\u3078\u306e\u5b89\u5168\u306a\u8a2d\u5b9a<\/h3>\n\n\n\n<p>AI\u30a8\u30f3\u30b8\u30f3\u3068\u3057\u3066\u4f7f\u7528\u3059\u308bGoogle Gemini\u306e API\u30ad\u30fc\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Google AI Studio\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/strong><\/li>\n\n\n\n<li><a href=\"https:\/\/aistudio.google.com\/app\/apikey\">Google AI Studio<\/a>\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n<li>Google\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u30ed\u30b0\u30a4\u30f3\uff08\u672a\u30ed\u30b0\u30a4\u30f3\u306e\u5834\u5408\uff09<\/li>\n\n\n\n<li><strong>API\u30ad\u30fc\u306e\u4f5c\u6210<\/strong><\/li>\n\n\n\n<li>\u300cAPI\u30ad\u30fc\u3092\u4f5c\u6210\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9078\u629e\uff08\u65b0\u898f\u4f5c\u6210\u307e\u305f\u306f\u65e2\u5b58\u3092\u9078\u629e\uff09<\/li>\n\n\n\n<li>API\u30ad\u30fc\u304c\u751f\u6210\u3055\u308c\u308b<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"548\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423586-3.png\" alt=\"\" class=\"wp-image-7881\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423586-3.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423586-3-300x137.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423586-3-1024x468.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423586-3-768x351.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4e0a\u306e\u6ce8\u610f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>API\u30ad\u30fc\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3068\u540c\u69d8\u306b\u91cd\u8981<\/li>\n\n\n\n<li>\u4ed6\u4eba\u306b\u77e5\u3089\u308c\u306a\u3044\u3088\u3046\u53b3\u91cd\u306b\u7ba1\u7406<\/li>\n\n\n\n<li>GitHub\u306a\u3069\u306b\u8aa4\u3063\u3066\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u306a\u3044<\/li>\n\n\n\n<li>\u5b89\u5168\u306a\u5834\u6240\uff08\u30d1\u30b9\u30ef\u30fc\u30c9\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u7b49\uff09\u306b\u4fdd\u7ba1<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">1-4.\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u306e\u6e96\u5099<\/h3>\n\n\n\n<p>\u30c6\u30b9\u30c8\u7528\u3068\u3057\u3066\u3001\u67b6\u7a7a\u306e\u5c31\u696d\u898f\u5247PDF\u3092\u7528\u610f\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>[ \u30b5\u30f3\u30d7\u30eb\u5c31\u696d\u898f\u5247PDF\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9]<\/p>\n\n\n\n<p><strong>\u30b5\u30f3\u30d7\u30eb\u306b\u542b\u307e\u308c\u308b\u5185\u5bb9<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u52e4\u52d9\u6642\u9593\u30fb\u4f11\u6687\u5236\u5ea6<\/li>\n\n\n\n<li>\u7d66\u4e0e\u30fb\u8cde\u4e0e\u898f\u5b9a<\/li>\n\n\n\n<li>\u798f\u5229\u539a\u751f<\/li>\n\n\n\n<li>\u5404\u7a2e\u7533\u8acb\u624b\u7d9a\u304d<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3067\u6e96\u5099\u306f\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u7ae0\u3067\u5b9f\u969b\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c2\u7ae0\uff5c\u5b9f\u8df5\u7de8\uff1an8n\u3067RAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u69cb\u7bc9\u3059\u308b\u5168\u30b9\u30c6\u30c3\u30d7(\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5b9f\u88c5)<\/h2>\n\n\n\n<p>\u3053\u306e\u7ae0\u3067\u306f\u3001\u5b9f\u969b\u306bn8n\u3067RAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>9\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u5b8c\u6210\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u521d\u671f\u8a2d\u5b9a\uff1an8n\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306e\u6e96\u5099<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><a href=\"https:\/\/n8n.io\">n8n.io<\/a>\u306b\u30ed\u30b0\u30a4\u30f3<\/li>\n\n\n\n<li>Overview\u753b\u9762\u3067\u300cCreate Workflow\u300d\u3092\u30af\u30ea\u30c3\u30af<\/li>\n\n\n\n<li>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u540d\u3092\u300cRAG Chat Bot\u300d\u7b49\u306e\u5206\u304b\u308a\u3084\u3059\u3044\u540d\u79f0\u306b\u5909\u66f4<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"551\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423588-4.png\" alt=\"\" class=\"wp-image-7877\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423588-4.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423588-4-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423588-4-1024x470.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423588-4-768x353.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><em>\u65b0\u3057\u3044\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">STEP1\uff5c\u30c7\u30fc\u30bf\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u30d5\u30a9\u30fc\u30e0\u306e\u8a2d\u5b9a<\/h3>\n\n\n\n<p>\u6700\u521d\u306b\u3001PDF\u306a\u3069\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u305f\u3081\u306e\u30d5\u30a9\u30fc\u30e0\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30d5\u30a9\u30fc\u30e0\u30ce\u30fc\u30c9\u306e\u8ffd\u52a0<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Add first step \u3092\u30af\u30ea\u30c3\u30af<\/li>\n\n\n\n<li>\u691c\u7d22\u7a93\u306b n8n Form \u3068\u5165\u529b<\/li>\n\n\n\n<li>On n8n Form submission \u3092\u9078\u629e<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"551\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423589-5.png\" alt=\"\" class=\"wp-image-7879\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423589-5.