{"id":5329,"date":"2026-03-17T11:25:30","date_gmt":"2026-03-17T02:25:30","guid":{"rendered":"https:\/\/japan-ai.geniee.co.jp\/media\/?p=5329"},"modified":"2026-05-30T17:15:20","modified_gmt":"2026-05-30T08:15:20","slug":"rag%ef%bc%88%e6%a4%9c%e7%b4%a2%e6%8b%a1%e5%bc%b5%e7%94%9f%e6%88%90%ef%bc%89%e3%81%a8%e3%81%af%ef%bc%9f%e4%bb%95%e7%b5%84%e3%81%bf%e3%80%81%e3%83%a1%e3%83%aa%e3%83%83%e3%83%88%e3%82%84%e6%b4%bb","status":"publish","type":"post","link":"https:\/\/japan-ai.co.jp\/media\/5329\/","title":{"rendered":"RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3001\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u4e8b\u4f8b"},"content":{"rendered":"<p>RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f\u3001\u751f\u6210AI\u306b\u691c\u7d22\u6a5f\u80fd\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u6280\u8853\u3067\u3059\u3002\u5f93\u6765\u306e\u751f\u6210AI\u306f\u5b66\u7fd2\u6e08\u307f\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u3067\u56de\u7b54\u3059\u308b\u305f\u3081\u3001\u8aa4\u60c5\u5831\u3084\u6700\u65b0\u60c5\u5831\u3078\u306e\u5f31\u3055\u304c\u8ab2\u984c\u3067\u3057\u305f\u3002<\/p>\n<p>\u4e00\u65b9RAG\u306f\u3001\u793e\u5185\u6587\u66f8\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001Web\u60c5\u5831\u306a\u3069\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u5185\u5bb9\u3092\u6839\u62e0\u3068\u3057\u3066\u56de\u7b54\u3092\u4f5c\u6210\u3059\u308b\u306e\u304c\u7279\u5fb4\u7684\u3067\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<mark>RAG\u306e\u4ed5\u7d44\u307f\u3084\u5c0e\u5165\u30e1\u30ea\u30c3\u30c8\u3001\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u307e\u3067\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/mark>\u307e\u305f\u3001\u8a18\u4e8b\u5185\u3067\u306f\u6839\u62e0\u3092\u57fa\u306b\u3057\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u5c5e\u4eba\u5316\u3092\u9632\u3050RAG\u642d\u8f09\u30b5\u30fc\u30d3\u30b9\u306e\u300cJAPAN AI CHAT\u300d\u306b\u3064\u3044\u3066\u3082\u89e3\u8aac\u3057\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/japan-ai.co.jp\/agent\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\" rel=\"noopener\">\u69d8\u3005\u306a\u696d\u52d9\u3092\u81ea\u5f8b\u7684\u306b\u9042\u884c\u3059\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300cJAPAN AI AGENT\u300d<\/a><\/p>\n<div class=\"cta_ai_chat_b cta_wh_type_b\">\n<div class=\"cta_logo\"><img decoding=\"async\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/logo_cta.png\"><\/div>\n<div class=\"cta_inner\">\n<div class=\"cta_txt\">\n<h4 id=\"i-0\">\n                3\u5206\u3067\u308f\u304b\u308b\uff01<br \/>\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u57fa\u790e\u77e5\u8b58            <\/h4>\n<p>\n                AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u8a2d\u5b9a\u3057\u305f\u76ee\u6a19\u3084\u30b4\u30fc\u30eb\u306b\u5bfe\u3057\u3066\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u81ea\u5f8b\u7684\u306b\u6700\u9069\u306a\u884c\u52d5\u3092\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002<br \/>\nJAPAN AI AGENT\u3067\u3067\u304d\u308b\u3053\u3068\u304b\u3089\u30b5\u30fc\u30d3\u30b9\u6982\u8981\u307e\u3067\u3092\u5fb9\u5e95\u89e3\u8aac\u3057\u307e\u3059\u3002            <\/p>\n<p><a href=\"https:\/\/japan-ai.co.jp\/document\/learn-the-basics\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><svg width=\"29\" height=\"21\" viewBox=\"0 0 29 21\" fill=\"none\"><g clip-path=\"url(#clip0_259_235)\"><path d=\"M19.6786 3.60498L27.9643 11.609L19.6786 19.611M1.03577 11.611H27.9643\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_235\"><rect width=\"29\" height=\"20\" fill=\"white\" transform=\"translate(0 0.61084)\" \/><\/clipPath><\/defs><\/svg><\/a><\/div>\n<div class=\"cta_imgbox\"><img decoding=\"async\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/cta_general_ai_chat.png\"><\/div>\n<p><a href=\"https:\/\/japan-ai.co.jp\/document\/learn-the-basics\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" class=\"sp_btnbox\" target=\"_blank\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><svg width=\"29\" height=\"21\" viewBox=\"0 0 29 21\" fill=\"none\"><g clip-path=\"url(#clip0_259_235)\"><path d=\"M19.6786 3.60498L27.9643 11.609L19.6786 19.611M1.03577 11.611H27.9643\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_235\"><rect width=\"29\" height=\"20\" fill=\"white\" transform=\"translate(0 0.61084)\" \/><\/clipPath><\/defs><\/svg><\/a><\/div>\n<\/div>\n<section><a class=\"cta_ai_chat cta_wh_type\" href=\"https:\/\/japan-ai.co.jp\/chat\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\"><\/p>\n<div class=\"cta_logo\"><img decoding=\"async\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/logo_cta.png\"><\/div>\n<div class=\"cta_inner\">\n<div class=\"cta_inner_top\">\n<p class=\"sub_bot_p\">\n                    \u8cb4\u793e\u696d\u52d9\u306b\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u642d\u8f09\uff01<br class=\"pc_br\"><br class=\"sp_br\">\u4e0a\u5834\u4f01\u696d\u6c34\u6e96\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u74b0\u5883\u3068<br class=\"sp_br\"><span>\u6d3b\u7528\u652f\u63f4\u3092\u7121\u511f<\/span>\u3067\u63d0\u4f9b\n                <\/p>\n<\/div>\n<div class=\"cta_inner_bot\">\n<div class=\"cta_txtbox\">\n<h4 id=\"i-1\"><span>\u30c1\u30e3\u30c3\u30c8\u30c4\u30fc\u30eb\u306a\u3089<\/span><br \/>\n                        JAPAN AI CHAT<br \/>\n                    <\/h4>\n<div class=\"txt_cols\">\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_259_279)\"><path d=\"M9.00082 18.0363C10.1732 18.0378 11.3343 17.8076 12.4174 17.359C13.5005 16.9103 14.4842 16.2521 15.3121 15.422C16.1422 14.5941 16.8005 13.6103 17.2491 12.5272C17.6978 11.4441 17.928 10.283 17.9264 9.11069C17.9279 7.93834 17.6977 6.77725 17.2491 5.69415C16.8004 4.61105 16.1422 3.62728 15.3121 2.79938C14.4842 1.96931 13.5005 1.31103 12.4174 0.86238C11.3343 0.413728 10.1732 0.183547 9.00082 0.185066C7.82848 0.183572 6.66739 0.413764 5.58429 0.862414C4.50118 1.31107 3.51742 1.96933 2.68952 2.79938C1.85947 3.62728 1.2012 4.61105 0.752551 5.69415C0.3039 6.77725 0.0737082 7.93834 0.0752028 9.11069C0.0736838 10.283 0.303865 11.4441 0.752517 12.5272C1.20117 13.6103 1.85945 14.5941 2.68952 15.422C3.51742 16.252 4.50118 16.9103 5.58429 17.359C6.66739 17.8076 7.82848 18.0378 9.00082 18.0363Z\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_279\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(-0.00012207 0.11084)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u4e0a\u5834\u4f01\u696d\u6c34\u6e96\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u74b0\u5883\n                            <\/p>\n<\/div>\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_259_279)\"><path d=\"M9.00082 18.0363C10.1732 18.0378 11.3343 17.8076 12.4174 17.359C13.5005 16.9103 14.4842 16.2521 15.3121 15.422C16.1422 14.5941 16.8005 13.6103 17.2491 12.5272C17.6978 11.4441 17.928 10.283 17.9264 9.11069C17.9279 7.93834 17.6977 6.77725 17.2491 5.69415C16.8004 4.61105 16.1422 3.62728 15.3121 2.79938C14.4842 1.96931 13.5005 1.31103 12.4174 0.86238C11.3343 0.413728 10.1732 0.183547 9.00082 0.185066C7.82848 0.183572 6.66739 0.413764 5.58429 0.862414C4.50118 1.31107 3.51742 1.96933 2.68952 2.79938C1.85947 3.62728 1.2012 4.61105 0.752551 5.69415C0.3039 6.77725 0.0737082 7.93834 0.0752028 9.11069C0.0736838 10.283 0.303865 11.4441 0.752517 12.5272C1.20117 13.6103 1.85945 14.5941 2.68952 15.422C3.51742 16.252 4.50118 16.9103 5.58429 17.359C6.66739 17.8076 7.82848 18.0378 9.00082 18.0363Z\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_279\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(-0.00012207 0.11084)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u8c4a\u5bcc\u306a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u3054\u7528\u610f\n                            <\/p>\n<\/div>\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_259_279)\"><path d=\"M9.00082 18.0363C10.1732 18.0378 11.3343 17.8076 12.4174 17.359C13.5005 16.9103 14.4842 16.2521 15.3121 15.422C16.1422 14.5941 16.8005 13.6103 17.2491 12.5272C17.6978 11.4441 17.928 10.283 17.9264 9.11069C17.9279 7.93834 17.6977 6.77725 17.2491 5.69415C16.8004 4.61105 16.1422 3.62728 15.3121 2.79938C14.4842 1.96931 13.5005 1.31103 12.4174 0.86238C11.3343 0.413728 10.1732 0.183547 9.00082 0.185066C7.82848 0.183572 6.66739 0.413764 5.58429 0.862414C4.50118 1.31107 3.51742 1.96933 2.68952 2.79938C1.85947 3.62728 1.2012 4.61105 0.752551 5.69415C0.3039 6.77725 0.0737082 7.93834 0.0752028 9.11069C0.0736838 10.283 0.303865 11.4441 0.752517 12.5272C1.20117 13.6103 1.85945 14.5941 2.68952 15.422C3.51742 16.252 4.50118 16.9103 5.58429 17.359C6.66739 17.8076 7.82848 18.0378 9.00082 18.0363Z\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_279\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(-0.00012207 0.11084)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u81ea\u793e\u958b\u767a\u306eRAG\u3067\u9ad8\u56de\u7b54\u7cbe\u5ea6\u3092\u5b9f\u73fe\n                            <\/p>\n<\/div>\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_259_279)\"><path d=\"M9.00082 18.0363C10.1732 18.0378 11.3343 17.8076 12.4174 17.359C13.5005 16.9103 14.4842 16.2521 15.3121 15.422C16.1422 14.5941 16.8005 13.6103 17.2491 12.5272C17.6978 11.4441 17.928 10.283 17.9264 9.11069C17.9279 7.93834 17.6977 6.77725 17.2491 5.69415C16.8004 4.61105 16.1422 3.62728 15.3121 2.79938C14.4842 1.96931 13.5005 1.31103 12.4174 0.86238C11.3343 0.413728 10.1732 0.183547 9.00082 0.185066C7.82848 0.183572 6.66739 0.413764 5.58429 0.862414C4.50118 1.31107 3.51742 1.96933 2.68952 2.79938C1.85947 3.62728 1.2012 4.61105 0.752551 5.69415C0.3039 6.77725 0.0737082 7.93834 0.0752028 9.11069C0.0736838 10.283 0.303865 11.4441 0.752517 12.5272C1.20117 13.6103 1.85945 14.5941 2.68952 15.422C3.51742 16.252 4.50118 16.9103 5.58429 17.359C6.66739 17.8076 7.82848 18.0378 9.00082 18.0363Z\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_279\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(-0.00012207 0.11084)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u5916\u90e8\u9023\u643a\u6a5f\u80fd\u3092\u3054\u63d0\u4f9b\n                            <\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"ming\">\n<div class=\"monitor_div\"><img decoding=\"async\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/cta_monitor.png\"><\/div>\n<div class=\"video_div\"><!