{"id":6447,"date":"2026-05-15T16:15:13","date_gmt":"2026-05-15T07:15:13","guid":{"rendered":"https:\/\/japan-ai.geniee.co.jp\/media\/?p=6447"},"modified":"2026-05-30T18:11:07","modified_gmt":"2026-05-30T09:11:07","slug":"rag%e3%81%ae%e6%a7%8b%e7%af%89%e6%96%b9%e6%b3%95%e3%81%a8%e3%81%af%ef%bc%9f%e4%bb%95%e7%b5%84%e3%81%bf%e3%82%84%e6%88%90%e5%8a%9f%e3%83%9d%e3%82%a4%e3%83%b3%e3%83%88%e3%82%82%e8%a7%a3%e8%aa%ac","status":"publish","type":"post","link":"https:\/\/japan-ai.co.jp\/media\/6447\/","title":{"rendered":"RAG\u306e\u69cb\u7bc9\u65b9\u6cd5\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3084\u6210\u529f\u30dd\u30a4\u30f3\u30c8\u3082\u89e3\u8aac"},"content":{"rendered":"<p>RAG\u69cb\u7bc9\u306f\u3001\u751f\u6210AI\u3092\u793e\u5185\u696d\u52d9\u3067\u3088\u308a\u6b63\u78ba\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u306a\u4ed5\u7d44\u307f\u3067\u3059\u3002\u901a\u5e38\u306e\u751f\u6210AI\u306f\u3001\u793e\u5185\u6587\u66f8\u3084\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u3001FAQ\u306a\u3069\u306e\u72ec\u81ea\u60c5\u5831\u3092\u305d\u306e\u307e\u307e\u628a\u63e1\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002RAG\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u6839\u62e0\u306e\u3042\u308b\u56de\u7b54\u3092\u5f97\u3084\u3059\u304f\u306a\u308a\u3001\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u306e\u691c\u7d22\u3084\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306a\u3069\u306b\u3082\u6d3b\u7528\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<mark>RAG\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3084\u69cb\u7bc9\u65b9\u6cd5\u3001\u6d3b\u7528\u4e8b\u4f8b\u3001\u69cb\u7bc9\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/mark>\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u91cf\u3084\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306e\u9055\u3044\u306b\u3082\u89e6\u308c\u306a\u304c\u3089\u3001\u81ea\u793e\u3067RAG\u74b0\u5883\u3092\u6574\u3048\u308b\u969b\u306b\u78ba\u8a8d\u3057\u3066\u304a\u304d\u305f\u3044\u5185\u5bb9\u3092\u7d39\u4ecb\u3057\u307e\u3059\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-0\"><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-1\">RAG\u3068\u306f<\/a>  <\/li>  <li>    <a href=\"#i-2\">RAG\u69cb\u7bc9\u306e\u4ed5\u7d44\u307f<\/a>  <\/li>  <li>    <a href=\"#i-3\">RAG\u69cb\u7bc9\u306e\u65b9\u6cd5<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-4\">\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u9078\u5b9a\u3068\u30af\u30ec\u30f3\u30b8\u30f3\u30b0<\/a>      <\/li>      <li>        <a href=\"#i-5\">\u6587\u66f8\u306e\u5206\u5272\u3068\u69cb\u9020\u5316<\/a>      <\/li>      <li>        <a href=\"#i-6\">\u57cb\u3081\u8fbc\u307f\u306b\u3088\u308b\u30d9\u30af\u30c8\u30eb\u5316<\/a>      <\/li>      <li>        <a href=\"#i-7\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u683c\u7d0d\u3068\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-8\">\u691c\u7d22\u3068LLM\u306e\u9023\u643a\u5b9f\u88c5<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-9\">RAG\u69cb\u7bc9\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u30dd\u30a4\u30f3\u30c8<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-10\">\u30c7\u30fc\u30bf\u306e\u8cea\u3068\u91cf\u306b\u914d\u616e\u3059\u308b<\/a>      <\/li>      <li>        <a href=\"#i-11\">\u9ad8\u7cbe\u5ea6\u306a\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3092\u6d3b\u7528\u3059\u308b<\/a>      <\/li>      <li>        <a href=\"#i-12\">\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3092\u8003\u616e\u3059\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-13\">\u5c02\u9580\u4eba\u6750\u306e\u78ba\u4fdd\u3068\u30ea\u30c6\u30e9\u30b7\u30fc\u5411\u4e0a\u304c\u5fc5\u8981<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-14\">RAG\u306e\u6d3b\u7528\u4e8b\u4f8b<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-15\">\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u306e\u52b9\u7387\u5316\u3068\u5373\u6642\u56de\u7b54\u306e\u5b9f\u73fe<\/a>      <\/li>      <li>        <a href=\"#i-18\">\u793e\u5185\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u81ea\u52d5\u5316\u3068\u5de5\u6570\u524a\u6e1b\u306b\u6210\u529f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-19\">\u30ca\u30ec\u30c3\u30b8\u306e\u6d3b\u7528\u4fc3\u9032\u3068\u5c5e\u4eba\u5316\u89e3\u6d88\u306e\u5b9f\u73fe<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-20\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-21\">\u3069\u306e\u304f\u3089\u3044\u306e\u30c7\u30fc\u30bf\u91cf\u304c\u3042\u308c\u3070RAG\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u304b\uff1f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-22\">RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u4f55\u304c\u9055\u3046\u306e\u3067\u3059\u304b\uff1f<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-23\">RAG\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u306a\u3089\u30c7\u30fc\u30bf\u3092\u6d3b\u304b\u3057\u9ad8\u7cbe\u5ea6\u56de\u7b54\u3092\u5b9f\u73fe\u3059\u308b\u300cJAPAN AI CHAT\u300d<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 id=\"i-1\">RAG\u3068\u306f<\/h2>\n<p>RAG\u3068\u306f\u3001Retrieval-Augmented Generation\u306e\u7565\u3067\u3001\u65e5\u672c\u8a9e\u3067\u306f\u691c\u7d22\u62e1\u5f35\u751f\u6210\u3068\u547c\u3070\u308c\u308b\u6280\u8853\u3067\u3059\u3002LLM\u306b\u5916\u90e8\u77e5\u8b58\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u524d\u306b\u95a2\u9023\u60c5\u5831\u3092\u691c\u7d22\u30fb\u53c2\u7167\u3055\u305b\u308b\u4ed5\u7d44\u307f\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<p>\u901a\u5e38\u306eLLM\u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u6700\u65b0\u60c5\u5831\u3084\u3001\u793e\u5185\u6587\u66f8\u306e\u3088\u3046\u306a\u30af\u30ed\u30fc\u30ba\u30c9\u306a\u60c5\u5831\u3092\u305d\u306e\u307e\u307e\u628a\u63e1\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u8cea\u554f\u5185\u5bb9\u306b\u3088\u3063\u3066\u306f\u6b63\u78ba\u306b\u7b54\u3048\u3089\u308c\u306a\u304b\u3063\u305f\u308a\u3001\u6839\u62e0\u306e\u306a\u3044\u5185\u5bb9\u3092\u3082\u3063\u3068\u3082\u3089\u3057\u304f\u51fa\u529b\u3059\u308b\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u767a\u751f\u3057\u305f\u308a\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><mark>RAG\u3067\u306f\u3001\u4fe1\u983c\u3067\u304d\u308b\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3057\u305f\u4e0a\u3067\u56de\u7b54\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u3001\u793e\u5185\u898f\u7a0b\u3084\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u3001FAQ\u306a\u3069\u306e\u72ec\u81ea\u60c5\u5831\u3092\u6d3b\u7528\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/mark>AI\u306e\u56de\u7b54\u306b\u6839\u62e0\u3092\u6301\u305f\u305b\u3084\u3059\u304f\u306a\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3042\u308a\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u6291\u3048\u306a\u304c\u3089\u5b9f\u52d9\u306b\u5373\u3057\u305f\u56de\u7b54\u3092\u5f97\u305f\u3044\u5834\u5408\u306b\u6709\u52b9\u306a\u6280\u8853\u3067\u3059\u3002<\/p>\n<h2 