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423589-5-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423589-5-1024x470.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423589-5-768x353.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"551\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423590-6.png\" alt=\"\" class=\"wp-image-7878\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423590-6.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423590-6-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423590-6-1024x470.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423590-6-768x353.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><em>n8n Form\u30ce\u30fc\u30c9\u3092\u8ffd\u52a0<\/em><\/p>\n\n\n\n<p><strong>\u30d5\u30a9\u30fc\u30e0\u306e\u8a73\u7d30\u8a2d\u5b9a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u8a2d\u5b9a\u9805\u76ee<\/strong><\/p><\/th><th><p><strong>\u8a2d\u5b9a\u5024<\/strong><\/p><\/th><th><p><strong>\u8aac\u660e<\/strong><\/p><\/th><\/tr><tr><th><p><strong>Form Title<\/strong><\/p><\/th><th><p>\u4fdd\u5b58\u3057\u305f\u3044\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<\/p><\/th><th><p>\u30d5\u30a9\u30fc\u30e0\u306e\u30bf\u30a4\u30c8\u30eb<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"551\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423590-7.png\" alt=\"\" class=\"wp-image-7895\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423590-7.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423590-7-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423590-7-1024x470.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423590-7-768x353.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u30d5\u30a9\u30fc\u30e0\u8981\u7d20\u306e\u8ffd\u52a0<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Add Form Element \u3092\u30af\u30ea\u30c3\u30af<\/li>\n\n\n\n<li>\u4ee5\u4e0b\u306e\u8a2d\u5b9a\u3092\u884c\u3046<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u8a2d\u5b9a\u9805\u76ee<\/strong><\/p><\/th><th><p><strong>\u8a2d\u5b9a\u5024<\/strong><\/p><\/th><\/tr><tr><th><p><strong>Field Name<\/strong><\/p><\/th><th><p>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u60c5\u5831\u3092\u6307\u5b9a<\/p><\/th><\/tr><tr><th><p><strong>Element Type<\/strong><\/p><\/th><th><p>File<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"551\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423591-8.png\" alt=\"\" class=\"wp-image-7882\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423591-8.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423591-8-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423591-8-1024x470.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423591-8-768x353.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Back to canvas \u3067\u30ad\u30e3\u30f3\u30d0\u30b9\u306b\u623b\u308b<\/li>\n\n\n\n<li>Execute workflow\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u7528\u30d5\u30a9\u30fc\u30e0\u304c\u8868\u793a\u3055\u308c\u308b\u3053\u3068\u3092\u78ba\u8a8d<\/li>\n\n\n\n<li>\u30ad\u30e3\u30f3\u30d0\u30b9\u306b\u623b\u308a\u3001Save \u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u4fdd\u5b58<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"551\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423592-9.png\" alt=\"\" class=\"wp-image-7880\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423592-9.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423592-9-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423592-9-1024x470.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423592-9-768x353.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">STEP2\uff5cSimple Vector Store\u3067\u77e5\u8b58\u30d9\u30fc\u30b9\u3068\u306a\u308b\u30c7\u30fc\u30bf\u4fdd\u5b58\u5eab\uff08\u30d9\u30af\u30bf\u30fc\u30b9\u30c8\u30a2\uff09\u3092\u69cb\u7bc9<\/h3>\n\n\n\n<p>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u300c\u77e5\u8b58\u30d9\u30fc\u30b9\u300d\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Simple Vector Store\u30ce\u30fc\u30c9\u306e\u8ffd\u52a0<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>n8n Form\u30ce\u30fc\u30c9\u306e\u53f3\u5074\u306e\u300c\uff0b\u300d\u3092\u30af\u30ea\u30c3\u30af<\/li>\n\n\n\n<li>\u300cSimple Vector Store\u300d\u3092\u691c\u7d22<\/li>\n\n\n\n<li>\u300cAdd documents to vector store\u300d\u3092\u9078\u629e<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"550\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423593-10.png\" alt=\"\" class=\"wp-image-7891\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423593-10.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423593-10-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423593-10-1024x469.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423593-10-768x352.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"550\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423594-11.png\" alt=\"\" class=\"wp-image-7886\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423594-11.