-- video link --><iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/s150PLLnReU?si=-j5eP4qnnARcQGMc&amp;controls=0&amp;autoplay=1&amp;mute=1\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"bottom_box gr_color\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><svg width=\"22\" height=\"17\" viewBox=\"0 0 22 17\" fill=\"none\"><g clip-path=\"url(#clip0_32_86)\"><path d=\"M14.9286 2.7157L21.2143 9.1189L14.9286 15.5205M0.785767 9.1205H21.2143\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_86\"><rect width=\"22\" height=\"16\" fill=\"white\" transform=\"translate(0 0.320557)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p><\/a><\/section>\n<div class=\"toc\">    <div id=\"toc_container\" class=\"toc_container toc-container sgb-toc--bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-2\">RAG\u3068\u306f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first last\">        <a href=\"#i-3\">RAG\u304c\u5fc5\u8981\u306a\u7406\u7531<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-4\">RAG\u306e\u4ed5\u7d44\u307f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-5\">\u691c\u7d22\u30d7\u30ed\u30bb\u30b9<\/a>      <\/li>      <li>        <a href=\"#i-6\">\u751f\u6210\u30d7\u30ed\u30bb\u30b9<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-7\">\u691c\u7d22\u306e\u30ed\u30b8\u30c3\u30af<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-8\">RAG\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-9\">\u751f\u6210\u7d50\u679c\u306e\u4fe1\u983c\u6027\u30fb\u78ba\u5b9f\u6027\u304c\u9ad8\u307e\u308b<\/a>      <\/li>      <li>        <a href=\"#i-10\">\u5916\u90e8\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u304c\u5bb9\u6613\u306b\u5b9f\u65bd\u3067\u304d\u308b<\/a>      <\/li>      <li>        <a href=\"#i-11\">\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u6539\u5584\u3059\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-12\">\u30e6\u30fc\u30b6\u30fc\u5c5e\u6027\u306b\u5fdc\u3058\u305f\u56de\u7b54\u4f5c\u6210\u304c\u53ef\u80fd\u306b\u306a\u308b<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-15\">RAG\u306e\u6d3b\u7528\u4e8b\u4f8b<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-16\">\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u306e\u52b9\u7387\u5316<\/a>      <\/li>      <li>        <a href=\"#i-17\">\u55b6\u696d\u63d0\u6848\u8cc7\u6599\u306e\u81ea\u52d5\u751f\u6210<\/a>      <\/li>      <li>        <a href=\"#i-18\">\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u5fdc\u7b54<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-19\">\u5e02\u5834\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u4f5c\u6210<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-20\">RAG\u306e\u5c0e\u5165\u6642\u306e\u6ce8\u610f\u70b9<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-21\">\u521d\u671f\u6295\u8cc7\u8ca0\u62c5\u3068\u4eba\u6750\u30ea\u30bd\u30fc\u30b9\u4e0d\u8db3<\/a>      <\/li>      <li>        <a href=\"#i-22\">\u793e\u5185\u30c7\u30fc\u30bf\u306e\u6574\u7406\u3068\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-23\">\u30b7\u30b9\u30c6\u30e0\u306e\u8907\u96d1\u3055\u3068\u65e5\u3005\u306e\u904b\u7528\u8ca0\u62c5<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-24\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-25\">RAG\u306f\u3069\u3093\u306a\u696d\u52d9\u3067\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u304b\uff1f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-26\">RAG\u642d\u8f09\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3076\u30dd\u30a4\u30f3\u30c8\u306f\uff1f<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-27\">RAG\u642d\u8f09\u30b5\u30fc\u30d3\u30b9\u3092\u5c0e\u5165\u3059\u308b\u306a\u3089\u76f4\u89b3\u7684\u306b\u64cd\u4f5c\u3067\u304d\u308b\u300cJAPAN AI CHAT\u300d<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 id=\"i-2\">RAG\u3068\u306f<\/h2>\n<p>RAG\u306f\u3001\u751f\u6210AI\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff1aLLM\uff09\u3068\u60c5\u5831\u691c\u7d22\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u6280\u8853\u3067\u3001AI\u304c\u5916\u90e8\u306e\u6700\u65b0\u30fb\u4fe1\u983c\u3067\u304d\u308b\u60c5\u5831\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u901a\u5e38\u306e\u751f\u6210AI\u306f\u8a13\u7df4\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u77e5\u8b58\u3060\u3051\u3067\u5bfe\u5fdc\u3057\u307e\u3059\u304c\u3001RAG\u3067\u306f\u307e\u305a\u95a2\u9023\u3059\u308b\u6587\u66f8\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u691c\u7d22\u7d50\u679c\u3092AI\u306b\u6e21\u3057\u3066\u7cbe\u5ea6\u306e\u9ad8\u3044\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u306e\u304c\u7279\u5fb4\u7684\u3067\u3059\u3002<\/p>\n<p><mark>RAG\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u5b66\u7fd2\u6e08\u307f\u30c7\u30fc\u30bf\u306b\u306a\u304f\u3066\u3082\u6700\u65b0\u60c5\u5831\u3084\u5c02\u9580\u7684\u306a\u5185\u5bb9\u3092\u53cd\u6620\u3057\u305f\u751f\u6210\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u6291\u5236\u3084\u4fe1\u983c\u6027\u5411\u4e0a\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/mark><\/p>\n<p>RAG\u304c\u5fc5\u8981\u3068\u3055\u308c\u308b\u7406\u7531\u306b\u3064\u3044\u3066\u306f\u6b21\u9805\u306b\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"i-3\">RAG\u304c\u5fc5\u8981\u306a\u7406\u7531<\/h3>\n<p>RAG\u304c\u91cd\u8981\u8996\u3055\u308c\u308b\u80cc\u666f\u306b\u306f\u3001\u751f\u6210AI\u304c\u62b1\u3048\u308b\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3084\u60c5\u5831\u306e\u9bae\u5ea6\u30fb\u4fe1\u983c\u6027\u306e\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u751f\u6210AI\u306f\u5b66\u7fd2\u6e08\u307f\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3059\u308b\u305f\u3081\u3001\u53e4\u3044\u60c5\u5831\u3084\u6839\u62e0\u306e\u306a\u3044\u5185\u5bb9\u3092\u81ea\u4fe1\u6e80\u3005\u306b\u51fa\u529b\u3057\u3066\u3057\u307e\u3046\u30ea\u30b9\u30af\u304c\u6307\u6458\u3055\u308c\u3066\u304a\u308a\u3001\u7279\u306b\u516c\u5171\u30b5\u30fc\u30d3\u30b9\u3084\u533b\u7642\u30fb\u6cd5\u52d9\u306a\u3069\u3067\u306f\u6b63\u78ba\u6027\u306e\u62c5\u4fdd\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><mark>RAG\u306f\u5916\u90e8\u306e\u4fe1\u983c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3057\u3001\u305d\u308c\u3092\u6839\u62e0\u3068\u3057\u3066\u56de\u7b54\u306b\u53cd\u6620\u3059\u308b\u305f\u3081\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u53ef\u80fd\u3067\u3059\u3002<\/mark><\/p>\n<p>\u307e\u305f\u3001AI\u30e2\u30c7\u30eb\u81ea\u4f53\u3092\u983b\u7e41\u306b\u518d\u5b66\u7fd2\u3059\u308b\u3053\u3068\u306f\u6642\u9593\u30fb\u30b3\u30b9\u30c8\u306e\u89b3\u70b9\u304b\u3089\u975e\u73fe\u5b9f\u7684\u3067\u3042\u308b\u305f\u3081\u3001\u65e5\u3005\u66f4\u65b0\u3055\u308c\u308b\u6700\u65b0\u60c5\u5831\u3084\u793e\u5185\u306e\u79d8\u533f\u30c7\u30fc\u30bf\u3092\u305d\u306e\u5834\u3067\u53cd\u6620\u3059\u308b\u624b\u6bb5\u3068\u3057\u3066\u3082RAG\u304c\u52b9\u7387\u7684\u306a\u9078\u629e\u80a2\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001RAG\u306e\u56de\u7b54\u306e\u6839\u62e0\u3068\u306a\u3063\u305f\u60c5\u5831\u6e90\u3092\u660e\u793a\u3067\u304d\u308b\u4ed5\u7d44\u307f\u306f\u3001AI\u304c\u3069\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u7b54\u3048\u305f\u304b\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u78ba\u8a8d\u3067\u304d\u308b\u900f\u660e\u6027\u3068\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u3001\u3053\u306e\u70b9\u3067\u3082\u56de\u7b54\u306e\u6b63\u78ba\u6027\u30fb\u4fe1\u983c\u6027\u3092\u62c5\u4fdd\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u7406\u7531\u304b\u3089\u3001RAG\u306f\u751f\u6210AI\u306e\u5b9f\u7528\u6027\u30fb\u8cac\u4efb\u3042\u308b\u6d3b\u7528\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u306a\u6280\u8853\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u51fa\u5178\uff1a<a href=\"https:\/\/www8.cao.go.jp\/cstp\/ai\/ai_senryaku\/14kai\/gijiyoushi.pdf\" target=\"_blank\" rel=\"noopener\">\u7b2c14\u56de AI\u6226\u7565\u4f1a\u8b70 \u8b70\u4e8b\u8981\u65e8<\/a><br \/>\n\u51fa\u5178\uff1a<a href=\"https:\/\/www.meti.go.jp\/press\/2024\/06\/20240628006\/20240628006-b.pdf\" target=\"_blank\" rel=\"noopener\">\u4ee4\u548c 6 \u5e74 6 \u6708 \u30c7\u30b8\u30bf\u30eb\u6642\u4ee3\u306e\u4eba\u6750\u653f\u7b56\u306b\u95a2\u3059\u308b\u691c\u8a0e\u4f1a<\/a><br \/>\n\u51fa\u5178\uff1a<a href=\"https:\/\/www.meti.go.jp\/shingikai\/mono_info_service\/ai_shakai_jisso\/pdf\/20250328_1.pdf\" target=\"_blank\" rel=\"noopener\">AI \u4e8b\u696d\u8005\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3<\/a><\/p>\n<h2 id=\"i-4\">RAG\u306e\u4ed5\u7d44\u307f<\/h2>\n<p>\u3053\u3053\u3067\u306f\u3001RAG\u306e\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u4ee5\u4e0b\u306e\u898b\u51fa\u3057\u306b\u5206\u3051\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li aria-level=\"1\">\u691c\u7d22\u30d7\u30ed\u30bb\u30b9<\/li>\n<li aria-level=\"1\">\u751f\u6210\u30d7\u30ed\u30bb\u30b9<\/li>\n<li aria-level=\"1\">\u691c\u7d22\u306e\u30ed\u30b8\u30c3\u30af<\/li>\n<\/ol>\n<h3 