id=\"i-2\">RAG\u69cb\u7bc9\u306e\u4ed5\u7d44\u307f<\/h2>\n<p>RAG\u69cb\u7bc9\u3067\u306f\u3001\u793e\u5185\u898f\u7a0b\u3084\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u3001FAQ\u306a\u3069\u306e\u72ec\u81ea\u60c5\u5831\u3092\u691c\u7d22\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u7528\u610f\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u3092\u53d7\u3051\u4ed8\u3051\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068LLM\u3092\u9023\u643a\u3055\u305b\u307e\u3059\u3002AI\u306b\u3059\u3079\u3066\u3092\u899a\u3048\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u8cea\u554f\u3054\u3068\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63a2\u3057\u3001\u305d\u306e\u8cc7\u6599\u3092\u30d2\u30f3\u30c8\u3068\u3057\u3066\u6e21\u3059\u70b9\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n<p>\u901a\u5e38\u3001LLM\u306b\u793e\u5185\u30eb\u30fc\u30eb\u3092\u305d\u306e\u307e\u307e\u8cea\u554f\u3057\u3066\u3082\u3001\u5b66\u7fd2\u3057\u3066\u3044\u306a\u3044\u60c5\u5831\u3067\u3042\u308c\u3070\u6b63\u78ba\u306b\u7b54\u3048\u3089\u308c\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001<mark>\u95a2\u9023\u3059\u308b\u898f\u7a0b\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u4e00\u7dd2\u306b\u6e21\u305b\u3070\u3001AI\u306f\u8cc7\u6599\u306e\u5185\u5bb9\u3092\u8aad\u307f\u53d6\u3063\u3066\u56de\u7b54\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/mark>\u3064\u307e\u308a\u3001RAG\u306f\u300c\u7b54\u3048\u3092\u77e5\u3089\u306a\u3051\u308c\u3070\u89e3\u3051\u306a\u3044\u77e5\u8b58\u554f\u984c\u300d\u3092\u3001\u8cc7\u6599\u3092\u8aad\u3081\u3070\u7b54\u3048\u3089\u308c\u308b\u300c\u8aad\u89e3\u554f\u984c\u300d\u306b\u5909\u3048\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<br \/>\n\u5b9f\u969b\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u4ee5\u4e0b\u306e3\u30b9\u30c6\u30c3\u30d7\u3067\u9032\u307f\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u5165\u529b\uff1a \u30e6\u30fc\u30b6\u30fc\u304c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u8cea\u554f\u3092\u5165\u529b\u3059\u308b\u3002<\/li>\n<li>\u691c\u7d22\uff1a \u30b7\u30b9\u30c6\u30e0\u304c\u72ec\u81ea\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u3001\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u793e\u5185\u6587\u66f8\u3092\u7279\u5b9a\u3059\u308b\u3002<\/li>\n<li>\u751f\u6210\uff1a \u7279\u5b9a\u3057\u305f\u6587\u66f8\u3068\u8cea\u554f\u3092\u30bb\u30c3\u30c8\u3067LLM\u306b\u6e21\u3057\u3001\u8cc7\u6599\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u4f5c\u6210\u3055\u305b\u308b\u3002 \u3044\u308f\u3070\u3001\u77e5\u8b58\u3060\u3051\u3067\u89e3\u304f\u300c\u6697\u8a18\u30c6\u30b9\u30c8\u300d\u3092\u3001\u8cc7\u6599\u3092\u898b\u306a\u304c\u3089\u89e3\u304f\u300c\u8aad\u89e3\u554f\u984c\u300d\u3078\u3068\u5909\u63db\u3059\u308b\u306e\u304cRAG\u306e\u5f79\u5272\u3002<br \/>\n\u3053\u306e\u3088\u3046\u306b\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068LLM\u3092\u9069\u5207\u306b\u9023\u643a\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u4e00\u822c\u8ad6\u3067\u306f\u306a\u304f\u3001\u81ea\u793e\u306e\u5b9f\u52d9\u306b\u5373\u3057\u305f\u6839\u62e0\u306e\u3042\u308b\u56de\u7b54\u3092\u5b89\u5b9a\u3057\u3066\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n<h2 