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423594-11-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423594-11-1024x469.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423594-11-768x352.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><em>\u30c7\u30fc\u30bf\u4fdd\u5b58\u7528\u306e\u30d9\u30af\u30bf\u30fc\u30b9\u30c8\u30a2\u3092\u8ffd\u52a0<\/em><\/p>\n\n\n\n<p><strong>\u30d9\u30af\u30bf\u30fc\u30b9\u30c8\u30a2\u306e\u8a2d\u5b9a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u8a2d\u5b9a\u9805\u76ee<\/strong><\/p><\/th><th><p><strong>\u8a2d\u5b9a\u5024<\/strong><\/p><\/th><th><p><strong>\u8aac\u660e<\/strong><\/p><\/th><\/tr><tr><th><p><strong>Operation Mode<\/strong><\/p><\/th><th><p>Insert Documents<\/p><\/th><th><p>\u30c7\u30fc\u30bf\u4fdd\u5b58\u30e2\u30fc\u30c9<\/p><\/th><\/tr><tr><th><p><strong>Clear Store<\/strong><\/p><\/th><th><p>OFF\uff08\u901a\u5e38\u6642\uff09<\/p><\/th><th><p>\u65e2\u5b58\u30c7\u30fc\u30bf\u3092\u4fdd\u6301<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<p><strong>Clear Store\u306b\u3064\u3044\u3066<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ON\u306b\u3059\u308b\u3068\u65e2\u5b58\u30c7\u30fc\u30bf\u3092\u3059\u3079\u3066\u524a\u9664<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u3092\u30ea\u30bb\u30c3\u30c8\u3057\u305f\u3044\u6642\u306e\u307fON\u306b<\/li>\n\n\n\n<li>\u901a\u5e38\u306fOFF\u3067\u904b\u7528<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"550\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423595-12.png\" alt=\"\" class=\"wp-image-7885\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423595-12.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423595-12-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423595-12-1024x469.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423595-12-768x352.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">STEP3\uff5c\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u306e\u30c6\u30ad\u30b9\u30c8\u62bd\u51fa\u8a2d\u5b9a<\/h3>\n\n\n\n<p>PDF\u306a\u3069\u306e\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u3001AI\u304c\u8aad\u3081\u308b\u30c6\u30ad\u30b9\u30c8\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Default Data Loader\u306e\u8ffd\u52a0<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Simple Vector Store\u30ce\u30fc\u30c9\u306e\u300cDocument\u300d\u90e8\u5206\u3092\u30af\u30ea\u30c3\u30af<\/li>\n\n\n\n<li>\u300cDefault Data Loader\u300d\u3092\u9078\u629e<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"550\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423596-13.png\" alt=\"\" class=\"wp-image-7887\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423596-13.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423596-13-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423596-13-1024x469.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423596-13-768x352.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><em>\u30d5\u30a1\u30a4\u30eb\u51e6\u7406\u7528\u306e\u30ed\u30fc\u30c0\u30fc\u3092\u8ffd\u52a0<\/em><\/p>\n\n\n\n<p><strong>\u30c7\u30fc\u30bf\u30ed\u30fc\u30c0\u30fc\u306e\u8a2d\u5b9a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u8a2d\u5b9a\u9805\u76ee<\/strong><\/p><\/th><th><p><strong>\u8a2d\u5b9a\u5024<\/strong><\/p><\/th><th><p><strong>\u8aac\u660e<\/strong><\/p><\/th><\/tr><tr><th><p><strong>Type of Data<\/strong><\/p><\/th><th><p>Binary<\/p><\/th><th><p>\u30d0\u30a4\u30ca\u30ea\u30d5\u30a1\u30a4\u30eb\u51e6\u7406<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"550\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423597-14.png\" alt=\"\" class=\"wp-image-7883\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423597-14.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423597-14-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423597-14-1024x469.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423597-14-768x352.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u8a2d\u5b9a\u3067\u304d\u305f\u3089Back to canvas \u3067\u30ad\u30e3\u30f3\u30d0\u30b9\u306b\u623b\u308a\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">STEP4\uff5cEmbeddings Google Gemini\u3067\u62bd\u51fa\u30c6\u30ad\u30b9\u30c8\u3092AI\u304c\u7406\u89e3\u3067\u304d\u308b\u30d9\u30af\u30bf\u30fc\u5f62\u5f0f\u306b\u5909\u63db<\/h3>\n\n\n\n<p>\u62bd\u51fa\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u3092AI\u304c\u7406\u89e3\u3067\u304d\u308b\u30d9\u30af\u30bf\u30fc\u5f62\u5f0f\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Embeddings Google Gemini\u306e\u8ffd\u52a0<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Simple Vector Store\u30ce\u30fc\u30c9\u306e\u300cEmbedding\u300d\u90e8\u5206\u3092\u30af\u30ea\u30c3\u30af<\/li>\n\n\n\n<li>\u300cEmbeddings Google Gemini\u300d\u3092\u9078\u629e<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"551\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423598-15.png\" alt=\"\" class=\"wp-image-7902\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423598-15.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423598-15-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423598-15-1024x470.