id=\"i-5\">\u691c\u7d22\u30d7\u30ed\u30bb\u30b9<\/h3>\n<p>RAG\u306b\u304a\u3051\u308b\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u6700\u9069\u306a\u5916\u90e8\u60c5\u5831\u3092\u53d6\u5f97\u3057\u3001\u305d\u306e\u60c5\u5831\u3092\u3082\u3068\u306b\u751f\u6210AI\u304c\u56de\u7b54\u3092\u4f5c\u6210\u3059\u308b\u91cd\u8981\u306a\u5de5\u7a0b\u3067\u3059\u3002<\/p>\n<p>\u5358\u306a\u308b\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3068\u306f\u7570\u306a\u308a\u3001\u300c\u610f\u5473\u7684\u306a\u95a2\u9023\u6027\u300d\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u70b9\u304c\u5927\u304d\u306a\u7279\u5fb4\u3067\u3059\u3002\u307e\u305a\u3001\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u8cea\u554f\uff08\u30af\u30a8\u30ea\uff09\u304c\u5165\u529b\u3055\u308c\u308b\u3068\u3001\u305d\u306e\u5185\u5bb9\u306b\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u691c\u7d22\u3057\u307e\u3059\u3002<\/p>\n<p>\u305d\u3057\u3066\u3001<mark>\u62bd\u51fa\u3055\u308c\u305f\u6587\u66f8\u3084\u30c6\u30ad\u30b9\u30c8\u65ad\u7247\u306f\u3001\u751f\u6210AI\u306b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u3068\u3057\u3066\u6e21\u3055\u308c\u3001\u6700\u7d42\u7684\u306a\u56de\u7b54\u751f\u6210\u306b\u6d3b\u7528\u3055\u308c\u307e\u3059\u3002<\/mark><\/p>\n<p>\u3053\u306e\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u3063\u3066\u3001RAG\u306f\u5b66\u7fd2\u6e08\u307f\u30c7\u30fc\u30bf\u3060\u3051\u306b\u4f9d\u5b58\u305b\u305a\u3001\u793e\u5185\u6587\u66f8\u3084\u6700\u65b0\u8cc7\u6599\u306a\u3069\u306e\u5916\u90e8\u60c5\u5831\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53c2\u7167\u3067\u304d\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u6291\u5236\u3084\u56de\u7b54\u7cbe\u5ea6\u306e\u5411\u4e0a\u304c\u5b9f\u73fe\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"i-6\">\u751f\u6210\u30d7\u30ed\u30bb\u30b9<\/h3>\n<p>RAG\u306b\u304a\u3051\u308b\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u3067\u53d6\u5f97\u3057\u305f\u60c5\u5831\u3092\u3082\u3068\u306b\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u3001\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u3067\u62bd\u51fa\u3055\u308c\u305f\u95a2\u9023\u6587\u66f8\u3084\u30c6\u30ad\u30b9\u30c8\u65ad\u7247\u304c\u3001\u751f\u6210\u30e2\u30c7\u30eb\u3078\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3068\u3057\u3066\u6e96\u5099\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u5916\u90e8\u60c5\u5831\u306f\u3001\u30af\u30a8\u30ea\u3060\u3051\u3067\u306a\u304f\u56de\u7b54\u306e\u6839\u62e0\u3068\u3057\u3066\u3082\u4f7f\u308f\u308c\u308b\u305f\u3081\u3001AI\u306f\u5358\u306b\u8a00\u8a9e\u30d1\u30bf\u30fc\u30f3\u3092\u3064\u306a\u3052\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5b9f\u969b\u306e\u60c5\u5831\u30bd\u30fc\u30b9\u3092\u8e0f\u307e\u3048\u305f\u56de\u7b54\u3092\u4f5c\u6210\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p><mark>\u5b66\u8853\u8ad6\u6587\u3084\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3001FAQ\u306a\u3069\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53c2\u7167\u3067\u304d\u308b\u70b9\u304c\u3001RAG\u306e\u5927\u304d\u306a\u5f37\u307f\u3067\u3059\u3002<\/mark><\/p>\n<p>\u305d\u3057\u3066\u3001\u751f\u6210\u30e2\u30c7\u30eb\u306f\u30af\u30a8\u30ea\u3068\u5916\u90e8\u60c5\u5831\u3092\u7d71\u5408\u3057\u3066\u6700\u7d42\u7684\u306a\u6848\u3092\u69cb\u7bc9\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8aad\u307f\u3084\u3059\u3044\u81ea\u7136\u306a\u6587\u7ae0\u3068\u3057\u3066\u6574\u3048\u305f\u4e0a\u3067\u30ec\u30b9\u30dd\u30f3\u30b9\u3068\u3057\u3066\u51fa\u529b\u3057\u307e\u3059\u3002<\/p>\n<p>RAG\u306e\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u30fb\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306e\u30d5\u30ed\u30fc\u306f\u3001\u7279\u306b\u30e2\u30c7\u30eb\u306e\u5185\u90e8\u77e5\u8b58\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u306a\u30b1\u30fc\u30b9\u304c\u591a\u3044\u533b\u5b66\u30fb\u6cd5\u5f8b\u3068\u3044\u3063\u305f\u5c02\u9580\u9818\u57df\u3067\u306f\u3001\u6b63\u78ba\u6027\u30fb\u4fe1\u983c\u6027\u3092\u62c5\u4fdd\u3059\u308b\u3082\u306e\u3068\u3057\u3066\u4fa1\u5024\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"i-7\">\u691c\u7d22\u306e\u30ed\u30b8\u30c3\u30af<\/h3>\n<p>RAG\u3067\u306f\u304a\u3082\u306b\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u30fb\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u30fb\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3068\u3044\u30463\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u6d3b\u7528\u3055\u308c\u3001\u4ee5\u4e0b\u306b\u3042\u308b\u3088\u3046\u306b\u7528\u9014\u3084\u30c7\u30fc\u30bf\u7279\u6027\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<td>\u7a2e\u985e<\/td>\n<td>\u6982\u8981<\/td>\n<\/tr>\n<tr>\n<td>\u30d9\u30af\u30c8\u30eb\u691c\u7d22<\/td>\n<td>\u30fb\u30c6\u30ad\u30b9\u30c8\u3092\u610f\u5473\u7684\u306a\u7279\u5fb4\u3092\u6301\u3064\u30d9\u30af\u30c8\u30eb\u306b\u5909\u63db\u3057\u3001\u30af\u30a8\u30ea\u3068\u306e\u985e\u4f3c\u5ea6\u3092\u8a08\u7b97\u3057\u3066\u95a2\u9023\u5ea6\u306e\u9ad8\u3044\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308b\u624b\u6cd5\u30fb\u5358\u306a\u308b\u6587\u5b57\u5217\u4e00\u81f4\u3067\u306f\u306a\u304f\u3001\u300c\u610f\u5473\u7684\u306b\u8fd1\u3044\u300d\u6587\u66f8\u3092\u53d6\u308a\u51fa\u305b\u308b\u305f\u3081\u3001\u6587\u8108\u7406\u89e3\u3084\u8a00\u3044\u63db\u3048\u306b\u5f37\u3044<\/td>\n<\/tr>\n<tr>\n<td>\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22<\/td>\n<td>\u30fb\u30af\u30a8\u30ea\u306b\u542b\u307e\u308c\u308b\u5358\u8a9e\u3068\u4e00\u81f4\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u3092\u4e2d\u5fc3\u306b\u60c5\u5831\u3092\u63a2\u3059\u624b\u6cd5\u30fb\u6cd5\u5f8b\u6761\u6587\u30fb\u4ed5\u69d8\u66f8\u30fb\u660e\u78ba\u306a\u8a9e\u53e5\u304c\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u306a\u3069\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u5b58\u5728\u304c\u305d\u306e\u307e\u307e\u610f\u5473\u3092\u6301\u3064\u30b1\u30fc\u30b9\u3067\u306f\u4f9d\u7136\u3068\u3057\u3066\u6709\u7528<\/td>\n<\/tr>\n<tr>\n<td>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22<\/td>\n<td>\u30fb\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3068\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u306e\u5229\u70b9\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u30fb\u521d\u3081\u306b\u30ad\u30fc\u30ef\u30fc\u30c9\u30d9\u30fc\u30b9\u3067\u5019\u88dc\u6587\u66f8\u3092\u7d5e\u308a\u8fbc\u307f\u3001\u305d\u306e\u4e2d\u3067\u30d9\u30af\u30c8\u30eb\u985e\u4f3c\u5ea6\u3092\u8a55\u4fa1\u3057\u3066\u7cbe\u5ea6\u3092\u3055\u3089\u306b\u9ad8\u3081\u308b\u4e8c\u6bb5\u968e\u691c\u7d22\u304c\u5178\u578b\u4f8b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><mark>\u4e0a\u8a18\u306e\u691c\u7d22\u30ed\u30b8\u30c3\u30af\u3092\u9069\u5207\u306b\u8a2d\u8a08\u30fb\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3001RAG\u306f\u5358\u306a\u308b\u5168\u6587\u691c\u7d22\u4ee5\u4e0a\u306e\u610f\u5473\u7406\u89e3\u578b\u691c\u7d22\u3092\u5b9f\u73fe\u3057\u3001\u751f\u6210AI\u304b\u3089\u306e\u56de\u7b54\u306b\u6b63\u78ba\u306a\u6839\u62e0\u60c5\u5831\u3092\u4f9b\u7d66\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/mark><\/p>\n<p><a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/tool\/2232\/\">\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u3067\u306eAI\u5c0e\u5165\u306e\u6d3b\u7528\u4e8b\u4f8b13\u9078\uff01\u30e1\u30ea\u30c3\u30c8\u3084\u5c0e\u5165\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac<\/a><br \/>\n<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/tool\/2210\/\">AI\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u304a\u3059\u3059\u3081\u6bd4\u8f0315\u9078\uff01\u30e1\u30ea\u30c3\u30c8\u3084\u6d3b\u7528\u30b7\u30fc\u30f3\u3001\u4e8b\u4f8b\u3082\u7d39\u4ecb<\/a><br \/>\n<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/tool\/2083\/\">\u793e\u5185FAQ\u306bAI\u3092\u642d\u8f09\u3057\u6709\u52b9\u6d3b\u7528\uff01\u30e1\u30ea\u30c3\u30c8\u3084\u304a\u3059\u3059\u3081\u306e\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb<\/a><\/p>\n<h2 id=\"i-8\">RAG\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p>RAG\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u306f\u304a\u3082\u306b\u4ee5\u4e0b\u306e4\u70b9\u3067\u3059\u3002<\/p>\n<ol>\n<li aria-level=\"1\">\u751f\u6210\u7d50\u679c\u306e\u4fe1\u983c\u6027\u30fb\u78ba\u5b9f\u6027\u304c\u9ad8\u307e\u308b<\/li>\n<li aria-level=\"1\">\u5916\u90e8\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u304c\u5bb9\u6613\u306b\u5b9f\u65bd\u3067\u304d\u308b<\/li>\n<li aria-level=\"1\">\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u6539\u5584\u3059\u308b<\/li>\n<li aria-level=\"1\">\u30e6\u30fc\u30b6\u30fc\u5c5e\u6027\u306b\u5fdc\u3058\u305f\u56de\u7b54\u4f5c\u6210\u304c\u53ef\u80fd\u306b\u306a\u308b<\/li>\n<\/ol>\n<p>\u3053\u3053\u3067\u306f\u3001\u4e0a\u8a18\u306e\u30e1\u30ea\u30c3\u30c8\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"i-9\">\u751f\u6210\u7d50\u679c\u306e\u4fe1\u983c\u6027\u30fb\u78ba\u5b9f\u6027\u304c\u9ad8\u307e\u308b<\/h3>\n<p>RAG\u3092\u5c0e\u5165\u3059\u308b\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306e\u4e00\u3064\u306f\u3001AI\u306e\u751f\u6210\u7d50\u679c\u306e\u4fe1\u983c\u6027\u3068\u78ba\u5b9f\u6027\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3059\u308b\u70b9\u3067\u3059\u3002<\/p>\n<p>\u901a\u5e38\u306e\u751f\u6210AI\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u77e5\u8b58\u3092\u57fa\u306b\u56de\u7b54\u3092\u4f5c\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u77e5\u8b58\u30bb\u30c3\u30c8\u304c\u53e4\u3044\u30fb\u9650\u5b9a\u7684\u3067\u3042\u308b\u5834\u5408\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u51fa\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><mark>\u4e00\u65b9\u3067RAG\u3092\u7528\u3044\u308c\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u6700\u65b0\u30fb\u5c02\u9580\u7684\u306a\u60c5\u5831\u3092\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u691c\u7d22\u3057\u3001\u305d\u306e\u5185\u5bb9\u3092\u6839\u62e0\u3068\u3057\u3066\u56de\u7b54\u306b\u53cd\u6620\u3059\u308b\u305f\u3081\u3001\u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u4fe1\u983c\u6027\u304c\u98db\u8e8d\u7684\u306b\u9ad8\u307e\u308a\u307e\u3059\u3002<\/mark><\/p>\n<p>\u307e\u305f\u3001RAG\u3067\u306f\u56de\u7b54\u306e\u5143\u3068\u306a\u3063\u305f\u60c5\u5831\u6e90\u3092\u660e\u793a\u3067\u304d\u308b\u30b1\u30fc\u30b9\u3082\u591a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u81ea\u8eab\u304c\u6839\u62e0\u60c5\u5831\u3092\u78ba\u8a8d\u30fb\u691c\u8a3c\u3067\u304d\u308b\u305f\u3081\u3001\u7279\u306b\u4f01\u696d\u3084\u5c02\u9580\u7684\u306a\u73fe\u5834\u306b\u304a\u3044\u3066\u8aac\u660e\u8cac\u4efb\u3084\u30ac\u30d0\u30ca\u30f3\u30b9\u304c\u91cd\u8996\u3055\u308c\u308b\u5834\u9762\u3067\u5f79\u7acb\u3064\u306e\u3082\u30e1\u30ea\u30c3\u30c8\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n<h3 