id=\"i-3\">RAG\u69cb\u7bc9\u306e\u65b9\u6cd5<\/h2>\n<p><mark>RAG\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306f\u3001\u5358\u306b\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u691c\u7d22\u7cbe\u5ea6\u3068\u56de\u7b54\u54c1\u8cea\u3092\u9ad8\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u7684\u306a\u8a2d\u8a08\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/mark>\u5177\u4f53\u7684\u306a5\u3064\u306e\u624b\u9806\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u9078\u5b9a\u3068\u30af\u30ec\u30f3\u30b8\u30f3\u30b0<\/li>\n<li>\u6587\u66f8\u306e\u5206\u5272\u3068\u69cb\u9020\u5316<\/li>\n<li>\u57cb\u3081\u8fbc\u307f\u306b\u3088\u308b\u30d9\u30af\u30c8\u30eb\u5316<\/li>\n<li>\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u683c\u7d0d\u3068\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210<\/li>\n<li>\u691c\u7d22\u3068LLM\u306e\u9023\u643a\u5b9f\u88c5<\/li>\n<\/ul>\n<h3 id=\"i-4\">\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u9078\u5b9a\u3068\u30af\u30ec\u30f3\u30b8\u30f3\u30b0<\/h3>\n<p>RAG\u69cb\u7bc9\u306e\u7b2c\u4e00\u6b69\u306f\u3001AI\u304c\u53c2\u7167\u3059\u308b\u30c7\u30fc\u30bf\u306e\u8cea\u3092\u5fb9\u5e95\u7684\u306b\u9ad8\u3081\u308b\u3053\u3068\u3067\u3059\u3002<br \/>\n\u53e4\u3044\u60c5\u5831\u3084\u91cd\u8907\u3001\u6587\u5b57\u5316\u3051\u306a\u3069\u304c\u542b\u307e\u308c\u305f\u8cea\u306e\u4f4e\u3044\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u307e\u305b\u308b\u3068\u3001AI\u304c\u8aa4\u3063\u305f\u6839\u62e0\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3092\u751f\u6210\u3057\u3066\u3057\u307e\u3046\u539f\u56e0\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u5177\u4f53\u7684\u306b\u306f\u3001<mark>\u6700\u65b0\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u8b70\u4e8b\u9332\u3001FAQ\u3092\u9078\u5b9a\u3057\u3001\u4e0d\u8981\u306a\u6539\u884c\u3084\u8868\u8a18\u3086\u308c\u3092\u53d6\u308a\u9664\u304f\u300c\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u300d\u3092\u884c\u3044\u307e\u3059\u3002Garbage In, Garbage Out\u306e\u539f\u5247\u901a\u308a\u3001\u3053\u306e\u5de5\u7a0b\u304c\u6700\u7d42\u7684\u306a\u56de\u7b54\u7cbe\u5ea6\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002<\/mark><br \/>\n\u307e\u305a\u306f\u6b63\u78ba\u3067\u30af\u30ea\u30fc\u30f3\u306a\u60c5\u5831\u6e90\u3092\u53b3\u9078\u3059\u308b\u3053\u3068\u304c\u3001\u4fe1\u983c\u3055\u308c\u308bRAG\u74b0\u5883\u306e\u571f\u53f0\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"i-5\">\u6587\u66f8\u306e\u5206\u5272\u3068\u69cb\u9020\u5316<\/h3>\n<p>\u6b21\u306b\u3001<mark>\u7528\u610f\u3057\u305f\u30c7\u30fc\u30bf\u3092\u610f\u5473\u306e\u3042\u308b\u9069\u5207\u306a\u5358\u4f4d\uff08\u30c1\u30e3\u30f3\u30af\uff09\u306b\u5206\u5272\u3057\u3001\u6574\u7406\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/mark><br \/>\nLLM\u306b\u306f\u4e00\u5ea6\u306b\u51e6\u7406\u3067\u304d\u308b\u60c5\u5831\u91cf\u306b\u5236\u9650\u304c\u3042\u308a\u3001\u9577\u3059\u304e\u308b\u6587\u66f8\u306f\u305d\u306e\u307e\u307e\u3067\u306f\u6271\u3048\u306a\u3044\u304b\u3089\u3067\u3059\u3002\u307e\u305f\u3001\u6587\u8108\u3092\u7121\u8996\u3057\u305f\u5206\u5272\u306f\u691c\u7d22\u6f0f\u308c\u306e\u539f\u56e0\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u5358\u306a\u308b\u6587\u5b57\u6570\u5236\u9650\u3067\u533a\u5207\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u898b\u51fa\u3057\u3084\u6bb5\u843d\u3068\u3044\u3063\u305f\u610f\u5473\u306e\u307e\u3068\u307e\u308a\u3092\u610f\u8b58\u3057\u3066\u5206\u5272\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u5404\u30c1\u30e3\u30f3\u30af\u306b\u30ab\u30c6\u30b4\u30ea\u3084\u30bf\u30a4\u30c8\u30eb\u7b49\u306e\u30e1\u30bf\u60c5\u5831\u3092\u4ed8\u4e0e\u3059\u308b\u3053\u3068\u3067\u3001AI\u304c\u5fc5\u8981\u306a\u60c5\u5831\u3092\u898b\u3064\u3051\u3084\u3059\u3044\u69cb\u9020\u3092\u4f5c\u308a\u307e\u3059\u3002<br \/>\n\u9069\u5207\u306b\u69cb\u9020\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u3067\u3001\u691c\u7d22\u6642\u306e\u30d2\u30c3\u30c8\u7387\u3068LLM\u306e\u7406\u89e3\u529b\u3092\u540c\u6642\u306b\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"i-6\">\u57cb\u3081\u8fbc\u307f\u306b\u3088\u308b\u30d9\u30af\u30c8\u30eb\u5316<\/h3>\n<p>\u5206\u5272\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u610f\u5473\u3092\u7406\u89e3\u3067\u304d\u308b\u30d9\u30af\u30c8\u30eb\uff08\u6570\u5024\uff09\u3078\u3068\u5909\u63db\u3057\u307e\u3059\u3002<br \/>\n\u5358\u8a9e\u306e\u5b8c\u5168\u4e00\u81f4\u3060\u3051\u3067\u306a\u304f\u3001\u610f\u5473\u306e\u8fd1\u3055\u3067\u60c5\u5831\u3092\u63a2\u305b\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u3067\u3059\u3002\u305d\u306e\u7d50\u679c\u3001<mark>\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u610f\u56f3\u3092\u6c72\u307f\u53d6\u3063\u305f\u9ad8\u5ea6\u306a\u691c\u7d22\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/mark><\/p>\n<p>\u305f\u3068\u3048\u3070\u300c\u6709\u7d66\u4f11\u6687\u300d\u3068\u3044\u3046\u8cea\u554f\u306b\u5bfe\u3057\u3001\u6587\u66f8\u5185\u306b\u305d\u306e\u5358\u8a9e\u304c\u306a\u304f\u3066\u3082\u3001\u610f\u5473\u304c\u8fd1\u3044\u300c\u304a\u4f11\u307f\u300d\u3068\u3044\u3046\u6982\u5ff5\u3092\u542b\u3080\u8cc7\u6599\u3092\u30d2\u30c3\u30c8\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u3053\u306e\u30d9\u30af\u30c8\u30eb\u5316\u5de5\u7a0b\u306f\u3001RAG\u306e\u691c\u7d22\u7cbe\u5ea6\u3092\u652f\u3048\u308b\u91cd\u8981\u306a\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n<h3 id=\"i-7\">\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u683c\u7d0d\u3068\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210<\/h3>\n<p><mark>\u30d9\u30af\u30c8\u30eb\u5316\u3057\u305f\u30c7\u30fc\u30bf\u306f\u3001\u9ad8\u901f\u691c\u7d22\u306b\u7279\u5316\u3057\u305f\u5c02\u7528\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u683c\u7d0d\u3057\u3001\u7d22\u5f15\u3092\u4ed8\u3051\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002<\/mark><br \/>\n\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u3001\u8cea\u554f\u306b\u6700\u3082\u8fd1\u3044\u60c5\u5831\u3092\u4e00\u77ac\u3067\u63a2\u3057\u51fa\u3059\u305f\u3081\u3067\u3059\u3002\u5358\u7d14\u306a\u4fdd\u5b58\u3060\u3051\u3067\u306f\u3001\u6587\u66f8\u91cf\u304c\u5897\u3048\u308b\u306b\u3064\u308c\u3066\u691c\u7d22\u30b9\u30d4\u30fc\u30c9\u304c\u8457\u3057\u304f\u4f4e\u4e0b\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n<p>\u56f3\u66f8\u9928\u306e\u7d22\u5f15\u306e\u3088\u3046\u306b\u3001\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3066\u683c\u7d0d\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u6570\u4e07\u4ef6\u306e\u6587\u66f8\u304b\u3089\u3067\u3082\u95a2\u9023\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u30df\u30ea\u79d2\u5358\u4f4d\u3067\u62bd\u51fa\u3057\u3001LLM\u3078\u6e21\u3059\u6e96\u5099\u304c\u6574\u3044\u307e\u3059\u3002<br \/>\n\u9069\u5207\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u8a2d\u8a08\u3068\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u306b\u3088\u3063\u3066\u3001\u691c\u7d22\u901f\u5ea6\u3068\u5fdc\u7b54\u6027\u80fd\u3092\u7dad\u6301\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"i-8\">\u691c\u7d22\u3068LLM\u306e\u9023\u643a\u5b9f\u88c5<\/h3>\n<p>\u6700\u5f8c\u306b\u3001\u62bd\u51fa\u3057\u305f\u60c5\u5831\u3068\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u3092LLM\u3078\u6a4b\u6e21\u3057\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002<br \/>\n<mark>\u691c\u7d22\u7d50\u679c\u304c\u6b63\u3057\u304f\u3066\u3082\u3001LLM\u3078\u4e0e\u3048\u308b\u6307\u793a\u5185\u5bb9\u3084\u60c5\u5831\u306e\u6e21\u3057\u65b9\u304c\u4e0d\u9069\u5207\u3060\u3068\u3001\u56de\u7b54\u304c\u4e0d\u81ea\u7136\u306b\u306a\u3063\u305f\u308a\u3001\u6839\u62e0\u304c\u4e0d\u660e\u78ba\u306b\u306a\u3063\u305f\u308a\u3059\u308b\u305f\u3081\u3067\u3059\u3002<\/mark><\/p>\n<p>\u691c\u7d22\u3055\u308c\u305f\u4e0a\u4f4d\u6570\u4ef6\u306e\u60c5\u5831\u3092\u6307\u793a\u6587\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u306b\u7d44\u307f\u8fbc\u307f\u3001\u300c\u4ee5\u4e0b\u306e\u8cc7\u6599\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068LLM\u306b\u547d\u3058\u307e\u3059\u3002\u307e\u305f\u3001\u53c2\u7167\u3057\u305f\u60c5\u5831\u306e\u51fa\u5178\u3092\u660e\u793a\u3059\u308b\u4ed5\u7d44\u307f\u3082\u3053\u3053\u3067\u6574\u3048\u307e\u3059\u3002<br \/>\n\u691c\u7d22\u3068\u751f\u6210\u306e\u6d41\u308c\u3092\u4e00\u4f53\u3068\u3057\u3066\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u521d\u3081\u3066\u5b9f\u52d9\u3067\u6d3b\u7528\u3067\u304d\u308b\u6839\u62e0\u306e\u3042\u308b\u56de\u7b54\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/tool\/5326\/\">\u30102026\u5e74\u6700\u65b0\u3011RAG\u642d\u8f09\u30b5\u30fc\u30d3\u30b9\u304a\u3059\u3059\u3081\u6bd4\u8f0316\u9078\uff01\u9078\u3073\u65b9<\/a><br \/>\n<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/5329\/\">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<\/a><br \/>\n<a href=\"https:\/\/japan-ai.geniee.co.jp\/media\/basic\/5219\/\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u30fbRAG\u3068\u306e\u9055\u3044\u30fb\u6d3b\u7528\u4e8b\u4f8b\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac<\/a><\/p>\n<h2 id=\"i-9\">RAG\u69cb\u7bc9\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n<p>RAG\u306f\u4ed5\u7d44\u307f\u3092\u5c0e\u5165\u3059\u308c\u3070\u81ea\u52d5\u7684\u306b\u9ad8\u7cbe\u5ea6\u306a\u56de\u7b54\u304c\u5f97\u3089\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u53c2\u7167\u30c7\u30fc\u30bf\u306e\u8cea\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u7cbe\u5ea6\u3001\u6a29\u9650\u7ba1\u7406\u3001\u904b\u7528\u4eba\u6750\u306e\u7406\u89e3\u5ea6\u306b\u3088\u3063\u3066\u3001\u5b9f\u52d9\u3067\u4f7f\u3048\u308b\u56de\u7b54\u306b\u306a\u308b\u304b\u3069\u3046\u304b\u304c\u5de6\u53f3\u3055\u308c\u307e\u3059\u3002RAG\u69cb\u7bc9\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u62bc\u3055\u3048\u308b\u3079\u304d\u30dd\u30a4\u30f3\u30c8\u306b\u3064\u3044\u3066\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u8cea\u3068\u91cf\u306b\u914d\u616e\u3059\u308b<\/li>\n<li>\u9ad8\u7cbe\u5ea6\u306a\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3092\u6d3b\u7528\u3059\u308b<\/li>\n<li>\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3092\u8003\u616e\u3059\u308b<\/li>\n<li>\u5c02\u9580\u4eba\u6750\u306e\u78ba\u4fdd\u3068\u30ea\u30c6\u30e9\u30b7\u30fc\u5411\u4e0a\u304c\u5fc5\u8981<\/li>\n<\/ul>\n<h3 