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423598-15-768x353.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Gemini\u8a8d\u8a3c\u8a2d\u5b9a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u300cCredential to connect with\u300d\u3067\u300cCreate new credential\u300d\u3092\u30af\u30ea\u30c3\u30af<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"551\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423599-16.png\" alt=\"\" class=\"wp-image-7892\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423599-16.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423599-16-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423599-16-1024x470.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423599-16-768x353.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7b2c1\u7ae0\u3067\u53d6\u5f97\u3057\u305fAPI\u30ad\u30fc\u3092\u30da\u30fc\u30b9\u30c8<\/li>\n\n\n\n<li>\u300cSave\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u4fdd\u5b58<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"551\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423600-17.png\" alt=\"\" class=\"wp-image-7884\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423600-17.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423600-17-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423600-17-1024x470.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423600-17-768x353.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u300cBack to canvas\u300d\u3067\u30ad\u30e3\u30f3\u30d0\u30b9\u306b\u623b\u308b<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"551\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423601-18.png\" alt=\"\" class=\"wp-image-7889\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423601-18.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423601-18-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423601-18-1024x470.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423601-18-768x353.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">STEP5\uff5c\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<\/h3>\n\n\n\n<p>\u3053\u3053\u3067\u4e00\u5ea6\u3001\u5b9f\u969b\u306b\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30c7\u30fc\u30bf\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u624b\u9806<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Save\u3067\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4fdd\u5b58<\/li>\n\n\n\n<li>Execute workflow\u3092\u30af\u30ea\u30c3\u30af<\/li>\n\n\n\n<li>\u8868\u793a\u3055\u308c\u308b\u30d5\u30a9\u30fc\u30e0\u3067PDF\u30d5\u30a1\u30a4\u30eb\u3092\u9078\u629e<\/li>\n\n\n\n<li>Submit\u3092\u30af\u30ea\u30c3\u30af<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"551\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423602-19.png\" alt=\"\" class=\"wp-image-7894\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423602-19.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423602-19-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423602-19-1024x470.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423602-19-768x353.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"553\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423603-20.png\" alt=\"\" class=\"wp-image-7900\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423603-20.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423603-20-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423603-20-1024x472.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423603-20-768x354.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><em>\u30b5\u30f3\u30d7\u30ebPDF\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<\/em><\/p>\n\n\n\n<p><strong>\u51e6\u7406\u306e\u6d41\u308c<\/strong><\/p>\n\n\n\n<p>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u5f8c\u3001\u4ee5\u4e0b\u306e\u51e6\u7406\u304c\u81ea\u52d5\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>PDF\u306e\u53d7\u4fe1: \u30d5\u30a9\u30fc\u30e0\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u53d7\u3051\u53d6\u308b<\/li>\n\n\n\n<li>\u30c6\u30ad\u30b9\u30c8\u62bd\u51fa: Default Data Loader\u3067PDF\u304b\u3089\u30c6\u30ad\u30b9\u30c8\u3092\u62bd\u51fa<\/li>\n\n\n\n<li>\u30d9\u30af\u30bf\u30fc\u5316: Gemini\u3067\u30c6\u30ad\u30b9\u30c8\u3092\u30d9\u30af\u30bf\u30fc\u306b\u5909\u63db<\/li>\n\n\n\n<li>\u4fdd\u5b58: Simple Vector Store\u306b\u4fdd\u5b58<\/li>\n<\/ol>\n\n\n\n<p><strong>\u6210\u529f\u306e\u78ba\u8a8d<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5404\u30ce\u30fc\u30c9\u304c\u7dd1\u8272\u306b\u306a\u308b<\/li>\n\n\n\n<li>\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u8868\u793a\u3055\u308c\u306a\u3044<\/li>\n\n\n\n<li>\u753b\u9762\u53f3\u4e0b\u306b\u300cExecution successful\u300d\u3068\u8868\u793a\u3055\u308c\u308b<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"553\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423604-21.png\" alt=\"\" class=\"wp-image-7890\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423604-21.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423604-21-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423604-21-1024x472.