id=\"i-10\">\u5916\u90e8\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u304c\u5bb9\u6613\u306b\u5b9f\u65bd\u3067\u304d\u308b<\/h3>\n<p>RAG\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u306b\u306f\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u3092\u67d4\u8edf\u304b\u3064\u8fc5\u901f\u306b\u884c\u3048\u308b\u70b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5f93\u6765\u306e\u751f\u6210AI\u306f\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u3092\u518d\u5b66\u7fd2\u3057\u306a\u3044\u9650\u308a\u6700\u65b0\u60c5\u5831\u3092\u53cd\u6620\u3067\u304d\u305a\u3001\u983b\u7e41\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u306f\u81a8\u5927\u306a\u6642\u9593\u3068\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001<mark>RAG\u3067\u306f\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u3068\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u304c\u5206\u96e2\u3055\u308c\u3066\u304a\u308a\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5074\u306e\u66f4\u65b0\u306e\u307f\u3067\u6700\u65b0\u60c5\u5831\u3092\u3059\u3050\u306b\u53c2\u7167\u53ef\u80fd\u3067\u3059\u3002<\/mark><\/p>\n<p>\u307e\u305f\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u304c\u5bb9\u6613\u3067\u3042\u308b\u306e\u306f\u3001\u4f8b\u3048\u3070\u793e\u5916\u306b\u516c\u958b\u3067\u304d\u306a\u3044\u30c7\u30fc\u30bf\u3082\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3068\u3057\u3066\u7d44\u307f\u8fbc\u307f\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u66f4\u65b0\u30fb\u524a\u9664\u3067\u304d\u308b\u305f\u3081\u3001\u4f01\u696d\u304c\u4fdd\u6709\u3059\u308b\u79d8\u533f\u60c5\u5831\u3084\u5185\u90e8\u8cc7\u6599\u3092\u5b89\u5168\u306b\u6d3b\u7528\u3059\u308b\u4e0a\u3067\u3082\u5f79\u7acb\u3064\u8981\u7d20\u3067\u3059\u3002<\/p>\n<h3 id=\"i-11\">\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u6539\u5584\u3059\u308b<\/h3>\n<p>RAG\u306fAI\u6d3b\u7528\u306b\u304b\u304b\u308b\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5927\u304d\u304f\u5411\u4e0a\u3055\u305b\u3089\u308c\u308b\u70b9\u3082\u30e1\u30ea\u30c3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u5f93\u6765\u306e\u751f\u6210AI\u3067\u306f\u3001\u6700\u65b0\u306e\u60c5\u5831\u3084\u5c02\u9580\u77e5\u8b58\u3092\u53cd\u6620\u3055\u305b\u308b\u305f\u3081\u306b\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u518d\u5b66\u7fd2\u304c\u5fc5\u8981\u306b\u306a\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u3001\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u5927\u91cf\u306e\u8a08\u7b97\u8cc7\u6e90\u3084GPU\u6642\u9593\u3001\u5c02\u9580\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5de5\u6570\u3092\u4f34\u3046\u305f\u3081\u9ad8\u30b3\u30b9\u30c8\u306b\u306a\u308a\u304c\u3061\u3067\u3057\u305f\u3002<\/p>\n<p>\u3057\u304b\u3057<mark>RAG\u3067\u306f\u3001\u65e2\u5b58\u306eLLM\u305d\u306e\u3082\u306e\u3092\u66f4\u65b0\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u691c\u7d22\u6a5f\u80fd\u3092\u901a\u3058\u3066\u6700\u65b0\u60c5\u5831\u3092\u53c2\u7167\u3059\u308b\u4ed5\u7d44\u307f\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u3001\u9ad8\u984d\u306a\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u3001\u5c0e\u5165\u30fb\u904b\u7528\u8cbb\u7528\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/mark><\/p>\n<p>\u307e\u305f\u3001RAG\u306f\u5916\u90e8\u60c5\u5831\u3092\u53c2\u7167\u3059\u308b\u969b\u306b\u5fc5\u8981\u306a\u90e8\u5206\u3060\u3051\u3092\u691c\u7d22\u30fb\u6d3b\u7528\u3059\u308b\u305f\u3081\u3001GPU\u30ea\u30bd\u30fc\u30b9\u3084\u30c8\u30fc\u30af\u30f3\u6d88\u8cbb\u3092\u52b9\u7387\u5316\u3057\u3084\u3059\u304f\u3001AI\u30b5\u30fc\u30d3\u30b9\u306e\u7d99\u7d9a\u7684\u306a\u904b\u7528\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u9ad8\u4fa1\u306a\u30e2\u30c7\u30eb\u5b66\u7fd2\u3084\u5927\u898f\u6a21\u306a\u30a4\u30f3\u30d5\u30e9\u6295\u8cc7\u306a\u3057\u306b\u9ad8\u7cbe\u5ea6\u306a\u751f\u6210AI\u3092\u5b9f\u88c5\u30fb\u904b\u7528\u3067\u304d\u308b\u70b9\u304c\u3001RAG\u306e\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6539\u5584\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"i-12\">\u30e6\u30fc\u30b6\u30fc\u5c5e\u6027\u306b\u5fdc\u3058\u305f\u56de\u7b54\u4f5c\u6210\u304c\u53ef\u80fd\u306b\u306a\u308b<\/h3>\n<p>RAG\u306f\u300c\u691c\u7d22\u3067\u53d6\u5f97\u3057\u305f\u5916\u90e8\u30c7\u30fc\u30bf\u300d\u3092\u751f\u6210\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3068\u3057\u3066\u6d3b\u7528\u3059\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u80cc\u666f\u60c5\u5831\u3084\u5c5e\u6027\u3001\u5229\u7528\u76ee\u7684\u306b\u6cbf\u3063\u305f\u60c5\u5831\u3092\u67d4\u8edf\u306b\u7d44\u307f\u8fbc\u3081\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u696d\u7a2e\u3084\u30b9\u30ad\u30eb\u30ec\u30d9\u30eb\u3001\u904e\u53bb\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u5c65\u6b74\u306a\u3069\u3092\u7d10\u4ed8\u3051\u305f\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u6e96\u5099\u3057\u3066\u304a\u304f\u3068\u3001\u305d\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u7d50\u679c\u3068\u3057\u3066AI\u306b\u4f1d\u9054\u3067\u304d\u3001\u76ee\u7684\u306b\u5fdc\u3058\u3066\u6700\u9069\u5316\u3055\u308c\u305f\u51fa\u529b\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001<mark>RAG\u306f\u5916\u90e8\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u30fb\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u5bb9\u6613\u3068\u3044\u3046\u7279\u6027\u4e0a\u3001\u5c5e\u6027\u306b\u5fdc\u3058\u305f\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306e\u62e1\u5145\u3084\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3082\u7c21\u5358\u306b\u884c\u3048\u308b\u70b9\u3082\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/mark><\/p>\n<p>\u5229\u7528\u8005\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3084\u884c\u52d5\u30ed\u30b0\u306b\u57fa\u3065\u304d\u3001\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3092\u5b9a\u671f\u7684\u306b\u6539\u5584\u3057\u3066\u3044\u304f\u3068\u3001AI\u306e\u5fdc\u7b54\u7cbe\u5ea6\u3084\u30e6\u30fc\u30b6\u30fc\u6e80\u8db3\u5ea6\u3092\u7d99\u7d9a\u7684\u306b\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>RAG\u306f\u5358\u306b\u60c5\u5831\u3092\u8fd4\u3059\u3060\u3051\u3067\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u5c5e\u6027\u3084\u5229\u7528\u76ee\u7684\u306b\u5bc4\u308a\u6dfb\u3063\u305f\u6700\u9069\u306a\u56de\u7b54\u3092\u63d0\u4f9b\u3059\u308bAI\u69cb\u7bc9\u306e\u57fa\u76e4\u3068\u3057\u3066\u3082\u6709\u7528\u3067\u3059\u3002<\/p>\n<h4 id=\"i-13\">\u6839\u62e0\u3092\u57fa\u306b\u3057\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u5c5e\u4eba\u5316\u3092\u9632\u3050\u300cJAPAN AI CHAT\u300d<\/h4>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5402\" src=\"https:\/\/japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/03\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-11-04-161837-2.png\" alt=\"\u6839\u62e0\u3092\u57fa\u306b\u3057\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u5c5e\u4eba\u5316\u3092\u9632\u3050\u300cJAPAN AI CHAT\u300d\" width=\"1000\" height=\"541\"><\/p>\n<p>\u751f\u6210AI\u3092\u696d\u52d9\u52b9\u7387\u5316\u306b\u7528\u3044\u305f\u3044\u5834\u5408\u306b\u304a\u3059\u3059\u3081\u306a\u306e\u304c\u3001RAG\u642d\u8f09\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308b\u300cJAPAN AI CHAT\u300d\u3067\u3059\u3002<\/p>\n<p>JAPAN AI CHAT\u306f\u3001\u6700\u65b0\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u52a0\u3048\u3066\u3001\u81ea\u793e\u5185\u306e\u6587\u66f8\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001Web\u60c5\u5831\u306a\u3069\u3092\u6a2a\u65ad\u7684\u306b\u691c\u7d22\u3059\u308b\u9ad8\u7cbe\u5ea6RAG\u6280\u8853\u3092\u642d\u8f09\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u6839\u62e0\u60c5\u5831\u3092\u8e0f\u307e\u3048\u305f\u56de\u7b54\u751f\u6210\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p><mark>\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u3092\u660e\u793a\u7684\u306b\u691c\u7d22\u30fb\u5f15\u7528\u3057\u3066\u56de\u7b54\u3059\u308b\u305f\u3081\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u6839\u62e0\u4ed8\u304d\u56de\u7b54\u306e\u6a19\u6e96\u5316\u304c\u4fc3\u9032\u3055\u308c\u307e\u3059\u3002\u7279\u306bJAPAN AI CHAT\u306f\u3001\u60c5\u5831\u306e\u95a2\u4fc2\u6027\u3084\u69cb\u9020\u3092\u7406\u89e3\u3059\u308b\u72ec\u81eaRAG\u6280\u8853\u306b\u3088\u3063\u3066\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u540c\u58eb\u306e\u3064\u306a\u304c\u308a\u3082\u6349\u3048\u3089\u308c\u308b\u3088\u3046\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/mark><\/p>\n<p>\u3053\u306e\u72ec\u81eaRAG\u6280\u8853\u306b\u3088\u308a\u3001\u300c\u4eba\u30fb\u7d44\u7e54\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30fb\u30ad\u30fc\u30ef\u30fc\u30c9\u300d\u3092\u95a2\u9023\u3065\u3051\u3066\u691c\u7d22\u3057\u3001\u5358\u4f53\u306e\u6587\u66f8\u3060\u3051\u3067\u306f\u898b\u3064\u3051\u3065\u3089\u3044\u60c5\u5831\u307e\u3067\u7cbe\u5ea6\u9ad8\u304f\u62bd\u51fa\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001JAPAN AI CHAT\u306f\u9ad8\u3044\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u8981\u4ef6\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u751f\u6210AI\u3078\u306e\u5165\u529b\u30c7\u30fc\u30bf\u306f\u5916\u90e8\u306e\u5b66\u7fd2\u306b\u306f\u4f7f\u7528\u3055\u308c\u305a\u3001SSO\u3084IP\u5236\u9650\u3001\u30ed\u30b0\u7ba1\u7406\u3068\u3044\u3063\u305f\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u6a5f\u80fd\u3001\u6a29\u9650\u7ba1\u7406\u3001\u30c7\u30fc\u30bf\u6697\u53f7\u5316\u306a\u3069\u304c\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001ISMS\u8a8d\u8a3c\u300cISO\/IEC 