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423604-21-768x354.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">STEP6\uff5c\u30c1\u30e3\u30c3\u30c8\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8a2d\u5b9a<\/h3>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u304c\u8cea\u554f\u3092\u5165\u529b\u3059\u308b\u30c1\u30e3\u30c3\u30c8\u90e8\u5206\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Chat Trigger\u306e\u8ffd\u52a0<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30ad\u30e3\u30f3\u30d0\u30b9\u306e\u53f3\u5074\u306b\u3042\u308b\u300c\uff0b\u300d\u3092\u30af\u30ea\u30c3\u30af<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"547\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423606-22.png\" alt=\"\" class=\"wp-image-7904\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423606-22.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423606-22-300x137.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423606-22-1024x467.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423606-22-768x350.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u300cChat Trigger\u300d\u3092\u691c\u7d22\u3057\u3066\u8ffd\u52a0<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"547\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423607-23.png\" alt=\"\" class=\"wp-image-7903\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423607-23.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423607-23-300x137.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423607-23-1024x467.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423607-23-768x350.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>AI Agent\u306e\u8ffd\u52a0<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Chat Trigger\u30ce\u30fc\u30c9\u306e\u53f3\u5074\u306e\u300c\uff0b\u300d\u3092\u30af\u30ea\u30c3\u30af<\/li>\n\n\n\n<li>\u300cAI Agent\u300d\u3092\u691c\u7d22\u3057\u3066\u8ffd\u52a0<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"547\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423608-24.png\" alt=\"\" class=\"wp-image-7905\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423608-24.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423608-24-300x137.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423608-24-1024x467.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423608-24-768x350.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Google Gemini Chat Model\u306e\u8ffd\u52a0<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>AI Agent\u30ce\u30fc\u30c9\u304b\u3089\u5206\u5c90\u3059\u308b\u300cChat Model\u300d\u306e\u300c\uff0b\u300d\u3092\u30af\u30ea\u30c3\u30af<\/li>\n\n\n\n<li>\u300cGoogle Gemini Chat Model\u300d\u3092\u8ffd\u52a0<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"548\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423610-25.png\" alt=\"\" class=\"wp-image-7893\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423610-25.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423610-25-300x137.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423610-25-1024x468.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423610-25-768x351.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"548\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423611-26.png\" alt=\"\" class=\"wp-image-7896\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423611-26.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423611-26-300x137.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423611-26-1024x468.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423611-26-768x351.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><em>\u30ad\u30e3\u30f3\u30d0\u30b9\u306b\u623b\u3063\u305f\u3089Save\u3057\u307e\u3057\u3087\u3046<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">STEP7\uff5c\u691c\u7d22\u7528\u30d9\u30af\u30bf\u30fc\u30b9\u30c8\u30a2\u306e\u8ffd\u52a0<\/h3>\n\n\n\n<p>\u77e5\u8b58\u30d9\u30fc\u30b9\u304b\u3089\u60c5\u5831\u3092\u691c\u7d22\u3059\u308b\u305f\u3081\u306e\u8a2d\u5b9a\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u691c\u7d22\u7528Simple Vector Store\u306e\u8ffd\u52a0<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>AI Agent\u30ce\u30fc\u30c9\u304b\u3089\u5206\u5c90\u3059\u308b\u300cTool\u300d\u306e\u300c\uff0b\u300d\u3092\u30af\u30ea\u30c3\u30af<\/li>\n\n\n\n<li>\u300cSimple Vector Store\u300d\u3092\u691c\u7d22\u3057\u3001\u9078\u629e<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"550\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423613-27.png\" alt=\"\" class=\"wp-image-7906\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423613-27.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423613-27-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423613-27-1024x469.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423613-27-768x352.