27001\u300d\u300cISO\/IEC 27017\u300d\u3084\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30de\u30fc\u30af\u306e\u53d6\u5f97\u306b\u3088\u308a\u3001\u5927\u624b\u4f01\u696d\u3067\u3082\u5b89\u5fc3\u3057\u3066\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3044\u306a\u304c\u3089AI\u3092\u6d3b\u7528\u3067\u304d\u308b\u4f53\u5236\u304c\u6574\u5099\u3055\u308c\u3066\u3044\u308b\u306e\u3082\u5f37\u307f\u3067\u3059\u3002<\/p>\n<p>JAPAN AI CHAT\u306f\u5358\u306a\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067\u306f\u306a\u304f\u3001\u6839\u62e0\u30d9\u30fc\u30b9\u306e\u56de\u7b54\u3092\u6a19\u6e96\u5316\u3057\u3001\u7d44\u7e54\u5168\u4f53\u306e\u77e5\u8b58\u6d3b\u7528\u3092\u52b9\u7387\u5316\u3059\u308b\u4f01\u696d\u5411\u3051 AI \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u304a\u3059\u3059\u3081\u3067\u304d\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/p>\n<p>\u305c\u3072\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<section><a class=\"cta_ai_chat cta_wh_type\" href=\"https:\/\/japan-ai.co.jp\/chat\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\"><\/p>\n<div class=\"cta_logo\"><img decoding=\"async\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/logo_cta.png\"><\/div>\n<div class=\"cta_inner\">\n<div class=\"cta_inner_top\">\n<p class=\"sub_bot_p\">\n                    \u8cb4\u793e\u696d\u52d9\u306b\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u642d\u8f09\uff01<br class=\"pc_br\"><br class=\"sp_br\">\u4e0a\u5834\u4f01\u696d\u6c34\u6e96\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u74b0\u5883\u3068<br class=\"sp_br\"><span>\u6d3b\u7528\u652f\u63f4\u3092\u7121\u511f<\/span>\u3067\u63d0\u4f9b\n                <\/p>\n<\/div>\n<div class=\"cta_inner_bot\">\n<div class=\"cta_txtbox\">\n<h4 id=\"i-14\"><span>\u30c1\u30e3\u30c3\u30c8\u30c4\u30fc\u30eb\u306a\u3089<\/span><br \/>\n                        JAPAN AI CHAT<br \/>\n                    <\/h4>\n<div class=\"txt_cols\">\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_259_279)\"><path d=\"M9.00082 18.0363C10.1732 18.0378 11.3343 17.8076 12.4174 17.359C13.5005 16.9103 14.4842 16.2521 15.3121 15.422C16.1422 14.5941 16.8005 13.6103 17.2491 12.5272C17.6978 11.4441 17.928 10.283 17.9264 9.11069C17.9279 7.93834 17.6977 6.77725 17.2491 5.69415C16.8004 4.61105 16.1422 3.62728 15.3121 2.79938C14.4842 1.96931 13.5005 1.31103 12.4174 0.86238C11.3343 0.413728 10.1732 0.183547 9.00082 0.185066C7.82848 0.183572 6.66739 0.413764 5.58429 0.862414C4.50118 1.31107 3.51742 1.96933 2.68952 2.79938C1.85947 3.62728 1.2012 4.61105 0.752551 5.69415C0.3039 6.77725 0.0737082 7.93834 0.0752028 9.11069C0.0736838 10.283 0.303865 11.4441 0.752517 12.5272C1.20117 13.6103 1.85945 14.5941 2.68952 15.422C3.51742 16.252 4.50118 16.9103 5.58429 17.359C6.66739 17.8076 7.82848 18.0378 9.00082 18.0363Z\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_279\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(-0.00012207 0.11084)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u4e0a\u5834\u4f01\u696d\u6c34\u6e96\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u74b0\u5883\n                            <\/p>\n<\/div>\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_259_279)\"><path d=\"M9.00082 18.0363C10.1732 18.0378 11.3343 17.8076 12.4174 17.359C13.5005 16.9103 14.4842 16.2521 15.3121 15.422C16.1422 14.5941 16.8005 13.6103 17.2491 12.5272C17.6978 11.4441 17.928 10.283 17.9264 9.11069C17.9279 7.93834 17.6977 6.77725 17.2491 5.69415C16.8004 4.61105 16.1422 3.62728 15.3121 2.79938C14.4842 1.96931 13.5005 1.31103 12.4174 0.86238C11.3343 0.413728 10.1732 0.183547 9.00082 0.185066C7.82848 0.183572 6.66739 0.413764 5.58429 0.862414C4.50118 1.31107 3.51742 1.96933 2.68952 2.79938C1.85947 3.62728 1.2012 4.61105 0.752551 5.69415C0.3039 6.77725 0.0737082 7.93834 0.0752028 9.11069C0.0736838 10.283 0.303865 11.4441 0.752517 12.5272C1.20117 13.6103 1.85945 14.5941 2.68952 15.422C3.51742 16.252 4.50118 16.9103 5.58429 17.359C6.66739 17.8076 7.82848 18.0378 9.00082 18.0363Z\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_279\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(-0.00012207 0.11084)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u8c4a\u5bcc\u306a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u3054\u7528\u610f\n                            <\/p>\n<\/div>\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_259_279)\"><path d=\"M9.00082 18.0363C10.1732 18.0378 11.3343 17.8076 12.4174 17.359C13.5005 16.9103 14.4842 16.2521 15.3121 15.422C16.1422 14.5941 16.8005 13.6103 17.2491 12.5272C17.6978 11.4441 17.928 10.283 17.9264 9.11069C17.9279 7.93834 17.6977 6.77725 17.2491 5.69415C16.8004 4.61105 16.1422 3.62728 15.3121 2.79938C14.4842 1.96931 13.5005 1.31103 12.4174 0.86238C11.3343 0.413728 10.1732 0.183547 9.00082 0.185066C7.82848 0.183572 6.66739 0.413764 5.58429 0.862414C4.50118 1.31107 3.51742 1.96933 2.68952 2.79938C1.85947 3.62728 1.2012 4.61105 0.752551 5.69415C0.3039 6.77725 0.0737082 7.93834 0.0752028 9.11069C0.0736838 10.283 0.303865 11.4441 0.752517 12.5272C1.20117 13.6103 1.85945 14.5941 2.68952 15.422C3.51742 16.252 4.50118 16.9103 5.58429 17.359C6.66739 17.8076 7.82848 18.0378 9.00082 18.0363Z\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_279\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(-0.00012207 0.11084)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u81ea\u793e\u958b\u767a\u306eRAG\u3067\u9ad8\u56de\u7b54\u7cbe\u5ea6\u3092\u5b9f\u73fe\n                            <\/p>\n<\/div>\n<div class=\"txt_itm\">\n<div><svg width=\"18\" height=\"19\" viewBox=\"0 0 18 19\" fill=\"none\"><g clip-path=\"url(#clip0_259_279)\"><path d=\"M9.00082 18.0363C10.1732 18.0378 11.3343 17.8076 12.4174 17.359C13.5005 16.9103 14.4842 16.2521 15.3121 15.422C16.1422 14.5941 16.8005 13.6103 17.2491 12.5272C17.6978 11.4441 17.928 10.283 17.9264 9.11069C17.9279 7.93834 17.6977 6.77725 17.2491 5.69415C16.8004 4.61105 16.1422 3.62728 15.3121 2.79938C14.4842 1.96931 13.5005 1.31103 12.4174 0.86238C11.3343 0.413728 10.1732 0.183547 9.00082 0.185066C7.82848 0.183572 6.66739 0.413764 5.58429 0.862414C4.50118 1.31107 3.51742 1.96933 2.68952 2.79938C1.85947 3.62728 1.2012 4.61105 0.752551 5.69415C0.3039 6.77725 0.0737082 7.93834 0.0752028 9.11069C0.0736838 10.283 0.303865 11.4441 0.752517 12.5272C1.20117 13.6103 1.85945 14.5941 2.68952 15.422C3.51742 16.252 4.50118 16.9103 5.58429 17.359C6.66739 17.8076 7.82848 18.0378 9.00082 18.0363Z\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" fill=\"#EE3E3E\" \/><path d=\"M5.43066 9.11079L8.10835 11.7885L13.4637 6.43311\" stroke=\"white\" stroke-width=\"1.78512\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_279\"><rect width=\"18\" height=\"18\" fill=\"white\" transform=\"translate(-0.00012207 0.11084)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p>\n                                \u5916\u90e8\u9023\u643a\u6a5f\u80fd\u3092\u3054\u63d0\u4f9b\n                            <\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"ming\">\n<div class=\"monitor_div\"><img decoding=\"async\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/cta_monitor.png\"><\/div>\n<div class=\"video_div\"><!-- video link --><iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/s150PLLnReU?si=-j5eP4qnnARcQGMc&amp;controls=0&amp;autoplay=1&amp;mute=1\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"bottom_box gr_color\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><svg width=\"22\" height=\"17\" viewBox=\"0 0 22 17\" fill=\"none\"><g clip-path=\"url(#clip0_32_86)\"><path d=\"M14.9286 2.7157L21.2143 9.1189L14.9286 15.5205M0.785767 9.1205H21.2143\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_32_86\"><rect width=\"22\" height=\"16\" fill=\"white\" transform=\"translate(0 0.320557)\" \/><\/clipPath><\/defs><\/svg><\/div>\n<p><\/a><\/section>\n<h2 id=\"i-15\">RAG\u306e\u6d3b\u7528\u4e8b\u4f8b<\/h2>\n<p>\u3053\u3053\u3067\u306f\u3001RAG\u3092\u3055\u307e\u3056\u307e\u306a\u696d\u52d9\u3067\u6d3b\u7528\u3057\u3066\u3044\u308b\u4ee5\u4e0b\u306e\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li aria-level=\"1\">\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u306e\u52b9\u7387\u5316<\/li>\n<li aria-level=\"1\">\u55b6\u696d\u63d0\u6848\u8cc7\u6599\u306e\u81ea\u52d5\u751f\u6210<\/li>\n<li aria-level=\"1\">\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u5fdc\u7b54<\/li>\n<li aria-level=\"1\">\u5e02\u5834\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u4f5c\u6210<\/li>\n<\/ol>\n<h3 id=\"i-16\">\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u306e\u52b9\u7387\u5316<\/h3>\n<p>\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u306e\u5206\u6563\u306f\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u62b1\u3048\u308b\u5171\u901a\u8ab2\u984c\u3067\u3059\u3002<\/p>\n<p>\u90e8\u9580\u3054\u3068\u306b\u4fdd\u5b58\u3055\u308c\u305f\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u8b70\u4e8b\u9332\u3001FAQ\u3001\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u304c\u70b9\u5728\u3059\u308b\u5834\u5408\u3001\u300c\u3069\u3053\u306b\u4f55\u304c\u3042\u308b\u306e\u304b\u5206\u304b\u3089\u306a\u3044\u300d\u300c\u62c5\u5f53\u8005\u306b\u805e\u304b\u306a\u3044\u3068\u7b54\u3048\u304c\u51fa\u306a\u3044\u300d\u306a\u3069\u306e\u72b6\u6cc1\u304c\u65e5\u5e38\u7684\u306b\u767a\u751f\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001<mark>\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u306e\u5206\u6563\u3092\u89e3\u6c7a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3063\u305f\u306e\u304cJAPAN AI CHAT\u306eRAG\u6a5f\u80fd\u3067\u3059\u3002<\/mark><\/p>\n<p>JAPAN AI