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u691c\u7d22\u7528\u30b9\u30c8\u30a2\u306e\u8a2d\u5b9a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u8a2d\u5b9a\u9805\u76ee<\/strong><\/p><\/th><th><p><strong>\u8a2d\u5b9a\u5024<\/strong><\/p><\/th><th><p><strong>\u8aac\u660e<\/strong><\/p><\/th><\/tr><tr><th><p><strong>Operation Mode<\/strong><\/p><\/th><th><p>Retrieve Documents \uff08As Tool for AI Agent\uff09<\/p><\/th><th><p>\u691c\u7d22\u30e2\u30fc\u30c9<\/p><\/th><\/tr><tr><th><p><strong>Description<\/strong><\/p><\/th><th><p>\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u30ca\u30ec\u30c3\u30b8\u3092\u4f7f\u7528\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u8cea\u554f\u306b\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p><\/th><th><p>AI\u5411\u3051\u306e\u8aac\u660e<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"550\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423614-28.png\" alt=\"\" class=\"wp-image-7899\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423614-28.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423614-28-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423614-28-1024x469.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423614-28-768x352.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"550\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423615-29.png\" alt=\"\" class=\"wp-image-7888\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423615-29.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423615-29-300x138.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423615-29-1024x469.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423615-29-768x352.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">STEP8\uff5c\u30af\u30a8\u30ea\u306e\u30d9\u30af\u30bf\u30fc\u5316\u8a2d\u5b9a<\/h3>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u3092\u30d9\u30af\u30bf\u30fc\u5316\u3057\u3066\u3001\u77e5\u8b58\u30d9\u30fc\u30b9\u3068\u7167\u5408\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Embedding\u306e\u63a5\u7d9a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u691c\u7d22\u7528Simple Vector Store\u3068\u65e2\u5b58\u306eEmbeddings Google Gemini\u3092\u63a5\u7d9a(\u30c9\u30e9\u30c3\u30b0&amp;\u30c9\u30ed\u30c3\u30d7\u3067\u7dda\u3092\u5f15\u304f)<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"426\" height=\"240\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423617-30.gif\" alt=\"\" class=\"wp-image-7908\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><em>\u30d9\u30af\u30bf\u30fc\u5316\u30ce\u30fc\u30c9\u3092\u691c\u7d22\u51e6\u7406\u306b\u63a5\u7d9a<\/em><\/p>\n\n\n\n<p><strong>\u63a5\u7d9a\u306e\u610f\u5473<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u6587 \u2192 \u30d9\u30af\u30bf\u30fc\u5316 \u2192 \u77e5\u8b58\u30d9\u30fc\u30b9\u3068\u7167\u5408<\/li>\n\n\n\n<li>\u540c\u3058\u30d9\u30af\u30bf\u30fc\u5316\u65b9\u5f0f\u3092\u4f7f\u3046\u3053\u3068\u3067\u7cbe\u5ea6\u5411\u4e0a<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">STEP9\uff5c\u5b8c\u6210\u3057\u305fRAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u30c6\u30b9\u30c8\u3057\u3001\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u6b63\u78ba\u306a\u56de\u7b54\u3092\u78ba\u8a8d<\/h3>\n\n\n\n<p>\u5b8c\u6210\u3057\u305fRAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30c1\u30e3\u30c3\u30c8\u306e\u8d77\u52d5<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Save\u3067\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4fdd\u5b58<\/li>\n\n\n\n<li>Execute workflow\u6a2a\u306eOpen chat\u3092\u30af\u30ea\u30c3\u30af<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"548\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423631-31.png\" alt=\"\" class=\"wp-image-7907\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423631-31.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423631-31-300x137.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423631-31-1024x468.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423631-31-768x351.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u753b\u9762\u4e0b\u90e8\u306b\u30c1\u30e3\u30c3\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u304c\u8868\u793a\u3055\u308c\u308b<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"548\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423633-32.png\" alt=\"\" class=\"wp-image-7897\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423633-32.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423633-32-300x137.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423633-32-1024x468.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423633-32-768x351.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><em>\u30c1\u30e3\u30c3\u30c8\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u8d77\u52d5<\/em><\/p>\n\n\n\n<p><strong>\u30c6\u30b9\u30c8\u8cea\u554f\u306e\u4f8b<\/strong><\/p>\n\n\n\n<p>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u57fa\u3065\u3044\u3066\u8cea\u554f\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u8cea\u554f\u4f8b<\/strong><\/p><\/th><th><p><strong>\u671f\u5f85\u3055\u308c\u308b\u56de\u7b54<\/strong><\/p><\/th><\/tr><tr><th><p>\u300c\u5c31\u696d\u6642\u9593\u306f\u4f55\u6642\u304b\u3089\u4f55\u6642\u307e\u3067\u3067\u3059\u304b\uff1f\u300d<\/p><\/th><th><p>\u5c31\u696d\u898f\u5247\u304b\u3089\u52e4\u52d9\u6642\u9593\u3092\u56de\u7b54<\/p><\/th><\/tr><tr><th><p>\u300c\u6709\u7d66\u4f11\u6687\u306f\u4f55\u65e5\u3042\u308a\u307e\u3059\u304b\uff1f\u300d<\/p><\/th><th><p>\u6709\u7d66