CHAT\u306eRAG\u6a5f\u80fd\u306a\u3089\u3001\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u898f\u7a0b\u985e\u306a\u3069\u3092\u6a2a\u65ad\u691c\u7d22\u3057\u3001\u8cea\u554f\u5185\u5bb9\u306b\u5fdc\u3058\u3066\u6700\u9069\u306a\u60c5\u5831\u3092\u81ea\u52d5\u62bd\u51fa\u30fb\u8981\u7d04\u3057\u3066\u56de\u7b54\u3059\u308b\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u5358\u306a\u308b\u30ad\u30fc\u30ef\u30fc\u30c9\u4e00\u81f4\u3067\u306f\u306a\u304f\u3001\u610f\u5473\u7406\u89e3\u306b\u57fa\u3065\u304f\u691c\u7d22\u306b\u3088\u308a\u3001\u95a2\u9023\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u7684\u78ba\u306b\u53d6\u5f97\u3067\u304d\u308b\u305f\u3081\u3001\u30ca\u30ec\u30c3\u30b8\u304c\u6563\u5728\u3057\u3066\u3044\u3066\u3082\u5fc5\u8981\u306a\u60c5\u5831\u3078\u30b9\u30e0\u30fc\u30ba\u306b\u305f\u3069\u308a\u7740\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u3057\u3066\u3001\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u304c\u52b9\u7387\u3088\u304f\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u7d50\u679c\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u6642\u9593\u306f\u5927\u5e45\u306b\u77ed\u7e2e\u3055\u308c\u3001\u5c5e\u4eba\u5316\u3057\u3066\u3044\u305f\u77e5\u8b58\u304c\u7d44\u7e54\u5168\u4f53\u3067\u5171\u6709\u30fb\u6d3b\u7528\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u696d\u52d9\u52b9\u7387\u306e\u5411\u4e0a\u3060\u3051\u3067\u306a\u304f\u3001\u56de\u7b54\u54c1\u8cea\u306e\u6a19\u6e96\u5316\u3084\u610f\u601d\u6c7a\u5b9a\u306e\u8fc5\u901f\u5316\u3082\u5b9f\u73fe\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>RAG\u306f\u3001\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u3092\u300c\u63a2\u3059\u624b\u9593\u300d\u304b\u3089\u89e3\u653e\u3057\u3001\u7d44\u7e54\u5168\u4f53\u306e\u751f\u7523\u6027\u3092\u5e95\u4e0a\u3052\u3059\u308b\u6709\u52b9\u306a\u624b\u6bb5\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n<h3 id=\"i-17\">\u55b6\u696d\u63d0\u6848\u8cc7\u6599\u306e\u81ea\u52d5\u751f\u6210<\/h3>\n<p>\u3042\u308b\u55b6\u696d\u73fe\u5834\u3067\u306f\u3001\u6848\u4ef6\u3054\u3068\u306b\u9867\u5ba2\u8ab2\u984c\u3084\u696d\u754c\u7279\u6027\u306b\u5408\u308f\u305b\u305f\u63d0\u6848\u8cc7\u6599\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u591a\u304f\u306e\u6642\u9593\u3068\u5de5\u6570\u304c\u304b\u304b\u308b\u3053\u3068\u304c\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u7279\u306b\u3001\u904e\u53bb\u306e\u63d0\u6848\u66f8\u3084\u88fd\u54c1\u8cc7\u6599\u3001\u5c0e\u5165\u4e8b\u4f8b\u306a\u3069\u304c\u8907\u6570\u306e\u30d5\u30a9\u30eb\u30c0\u3084\u30c4\u30fc\u30eb\u306b\u5206\u6563\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u53c2\u8003\u60c5\u5831\u3092\u63a2\u3059\u3060\u3051\u3067\u3082\u76f8\u5f53\u306a\u624b\u9593\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<p>\u55b6\u696d\u63d0\u6848\u8cc7\u6599\u306e\u4f5c\u6210\u3092\u81ea\u52d5\u5316\u3059\u308b\u306e\u306b\u3082\u5f79\u7acb\u3064\u306e\u304cJAPAN AI CHAT\u306eRAG\u6a5f\u80fd\u3067\u3059\u3002<\/p>\n<p><mark>JAPAN AI CHAT\u306eRAG\u6a5f\u80fd\u306f\u3001\u904e\u53bb\u306e\u63d0\u6848\u8cc7\u6599\u3084\u88fd\u54c1\u60c5\u5831\u3001\u6210\u529f\u4e8b\u4f8b\u306a\u3069\u3092\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3068\u3057\u3066\u53d6\u308a\u8fbc\u307f\u3001\u55b6\u696d\u62c5\u5f53\u8005\u304c\u5165\u529b\u3057\u305f\u696d\u7a2e\u30fb\u8ab2\u984c\u30fb\u4e88\u7b97\u30fb\u5c0e\u5165\u76ee\u7684\u306a\u3069\u306e\u6761\u4ef6\u306b\u5fdc\u3058\u3066\u3001\u6700\u9069\u306a\u69cb\u6210\u306e\u63d0\u6848\u66f8\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/mark><\/p>\n<p>\u5358\u306a\u308b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u51fa\u529b\u3067\u306f\u306a\u304f\u3001\u793e\u5185\u306b\u84c4\u7a4d\u3055\u308c\u305f\u5b9f\u7e3e\u3084\u5177\u4f53\u7684\u306a\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3057\u305f\u6839\u62e0\u3042\u308b\u63d0\u6848\u5185\u5bb9\u3092\u4f5c\u6210\u3067\u304d\u308b\u70b9\u304c\u5927\u304d\u306a\u5f37\u307f\u3067\u3059\u3002<\/p>\n<p>\u305d\u3057\u3066\u3001JAPAN AI CHAT\u306eRAG\u6a5f\u80fd\u306b\u3088\u308a\u3001\u8cc7\u6599\u4f5c\u6210\u306b\u304b\u304b\u308b\u5de5\u6570\u306f\u5927\u5e45\u306b\u524a\u6e1b\u3055\u308c\u3001\u63d0\u6848\u5185\u5bb9\u306e\u54c1\u8cea\u304c\u6a19\u6e96\u5316\u3055\u308c\u305f\u305f\u3081\u3001\u62c5\u5f53\u8005\u3054\u3068\u306e\u3070\u3089\u3064\u304d\u3082\u6291\u3048\u3089\u308c\u3001\u7d44\u7e54\u5168\u4f53\u306e\u55b6\u696d\u529b\u5f37\u5316\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>RAG\u306f\u3001\u55b6\u696d\u6d3b\u52d5\u306e\u751f\u7523\u6027\u3092\u9ad8\u3081\u3089\u308c\u308b\u70b9\u3082\u6709\u76ca\u306a\u6280\u8853\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n<h3 id=\"i-18\">\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u5fdc\u7b54<\/h3>\n<p>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u73fe\u5834\u3067\u306f\u3001\u540c\u3058\u3088\u3046\u306a\u8cea\u554f\u304c\u7e70\u308a\u8fd4\u3057\u5bc4\u305b\u3089\u308c\u308b\u4e00\u65b9\u3067\u3001\u62c5\u5f53\u8005\u3054\u3068\u306b\u56de\u7b54\u5185\u5bb9\u3084\u8868\u73fe\u304c\u7570\u306a\u308a\u3001\u5bfe\u5fdc\u54c1\u8cea\u306e\u3070\u3089\u3064\u304d\u304c\u8ab2\u984c\u3068\u306a\u308b\u30b1\u30fc\u30b9\u304c\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u307e\u305f\u3001\u554f\u3044\u5408\u308f\u305b\u4ef6\u6570\u306e\u5897\u52a0\u306b\u4f34\u3044\u3001\u5bfe\u5fdc\u6642\u9593\u306e\u9577\u671f\u5316\u3084\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306e\u8ca0\u62c5\u5897\u5927\u3082\u554f\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p><mark>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u306f\u3001JAPAN AI CHAT\u306eRAG\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308b\u3068\u3001\u793e\u5185FAQ\u3084\u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u5c65\u6b74\u306a\u3069\u3092\u6a2a\u65ad\u7684\u306b\u691c\u7d22\u3057\u3001\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u56de\u7b54\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9\u53ef\u80fd\u3067\u3059\u3002<\/mark><\/p>\n<p>\u5358\u306a\u308b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u8fd4\u4fe1\u3067\u306f\u306a\u304f\u3001\u84c4\u7a4d\u3055\u308c\u305f\u30ca\u30ec\u30c3\u30b8\u3092\u3082\u3068\u306b\u610f\u5473\u7406\u89e3\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3092\u7d44\u307f\u7acb\u3066\u308b\u305f\u3081\u3001\u9867\u5ba2\u306e\u8cea\u554f\u610f\u56f3\u306b\u6cbf\u3063\u305f\u3001\u6839\u62e0\u3042\u308b\u4e00\u8cab\u6027\u306e\u9ad8\u3044\u5fdc\u7b54\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u3057\u3066\u3001JAPAN AI CHAT\u306eRAG\u6a5f\u80fd\u306b\u3088\u308b\u6539\u5584\u304c\u5b9f\u73fe\u3059\u308c\u3070\u3001\u56de\u7b54\u54c1\u8cea\u306e\u6a19\u6e96\u5316\u304c\u9032\u307f\u3001\u62c5\u5f53\u8005\u306b\u3088\u308b\u3070\u3089\u3064\u304d\u304c\u6291\u3048\u3089\u308c\u308b\u3068\u3068\u3082\u306b\u3001\u30b5\u30dd\u30fc\u30c8\u5bfe\u5fdc\u306e\u5e73\u5747\u6642\u9593\u3082\u5927\u5e45\u306b\u77ed\u7e2e\u3055\u308c\u9ad8\u5ea6\u306a\u5224\u65ad\u304c\u5fc5\u8981\u306a\u554f\u3044\u5408\u308f\u305b\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>RAG\u3092\u6d3b\u7528\u3057\u305f\u81ea\u52d5\u5fdc\u7b54\u306f\u3001\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u306e\u751f\u7523\u6027\u3068\u54c1\u8cea\u3092\u4e21\u7acb\u3055\u305b\u308b\u6709\u52b9\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/p>\n<h3 id=\"i-19\">\u5e02\u5834\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u4f5c\u6210<\/h3>\n<p>\u5e02\u5834\u8abf\u67fb\u306e\u73fe\u5834\u3067\u306f\u3001\u696d\u754c\u30cb\u30e5\u30fc\u30b9\u3084\u7d71\u8a08\u30c7\u30fc\u30bf\u3001\u5404\u7a2e\u30ec\u30dd\u30fc\u30c8\u306a\u3069\u81a8\u5927\u306a\u516c\u958b\u60c5\u5831\u3092\u53ce\u96c6\u30fb\u6574\u7406\u3057\u3001\u305d\u3053\u304b\u3089\u793a\u5506\u3092\u5c0e\u304d\u51fa\u3059\u4f5c\u696d\u306b\u591a\u304f\u306e\u6642\u9593\u3068\u52b4\u529b\u304c\u304b\u304b\u3063\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u60c5\u5831\u6e90\u304c\u591a\u5c90\u306b\u308f\u305f\u308b\u307b\u3069\u7db2\u7f85\u6027\u306f\u9ad8\u307e\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u5206\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u6368\u9078\u629e\u3084\u8981\u70b9\u62bd\u51fa\u306b\u624b\u9593\u304c\u304b\u304b\u308a\u3001\u5206\u6790\u62c5\u5f53\u8005\u304c\u672c\u6765\u6ce8\u529b\u3059\u3079\u304d\u6226\u7565\u7acb\u6848\u306b\u5341\u5206\u306a\u6642\u9593\u3092\u78ba\u4fdd\u3067\u304d\u306a\u3044\u8ab2\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001<mark>JAPAN AI CHAT\u306eRAG\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u8cea\u554f\u610f\u56f3\u306b\u57fa\u3065\u3044\u305f\u610f\u5473\u7406\u89e3\u578b\u691c\u7d22\u3092\u5b9f\u73fe\u3057\u3001\u8907\u6570\u306e\u60c5\u5831\u6e90\u304b\u3089\u5f97\u3089\u308c\u305f\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u7684\u306b\u307e\u3068\u3081\u305f\u5e02\u5834\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u3092\u81ea\u52d5\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/mark><\/p>\n<p>\u305d\u3057\u3066\u3001JAPAN AI CHAT\u306eRAG\u6a5f\u80fd\u306e\u6539\u5584\u306b\u3088\u308a\u3001\u5e02\u5834\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u6210\u306b\u304b\u304b\u308b\u6642\u9593\u306f\u5927\u5e45\u306b\u77ed\u7e2e\u3055\u308c\u3001\u62c5\u5f53\u8005\u306f\u3088\u308a\u4ed8\u52a0\u4fa1\u5024\u306e\u9ad8\u3044\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>RAG\u3092\u6d3b\u7528\u3057\u305f\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u4f5c\u6210\u306f\u3001\u60c5\u5831\u904e\u591a\u306e\u6642\u4ee3\u306b\u304a\u3044\u3066\u8fc5\u901f\u304b\u3064\u8cea\u306e\u9ad8\u3044\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u3048\u308b\u6709\u52b9\u306a\u624b\u6cd5\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n<h2 id=\"i-20\">RAG\u306e\u5c0e\u5165\u6642\u306e\u6ce8\u610f\u70b9<\/h2>\n<p>RAG\u306e\u5c0e\u5165\u6642\u306e\u6ce8\u610f\u70b9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ol>\n<li aria-level=\"1\">\u521d\u671f\u6295\u8cc7\u8ca0\u62c5\u3068\u4eba\u6750\u30ea\u30bd\u30fc\u30b9\u4e0d\u8db3<\/li>\n<li aria-level=\"1\">\u793e\u5185\u30c7\u30fc\u30bf\u306e\u6574\u7406\u3068\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56<\/li>\n<li aria-level=\"1\">\u30b7\u30b9\u30c6\u30e0\u306e\u8907\u96d1\u3055\u3068\u65e5\u3005\u306e\u904b\u7528\u8ca0\u62c5<\/li>\n<\/ol>\n<h3 id=\"i-21\">\u521d\u671f\u6295\u8cc7\u8ca0\u62c5\u3068\u4eba\u6750\u30ea\u30bd\u30fc\u30b9\u4e0d\u8db3<\/h3>\n<p>RAG\u306f\u9ad8\u3044\u5b9f\u7528\u6027\u3092\u6301\u3064\u4e00\u65b9\u3067\u3001\u5c0e\u5165\u6642\u306e\u521d\u671f\u6295\u8cc7\u8ca0\u62c5\u3068\u5c02\u9580\u4eba\u6750\u306e\u78ba\u4fdd\u304c\u5927\u304d\u306a\u8ab2\u984c\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305a\u30b3\u30b9\u30c8\u9762\u3067\u306f\u3001RAG\u306e\u69cb\u7bc9\u306b\u306f\u5358\u306a\u308bAI\u30e2\u30c7\u30eb\u5229\u7528\u6599\u3084API\u8cbb\u7528\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6574\u5099\u30fb\u691c\u7d22\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316\u30fb\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u8a2d\u8a08\u30fb\u30b7\u30b9\u30c6\u30e0\u7d71\u5408\u3068\u3044\u3063\u305f\u521d\u671f\u4f5c\u696d\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>\u305d\u3057\u3066\u3001\u3053\u306e\u521d\u671f\u4f5c\u696d\u3092\u52b9\u679c\u7684\u306b\u8a2d\u8a08\u30fb\u904b\u7528\u3059\u308b\u306b\u306f\u3001\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u751f\u6210AI\u306e\u6319\u52d5\u3092\u7406\u89e3\u3057\u305f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u3069\u306e\u5c02\u9580\u4eba\u6750\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001RAG\u7279\u6709\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3001\u691c\u7d22\u7cbe\u5ea6\u306e\u6700\u9069\u5316\u3001\u7d99\u7d9a\u7684\u30c7\u30fc\u30bf\u66f4\u65b0\u3068\u3044\u3063\u305f\u904b\u7528\u30bf\u30b9\u30af\u3082\u767a\u751f\u3059\u308b\u305f\u3081\u3001\u5c0e\u5165\u5f8c\u3082\u7d99\u7d9a\u7684\u306a\u30ea\u30bd\u30fc\u30b9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p><mark>\u7279\u306b\u793e\u5185\u306bAI\u3084\u30c7\u30fc\u30bf\u95a2\u9023\u306e\u77e5\u898b\u304c\u5341\u5206\u3067\u306a\u3044\u5834\u5408\u3001\u5916\u90e8\u30b3\u30f3\u30b5\u30eb\u3084\u6280\u8853\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u306e\u9023\u643a\u3092\u691c\u8a0e\u3059\u308b\u306a\u3069\u3001\u4e8b\u524d\u306b\u8a08\u753b\u7684\u306a\u6e96\u5099\u3092\u9032\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/mark><\/p>\n<h3 id=\"i-22\">\u793e\u5185\u30c7\u30fc\u30bf\u306e\u6574\u7406\u3068\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56<\/h3>\n<p>RAG\u306e\u5c0e\u5165\u6642\u306b\u306f\u3001\u793e\u5185\u30c7\u30fc\u30bf\u306e\u6574\u7406\u4f53\u5236\u3068\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3092\u9069\u5207\u306b\u6574\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>RAG\u306f\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u3084\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3057\u3066\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u306e\u305f\u3081\u3001\u57fa\u76e4\u3068\u306a\u308b\u60c5\u5831\u304c\u6574\u7406\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u691c\u7d22\u7cbe\u5ea6\u3084\u56de\u7b54\u54c1\u8cea\u304c\u4f4e\u4e0b\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u969b\u306bRAG\u69cb\u7bc9\u3067\u306f\u3001FAQ\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u904e\u53bb\u306e\u5bfe\u5fdc\u5c65\u6b74\u3001\u4ed5\u69d8\u66f8\u306a\u3069\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u4e00\u3055\u308c\u305f\u5f62\u5f0f\u3067\u53ce\u96c6\u30fb\u5206\u985e\u30fb\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316\u3057\u3001\u691c\u7d22\u53ef\u80fd\u306a\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3068\u3057\u3066\u6574\u5099\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u4e00\u65b9\u3001<mark>RAG\u306f\u30c7\u30fc\u30bf\u3092\u6a2a\u65ad\u7684\u306b\u691c\u7d22\u3059\u308b\u6027\u8cea\u4e0a\u3001\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u306e\u53d6\u308a\u6271\u3044\u306b\u95a2\u3059\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u5f37\u5316\u3082\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002<\/mark><\/p>\n<p>\u4f8b\u3048\u3070\u3001\u793e\u5185\u30c7\u30fc\u30bf\u3092\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3068\u3057\u3066\u53d6\u308a\u8fbc\u3080\u969b\u306b\u306f\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u306e\u8a2d\u5b9a\u3001\u30c7\u30fc\u30bf\u5206\u985e\u30dd\u30ea\u30b7\u30fc\u306e\u7b56\u5b9a\u3001\u6697\u53f7\u5316\u3001\u30ed\u30b0\u7ba1\u7406\u306a\u3069\u306e\u60c5\u5831\u7d71\u5236\u306e\u4ed5\u7d44\u307f\u3092\u6574\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>RAG\u306e\u5c0e\u5165\u30fb\u904b\u7528\u306b\u306f\u5358\u306a\u308b\u6280\u8853\u7684\u5b9f\u88c5\u3060\u3051\u3067\u306a\u304f\u3001\u793e\u5185\u30c7\u30fc\u30bf\u3092\u6574\u7136\u3068\u6574\u7406\u3057\u3001\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u9ad8\u3044\u30ec\u30d9\u30eb\u3067\u7dad\u6301\u3059\u308b\u4ed5\u7d44\u307f\u3082\u540c\u6642\u306b\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3092\u610f\u8b58\u3057\u3066\u53d6\u308a\u7d44\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3 id=\"i-23\">\u30b7\u30b9\u30c6\u30e0\u306e\u8907\u96d1\u3055\u3068\u65e5\u3005\u306e\u904b\u7528\u8ca0\u62c5<\/h3>\n<p>RAG\u306f\u9ad8\u7cbe\u5ea6\u306aAI\u5fdc\u7b54\u3092\u5b9f\u73fe\u3059\u308b\u5f37\u529b\u306a\u6280\u8853\u3067\u3059\u304c\u3001\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u304c\u8907\u96d1\u306b\u306a\u308a\u304c\u3061\u3067\u3001\u65e5\u3005\u306e\u904b\u7528\u8ca0\u62c5\u3082\u8efd\u8996\u3067\u304d\u306a\u3044\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>RAG\u306f\u751f\u6210\u30e2\u30c7\u30eb\u3060\u3051\u3067\u306a\u304f\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u306a\u3069\u8907\u6570\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u7d71\u5408\u3059\u308b\u4ed5\u7d44\u307f\u306e\u305f\u3081\u3001\u305d\u306e\u8a2d\u8a08\u30fb\u69cb\u7bc9\u306b\u306f\u9ad8\u5ea6\u306a\u6280\u8853\u77e5\u8b58\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p><mark>\u5358\u7d14\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u5c0e\u5165\u3068\u306f\u7570\u306a\u308a\u3001\u60c5\u5831\u53ce\u96c6\u30fb\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316\u30fb\u691c\u7d22\u7cbe\u5ea6\u8abf\u6574\u30fb\u751f\u6210\u30e2\u30c7\u30eb\u306e\u6700\u9069\u5316\u3068\u3044\u3063\u305f\u8907\u6570\u30d5\u30a7\u30fc\u30ba\u3092\u9023\u643a\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u5168\u4f53\u306e\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u304c\u8907\u96d1\u306b\u306a\u308b\u50be\u5411\u304c\u3042\u308b\u70b9\u306b\u306f\u6ce8\u610f\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/mark><\/p>\n<p>\u307e\u305f\u3001\u5c0e\u5165\u5f8c\u306e\u65e5\u3005\u306e\u904b\u7528\u8ca0\u62c5\u3082\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3001RAG\u3067\u6d3b\u7528\u3059\u308b\u5916\u90e8\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306f\u5b9a\u671f\u7684\u306b\u66f4\u65b0\u3057\u306a\u3044\u3068\u691c\u7d22\u7cbe\u5ea6\u304c\u4f4e\u4e0b\u3057\u3001\u53e4\u3044\u60c5\u5831\u306b\u57fa\u3065\u304f\u4e0d\u9069\u5207\u306a\u56de\u7b54\u304c\u751f\u3058\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u88fd\u54c1\u4ed5\u69d8\u5909\u66f4\u3084FAQ\u66f4\u65b0\u3001\u6cd5\u6539\u6b63\u306a\u3069\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306b\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u5dee\u3057\u66ff\u3048\u30fb\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\uc758 \u518d\u69cb\u7bc9\u30fb\u691c\u7d22\u30b9\u30b3\u30a2\u306e\u8abf\u6574\u306a\u3069\u306e\u904b\u7528\u4f5c\u696d\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<p>RAG\u306e\u5229\u7528\u958b\u59cb\u524d\u306b\u306f\u3001\u8a2d\u8a08\u30fb\u904b\u7528\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3092\u63cf\u304d\u3001\u9069\u5207\u306a\u4f53\u5236\u3068\u30ea\u30bd\u30fc\u30b9\u3092\u78ba\u4fdd\u3057\u3066\u304a\u304f\u5bfe\u5fdc\u304c\u5c0e\u5165\u52b9\u679c\u3092\u6700\u5927\u5316\u3059\u308b\u4e0a\u3067\u5927\u5207\u3067\u3059\u3002<\/p>\n<h2 id=\"i-24\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n<p>\u3053\u3053\u3067\u306f\u3001RAG\u306b\u95a2\u3059\u308b\u4ee5\u4e0b\u306e\u3088\u304f\u3042\u308b\u8cea\u554f\u3068\u305d\u306e\u56de\u7b54\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li aria-level=\"1\">RAG\u306f\u3069\u3093\u306a\u696d\u52d9\u3067\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u304b\uff1f<\/li>\n<li aria-level=\"1\">RAG\u642d\u8f09\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3076\u30dd\u30a4\u30f3\u30c8\u306f\uff1f<\/li>\n<\/ol>\n<h3 id=\"i-25\">RAG\u306f\u3069\u3093\u306a\u696d\u52d9\u3067\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u304b\uff1f<\/h3>\n<p>RAG\u306f\u3001\u60c5\u5831\u63a2\u7d22\u3068\u56de\u7b54\u751f\u6210\u304c\u6c42\u3081\u3089\u308c\u308b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5e45\u5e83\u3044\u696d\u52d9\u9818\u57df\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ol>\n<li aria-level=\"1\">\u793e\u5185\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u3084\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u3067\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc<\/li>\n<li aria-level=\"1\">\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306b\u304a\u3051\u308bFAQ\u81ea\u52d5\u5fdc\u7b54<\/li>\n<li aria-level=\"1\">\u55b6\u696d\u90e8\u9580\u3067\u306e\u63d0\u6848\u8cc7\u6599\u30fb\u5546\u54c1\u60c5\u5831\u306e\u691c\u7d22\u652f\u63f4<\/li>\n<li aria-level=\"1\">\u6cd5\u52d9\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u90e8\u9580\u3067\u306e\u898f\u7a0b\u30fb\u5951\u7d04\u66f8\u691c\u7d22<\/li>\n<li