\u4f11\u6687\u306e\u65e5\u6570\u3068\u53d6\u5f97\u6761\u4ef6<\/p><\/th><\/tr><tr><th><p>\u300c\u6b8b\u696d\u624b\u5f53\u306e\u8a08\u7b97\u65b9\u6cd5\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u300d<\/p><\/th><th><p>\u7d66\u4e0e\u898f\u5b9a\u304b\u3089\u6b8b\u696d\u624b\u5f53\u3092\u8aac\u660e<\/p><\/th><\/tr><tr><th><p>\u300c\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u306f\u53ef\u80fd\u3067\u3059\u304b\uff1f\u300d<\/p><\/th><th><p>\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u898f\u5b9a\u3092\u56de\u7b54<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<p><strong>\u52d5\u4f5c\u78ba\u8a8d\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8cea\u554f\u3092\u5165\u529b\u3059\u308b\u3068\u56de\u7b54\u304c\u8fd4\u3063\u3066\u304f\u308b<\/li>\n\n\n\n<li>\u56de\u7b54\u304c\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u57fa\u3065\u3044\u3066\u3044\u308b<\/li>\n\n\n\n<li>\u95a2\u4fc2\u306a\u3044\u8cea\u554f\u306b\u306f\u300c\u60c5\u5831\u304c\u306a\u3044\u300d\u3068\u56de\u7b54\u3059\u308b<\/li>\n\n\n\n<li>\u56de\u7b54\u304c\u81ea\u7136\u306a\u65e5\u672c\u8a9e\u306b\u306a\u3063\u3066\u3044\u308b<\/li>\n\n\n\n<li>\u5fdc\u7b54\u901f\u5ea6\u304c5\u79d2\u4ee5\u5185<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"547\" src=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423635-33.png\" alt=\"\" class=\"wp-image-7901\" srcset=\"https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423635-33.png 1200w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423635-33-300x137.png 300w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423635-33-1024x467.png 1024w, https:\/\/twostone-s.com\/columns\/wp-content\/uploads\/2026\/01\/docx-image-1768364423635-33-768x350.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c3\u7ae0\uff5cRAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u5b9f\u8df5\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u30fb\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u57fa\u672c\u7684\u306aRAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u5b8c\u6210\u3057\u305f\u3089\u3001\u5b9f\u969b\u306e\u696d\u52d9\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3-1. \u3088\u304f\u3042\u308b\u30c8\u30e9\u30d6\u30eb\u3068\u89e3\u6c7a\u65b9\u6cd5<\/h3>\n\n\n\n<p>\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u6642\u306b\u767a\u751f\u3057\u3084\u3059\u3044\u554f\u984c\u3068\u5bfe\u51e6\u6cd5\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><strong>\u30a8\u30e9\u30fc\u5bfe\u51e6\u8868<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u554f\u984c<\/strong><\/p><\/th><th><p><strong>\u539f\u56e0<\/strong><\/p><\/th><th><p><strong>\u89e3\u6c7a\u65b9\u6cd5<\/strong><\/p><\/th><th><p><strong>\u4e88\u9632\u7b56<\/strong><\/p><\/th><\/tr><tr><th><p><strong>\u30d5\u30a1\u30a4\u30eb\u304c\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3067\u304d\u306a\u3044<\/strong><\/p><\/th><th><p>\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u306e\u554f\u984c<\/p><\/th><th><p>PDF\u306b\u5909\u63db\u3057\u3066\u518d\u8a66\u884c<\/p><\/th><th><p>\u5bfe\u5fdc\u5f62\u5f0f\u3092\u660e\u8a18<\/p><\/th><\/tr><tr><th><p><strong>\u56de\u7b54\u304c\u7684\u5916\u308c<\/strong><\/p><\/th><th><p>\u30d9\u30af\u30bf\u30fc\u5316\u306e\u4e0d\u4e00\u81f4<\/p><\/th><th><p>Clean Store\u3092ON\u306b\u3057\u3066\u518d\u767b\u9332<\/p><\/th><th><p>\u5b9a\u671f\u7684\u306a\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9<\/p><\/th><\/tr><tr><th><p><strong>\u300c\u60c5\u5831\u304c\u3042\u308a\u307e\u305b\u3093\u300d\u3070\u304b\u308a<\/strong><\/p><\/th><th><p>\u691c\u7d22\u7cbe\u5ea6\u304c\u4f4e\u3044<\/p><\/th><th><p>Top K\u30925\u306b\u5897\u3084\u3059<\/p><\/th><th><p>\u30c1\u30e3\u30f3\u30af\u30b5\u30a4\u30ba\u8abf\u6574<\/p><\/th><\/tr><tr><th><p><strong>\u51e6\u7406\u304c\u9045\u3044<\/strong><\/p><\/th><th><p>\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u3059\u304e\u308b<\/p><\/th><th><p>\u4e0d\u8981\u306a\u30c7\u30fc\u30bf\u3092\u524a\u9664<\/p><\/th><th><p>\u30c7\u30fc\u30bf\u306e\u5b9a\u671f\u6574\u7406<\/p><\/th><\/tr><tr><th><p><strong>\u6587\u5b57\u5316\u3051\u3059\u308b<\/strong><\/p><\/th><th><p>\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u554f\u984c<\/p><\/th><th><p>UTF-8\u3067\u4fdd\u5b58\u3057\u76f4\u3059<\/p><\/th><th><p>\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u7d71\u4e00<\/p><\/th><\/tr><tr><th><p><strong>\u540c\u3058\u56de\u7b54\u306e\u7e70\u308a\u8fd4\u3057<\/strong><\/p><\/th><th><p>\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u554f\u984c<\/p><\/th><th><p>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u518d\u8d77\u52d5<\/p><\/th><th><p>\u5b9a\u671f\u7684\u306a\u518d\u8d77\u52d5<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3-2. \u5b9f\u8df5\u7684\u306a\u6d3b\u7528\u4f8b<\/h3>\n\n\n\n<p>\u5b9f\u969b\u306e\u696d\u52d9\u3067\u306e\u6d3b\u7528\u30d1\u30bf\u30fc\u30f3\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u6d3b\u7528\u4f8b1\uff1a\u591a\u90e8\u9580\u5bfe\u5fdc\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9<\/h4>\n\n\n\n<p>\u8907\u6570\u90e8\u9580\u306e\u60c5\u5831\u3092\u7d71\u5408\u7ba1\u7406\u3059\u308b\u62e1\u5f35<