aria-level=\"1\">\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u691c\u7d22\u306e\u52b9\u7387\u5316\u3000\u306a\u3069<\/li>\n<\/ol>\n<p><mark>\u4e0a\u8a18\u306e\u3088\u3046\u306a\u5e45\u5e83\u3044\u696d\u52d9\u9818\u57df\u3067\u60c5\u5831\u691c\u7d22\u30fb\u8981\u7d04\u30fb\u56de\u7b54\u751f\u6210\u306e\u4e00\u9023\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u30fb\u9ad8\u5ea6\u5316\u3067\u304d\u308b\u70b9\u3067\u3001RAG\u306e\u5229\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/mark><\/p>\n<h3 id=\"i-26\">RAG\u642d\u8f09\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3076\u30dd\u30a4\u30f3\u30c8\u306f\uff1f<\/h3>\n<p>RAG\u642d\u8f09\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3076\u969b\u306f\u3002\u81ea\u793e\u3067\u5b89\u5168\u304b\u3064\u52b9\u679c\u7684\u306b\u904b\u7528\u3067\u304d\u308b\u304b\u3092\u4ee5\u4e0b\u306e\u30dd\u30a4\u30f3\u30c8\u304b\u3089\u898b\u6975\u3081\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<td>\u30dd\u30a4\u30f3\u30c8<\/td>\n<td>\u6982\u8981<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u793e\u30c7\u30fc\u30bf\u3068\u306e\u9023\u643a\u65b9\u6cd5\u306e\u67d4\u8edf\u6027<\/td>\n<td>\u793e\u5185\u306e\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u3084\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u3001ERP\u3084CRM\u306a\u3069\u306e\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3068\u30b9\u30e0\u30fc\u30ba\u306b\u63a5\u7d9a\u3067\u304d\u308b\u4ed5\u7d44\u307f\u304b\u3092\u78ba\u8a8d\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u691c\u7d22\u7cbe\u5ea6\u3084\u56de\u7b54\u306e\u6839\u62e0\u63d0\u793a\u6a5f\u80fd<\/td>\n<td>\u56de\u7b54\u306e\u6839\u62e0\u3068\u306a\u308b\u51fa\u5178\u3084\u539f\u6587\u306e\u30ea\u30f3\u30af\u3092\u660e\u793a\u3067\u304d\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u306e\u306f\u3001\u696d\u52d9\u4e0a\u306e\u4fe1\u983c\u6027\u30fb\u8aac\u660e\u8cac\u4efb\u3092\u679c\u305f\u3059\u4e0a\u3067\u91cd\u8981<\/td>\n<\/tr>\n<tr>\n<td>\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3084\u6697\u53f7\u5316\u306a\u3069\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56<\/td>\n<td>SSO\u30fb\u591a\u8981\u7d20\u8a8d\u8a3c\u30fbIP\u5236\u9650\u30fb\u30c7\u30fc\u30bf\u6697\u53f7\u5316\u30fb\u64cd\u4f5c\u30ed\u30b0\u7ba1\u7406\u306a\u3069\u306e\u7d71\u5236\u6a5f\u80fd\u304c\u6574\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u5c0e\u5165\u30fb\u904b\u7528\u306e\u3057\u3084\u3059\u3055<\/td>\n<td>UI\u304c\u76f4\u611f\u7684\u3067\u3042\u308b\u304b\u3001\u7ba1\u7406\u6a5f\u80fd\u304c\u5145\u5b9f\u3057\u3066\u3044\u308b\u304b\u3001\u30b5\u30dd\u30fc\u30c8\u4f53\u5236\u304c\u6574\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u62e1\u5f35\u6027\u30fb\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027<\/td>\n<td>\u5c06\u6765\u306e\u6d3b\u7528\u7528\u9014\u3084\u30c7\u30fc\u30bf\u91cf\u306e\u5897\u52a0\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u67d4\u8edf\u306a\u8a2d\u8a08\u304b\u3092\u8a55\u4fa1\u3059\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><mark>\u4e0a\u8a18\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u62bc\u3055\u3048\u308c\u3070\u3001\u5b9f\u969b\u306e\u696d\u52d9\u8ab2\u984c\u306b\u6700\u9069\u306a\u904b\u7528\u3092\u5b9f\u73fe\u3067\u304d\u308bRAG\u642d\u8f09\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3079\u308b\u3067\u3057\u3087\u3046\u3002<\/mark><\/p>\n<h2 id=\"i-27\">RAG\u642d\u8f09\u30b5\u30fc\u30d3\u30b9\u3092\u5c0e\u5165\u3059\u308b\u306a\u3089\u76f4\u89b3\u7684\u306b\u64cd\u4f5c\u3067\u304d\u308b\u300cJAPAN AI CHAT\u300d<\/h2>\n<p>RAG\u642d\u8f09\u30b5\u30fc\u30d3\u30b9\u306e\u5c0e\u5165\u306f\u3001\u73fe\u5834\u3067\u7d99\u7d9a\u7684\u306b\u5229\u7528\u3055\u308c\u308b\u3088\u3046\u306a\u6210\u679c\u3092\u751f\u3080\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9\u3067\u304d\u308b\u304b\u304c\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u70b9\u3067\u304a\u3059\u3059\u3081\u306a\u306e\u304c\u3001\u76f4\u89b3\u7684\u306a\u64cd\u4f5c\u6027\u3068\u4f01\u696d\u5c0e\u5165\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u8a2d\u8a08\u304c\u65bd\u3055\u308c\u3066\u3044\u308bRAG\u642d\u8f09\u30b5\u30fc\u30d3\u30b9\u306e\u300cJAPAN AI CHAT\u300d\u3067\u3059\u3002<\/p>\n<p><mark>JAPAN AI CHAT\u3067\u306f\u3001\u5c02\u4efb\u62c5\u5f53\u304c\u30d2\u30a2\u30ea\u30f3\u30b0\u3092\u901a\u3058\u3066\u6d3b\u7528\u696d\u52d9\u306e\u9078\u5b9a\u30fb\u8a2d\u8a08\u3092\u652f\u63f4\u3057\u3001\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u6574\u5099\u304b\u3089\u793e\u5185\u5c55\u958b\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u4f34\u8d70\u3059\u308b\u4f53\u5236\u304c\u6574\u3063\u3066\u3044\u307e\u3059\u3002<\/mark>\u307e\u305f\u3001\u7ba1\u7406\u753b\u9762\u3067\u5229\u7528\u72b6\u6cc1\u3084\u524a\u6e1b\u6642\u9593\u3092\u53ef\u8996\u5316\u3067\u304d\u308b\u305f\u3081\u3001\u300c\u3069\u308c\u3060\u3051\u696d\u52d9\u52b9\u7387\u304c\u6539\u5584\u3057\u305f\u304b\u300d\u3092\u6570\u5024\u3067\u628a\u63e1\u3067\u304d\u3001\u52b9\u679c\u3092\u6839\u62e0\u3068\u3057\u3066\u793a\u3057\u306a\u304c\u3089\u3001\u7121\u7406\u306e\u306a\u3044\u5f62\u3067\u5168\u793e\u5c55\u958b\u3092\u9032\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001RAG\u6d3b\u7528\u3067\u306f\u793e\u5185\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306f\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u304c\u3001JAPAN AI CHAT\u306f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u304c\u9023\u643a\u5148\u306e\u5916\u90e8LLM\u306e\u5b66\u7fd2\u306b\u5229\u7528\u3055\u308c\u306a\u3044\u8a2d\u8a08\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u6a5f\u5bc6\u60c5\u5831\u306e\u53d6\u308a\u6271\u3044\u306b\u3082\u914d\u616e\u3057\u3066\u3044\u308b\u306e\u304c\u7279\u9577\u7684\u3067\u3059\u3002\u305d\u3057\u3066\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9762\u3067\u306f\u3001ISMS\u8a8d\u8a3c\u300cISO\/IEC 27001\u300d\u300cISO\/IEC 27017\u300d\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30de\u30fc\u30af\u3092\u53d6\u5f97\u3057\u3066\u304a\u308a\u3001\u5927\u624b\u4f01\u696d\u3067\u3082\u5b89\u5fc3\u3057\u3066\u5c0e\u5165\u3067\u304d\u308b\u4f53\u5236\u304c\u6574\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>JAPAN AI CHAT\u306fRAG\u6d3b\u7528\u306b\u5fc5\u8981\u306a\u6a5f\u80fd\u30fb\u7279\u5fb4\u3092\u517c\u306d\u5099\u3048\u3066\u304a\u308a\u3001\u6839\u62e0\u306b\u57fa\u3065\u304f\u56de\u7b54\u751f\u6210\u3068\u696d\u52d9\u52b9\u7387\u5316\u3092\u4e21\u7acb\u3059\u308b\u4f01\u696d\u5411\u3051RAG\u642d\u8f09\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<p>\u305c\u3072\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<a href=\"https:\/\/japan-ai.co.jp\/agent\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\" rel=\"noopener\">\u69d8\u3005\u306a\u696d\u52d9\u3092\u81ea\u5f8b\u7684\u306b\u9042\u884c\u3059\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300cJAPAN AI AGENT\u300d<\/a><\/p>\n<div class=\"cta_ai_chat_b cta_wh_type_b\">\n<div class=\"cta_logo\"><img decoding=\"async\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/logo_cta.png\"><\/div>\n<div class=\"cta_inner\">\n<div class=\"cta_txt\">\n<h4 id=\"i-28\">\n                3\u5206\u3067\u308f\u304b\u308b\uff01<br \/>\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u57fa\u790e\u77e5\u8b58            <\/h4>\n<p>\n                AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u8a2d\u5b9a\u3057\u305f\u76ee\u6a19\u3084\u30b4\u30fc\u30eb\u306b\u5bfe\u3057\u3066\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u81ea\u5f8b\u7684\u306b\u6700\u9069\u306a\u884c\u52d5\u3092\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002<br \/>\nJAPAN AI AGENT\u3067\u3067\u304d\u308b\u3053\u3068\u304b\u3089\u30b5\u30fc\u30d3\u30b9\u6982\u8981\u307e\u3067\u3092\u5fb9\u5e95\u89e3\u8aac\u3057\u307e\u3059\u3002            <\/p>\n<p><a href=\"https:\/\/japan-ai.co.jp\/document\/learn-the-basics\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><svg width=\"29\" height=\"21\" viewBox=\"0 0 29 21\" fill=\"none\"><g clip-path=\"url(#clip0_259_235)\"><path d=\"M19.6786 3.60498L27.9643 11.609L19.6786 19.611M1.03577 11.611H27.9643\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_235\"><rect width=\"29\" height=\"20\" fill=\"white\" transform=\"translate(0 0.61084)\" \/><\/clipPath><\/defs><\/svg><\/a><\/div>\n<div class=\"cta_imgbox\"><img decoding=\"async\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/cta_general_ai_chat.png\"><\/div>\n<p><a href=\"https:\/\/japan-ai.co.jp\/document\/learn-the-basics\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" class=\"sp_btnbox\" target=\"_blank\"><span>\u8cc7\u6599\u8acb\u6c42\u306f\u3053\u3061\u3089<\/span><svg width=\"29\" height=\"21\" viewBox=\"0 0 29 21\" fill=\"none\"><g clip-path=\"url(#clip0_259_235)\"><path d=\"M19.6786 3.60498L27.9643 11.609L19.6786 19.611M1.03577 11.611H27.9643\" stroke=\"white\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/><\/g><defs><clipPath id=\"clip0_259_235\"><rect width=\"29\" height=\"20\" fill=\"white\" transform=\"translate(0 0.61084)\" \/><\/clipPath><\/defs><\/svg><\/a><\/div>\n<\/div>\n<section><a class=\"cta_ai_chat cta_wh_type\" href=\"https:\/\/japan-ai.co.jp\/chat\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\"><\/p>\n<div class=\"cta_logo\"><img decoding=\"async\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/themes\/sango-theme-child\/images\/logo_cta.png\"><\/div>\n<div class=\"cta_inner\">\n<div class=\"cta_inner_top\">\n<p class=\"sub_bot_p\">\n                    \u8cb4\u793e\u696d\u52d9\u306b\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u642d\u8f09\uff01<br class=\"pc_br\"><br class=\"sp_br\">\u4e0a\u5834\u4f01\u696d\u6c34\u6e96\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u74b0\u5883\u3068<br 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