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u90e8\u9580<\/strong><\/p><\/th><th><p><strong>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u6587\u66f8<\/strong><\/p><\/th><th><p><strong>\u60f3\u5b9a\u3055\u308c\u308b\u8cea\u554f<\/strong><\/p><\/th><\/tr><tr><th><p><strong>\u4eba\u4e8b\u90e8<\/strong><\/p><\/th><th><p>\u5c31\u696d\u898f\u5247\u3001\u8a55\u4fa1\u5236\u5ea6\u3001\u798f\u5229\u539a\u751f<\/p><\/th><th><p>\u4f11\u6687\u7533\u8acb\u3001\u6607\u9032\u6761\u4ef6<\/p><\/th><\/tr><tr><th><p><strong>\u7d4c\u7406\u90e8<\/strong><\/p><\/th><th><p>\u7d4c\u8cbb\u898f\u5b9a\u3001\u4e88\u7b97\u7ba1\u7406\u3001\u8acb\u6c42\u66f8\u51e6\u7406<\/p><\/th><th><p>\u7d4c\u8cbb\u7cbe\u7b97\u65b9\u6cd5\u3001\u7de0\u65e5<\/p><\/th><\/tr><tr><th><p><strong>IT\u90e8<\/strong><\/p><\/th><th><p>\u30b7\u30b9\u30c6\u30e0\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30dd\u30ea\u30b7\u30fc<\/p><\/th><th><p>\u30d1\u30b9\u30ef\u30fc\u30c9\u5909\u66f4\u3001VPN\u8a2d\u5b9a<\/p><\/th><\/tr><tr><th><p><strong>\u55b6\u696d\u90e8<\/strong><\/p><\/th><th><p>\u5546\u54c1\u30ab\u30bf\u30ed\u30b0\u3001\u4fa1\u683c\u8868\u3001\u63d0\u6848\u66f8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8<\/p><\/th><th><p>\u88fd\u54c1\u4ed5\u69d8\u3001\u4fa1\u683c\u78ba\u8a8d<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<p><strong>\u5b9f\u88c5\u306e\u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u90e8\u9580\u3054\u3068\u306b\u30d5\u30a9\u30eb\u30c0\u5206\u3051\u3057\u3066\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<\/li>\n\n\n\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u90e8\u9580\u60c5\u5831\u3092\u8ffd\u52a0<\/li>\n\n\n\n<li>\u56de\u7b54\u306b\u51fa\u5178\u90e8\u9580\u3092\u660e\u8a18<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u6d3b\u7528\u4f8b2\uff1a\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u30dc\u30c3\u30c8<\/h4>\n\n\n\n<p>\u5916\u90e8\u5411\u3051\u30b5\u30dd\u30fc\u30c8\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5fdc\u7528<\/p>\n\n\n\n<p><strong>\u8ffd\u52a0\u8a2d\u5b9a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><p><strong>\u8a2d\u5b9a\u9805\u76ee<\/strong><\/p><\/th><th><p><strong>\u5185\u5bb9<\/strong><\/p><\/th><th><p><strong>\u52b9\u679c<\/strong><\/p><\/th><\/tr><tr><th><p><strong>\u56de\u7b54\u30c8\u30fc\u30f3<\/strong><\/p><\/th><th><p>\u4e01\u5be7\u3067\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc<\/p><\/th><th><p>\u9867\u5ba2\u6e80\u8db3\u5ea6\u5411\u4e0a<\/p><\/th><\/tr><tr><th><p><strong>\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong><\/p><\/th><th><p>\u56de\u7b54\u4e0d\u53ef\u6642\u306f\u4eba\u9593\u3078\u8ee2\u9001<\/p><\/th><th><p>\u78ba\u5b9f\u306a\u30b5\u30dd\u30fc\u30c8<\/p><\/th><\/tr><tr><th><p><strong>\u30ed\u30b0\u8a18\u9332<\/strong><\/p><\/th><th><p>\u5168\u8cea\u554f\u3092\u8a18\u9332\u30fb\u5206\u6790<\/p><\/th><th><p>\u30b5\u30fc\u30d3\u30b9\u6539\u5584<\/p><\/th><\/tr><tr><th><p><strong>\u55b6\u696d\u6642\u9593\u5224\u5b9a<\/strong><\/p><\/th><th><p>\u6642\u9593\u5916\u306f\u81ea\u52d5\u5fdc\u7b54<\/p><\/th><th><p>24\u6642\u9593\u5bfe\u5fdc<\/p><\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u6d3b\u7528\u4f8b3\uff1a\u6559\u80b2\u30fb\u7814\u4fee\u30b7\u30b9\u30c6\u30e0<\/h4>\n\n\n\n<p>\u65b0\u4eba\u7814\u4fee\u3084\u793e\u5185\u6559\u80b2\u3078\u306e\u6d3b\u7528<\/p>\n\n\n\n<p><strong>\u69cb\u6210\u4f8b<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u7814\u4fee\u8cc7\u6599\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30aa\u30ea\u30a8\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u8cc7\u6599<\/li>\n\n\n\n<li>\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb<\/li>\n\n\n\n<li>\u3088\u304f\u3042\u308b\u8cea\u554f\u96c6<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u5b66\u7fd2<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8cea\u554f\u306b\u5373\u5ea7\u306b\u56de\u7b54<\/li>\n\n\n\n<li>\u95a2\u9023\u8cc7\u6599\u306e\u63d0\u793a<\/li>\n\n\n\n<li>\u7406\u89e3\u5ea6\u30c1\u30a7\u30c3\u30af<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u9032\u6357\u7ba1\u7406<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8cea\u554f\u5c65\u6b74\u306e\u8a18\u9332<\/li>\n\n\n\n<li>\u5b66\u7fd2\u7bc4\u56f2\u306e\u628a\u63e1<\/li>\n\n\n\n<li>\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u53ce\u96c6<\/li>\n<\/ul>\n\n\n\n<h2 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class=\"wp-block-list\">\n<li><a href=\"https:\/\/docs.n8n.io\">n8n\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8 &#8211; Vector Store<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/aistudio.google.com\">Google AI Studio<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/arxiv.org\/abs\/2005.11401\">RAG\u6280\u8853\u89e3\u8aac<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/community.n8n.io\">n8n\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30d5\u30a9\u30fc\u30e9\u30e0<\/a><\/li>\n<\/ul>\n\n\n\n<p>\u2014<\/p>\n\n\n\n<p><strong>\ud83d\udca1 \u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044\uff1a<a href=\"https:\/\/twostone-s.com\/columns\/ai\/ai-basics\/2260\/\" 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