id=\"i-10\">\u30c7\u30fc\u30bf\u306e\u8cea\u3068\u91cf\u306b\u914d\u616e\u3059\u308b<\/h3>\n<p>RAG\u69cb\u7bc9\u306b\u304a\u3044\u3066\u3001\u53c2\u7167\u3055\u305b\u308b\u30c7\u30fc\u30bf\u306e\u9bae\u5ea6\u3068\u6b63\u78ba\u6027\u3092\u7dad\u6301\u3057\u7d9a\u3051\u308b\u3053\u3068\u304c\u6700\u3082\u91cd\u8981\u3067\u3059\u3002<br \/>\nAI\u306e\u56de\u7b54\u7cbe\u5ea6\u306f\u53c2\u7167\u5143\u30c7\u30fc\u30bf\u306b\u4f9d\u5b58\u3059\u308b\u305f\u3081\u3001\u53e4\u3044\u60c5\u5831\u3084\u77db\u76fe\u3059\u308b\u5185\u5bb9\u304c\u6df7\u5728\u3057\u3066\u3044\u308b\u3068\u3001AI\u306f\u8aa4\u3063\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u3066\u3057\u307e\u3046\u304b\u3089\u3067\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u6539\u5b9a\u524d\u306e\u793e\u5185\u898f\u5b9a\u304c\u6b8b\u3063\u3066\u3044\u308b\u3068\u3001AI\u304c\u65b0\u65e7\u3069\u3061\u3089\u3092\u512a\u5148\u3059\u3079\u304d\u304b\u5224\u65ad\u3067\u304d\u305a\u8aa4\u56de\u7b54\u3092\u62db\u304d\u307e\u3059\u3002<mark>\u30c7\u30fc\u30bf\u306e\u8ffd\u52a0\u30fb\u66f4\u65b0\u30fb\u524a\u9664\u306e\u30eb\u30fc\u30eb\u3092\u660e\u78ba\u306b\u3057\u3001\u5b9a\u671f\u7684\u306b\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3092\u884c\u3046\u904b\u7528\u30d5\u30ed\u30fc\u3092\u6574\u3048\u308b\u3053\u3068\u304c\u3001\u4fe1\u983c\u6027\u3092\u4fdd\u3064\u9375\u3067\u3059\u3002<\/mark><br \/>\n\u8cea\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u7db2\u7f85\u7684\u306b\u63c3\u3048\u3001\u904b\u7528\u5f8c\u3082\u7d99\u7d9a\u3057\u3066\u898b\u76f4\u3059\u4f53\u5236\u304cRAG\u69cb\u7bc9\u306e\u6210\u529f\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"i-11\">\u9ad8\u7cbe\u5ea6\u306a\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3092\u6d3b\u7528\u3059\u308b<\/h3>\n<p><mark>RAG\u69cb\u7bc9\u306e\u969b\u306b\u306f\u751f\u6210AI\u306e\u6027\u80fd\u3060\u3051\u3067\u306a\u304f\u3001\u56de\u7b54\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u6b63\u3057\u304f\u898b\u3064\u3051\u51fa\u3059\u691c\u7d22\u57fa\u76e4\u306e\u5f37\u5316\u306b\u6ce8\u529b\u3059\u3079\u304d\u3067\u3059\u3002<\/mark><br \/>\n\u691c\u7d22\u7cbe\u5ea6\u304c\u4f4e\u3044\u3068LLM\u304c\u6b63\u3057\u3044\u60c5\u5831\u3092\u53d7\u3051\u53d6\u308c\u305a\u3001\u56de\u7b54\u54c1\u8cea\u304c\u4e0d\u5b89\u5b9a\u306b\u306a\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>\u5358\u7d14\u306a\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3060\u3051\u3067\u306a\u304f\u3001\u610f\u5473\u306e\u8fd1\u3055\u3092\u6349\u3048\u308b\u300c\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u300d\u3084\u3001\u305d\u308c\u3089\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u300c\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u300d\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u300c\u6709\u7d66\u300d\u3068\u300c\u4f11\u6687\u300d\u306e\u3088\u3046\u306a\u8868\u8a18\u306e\u63fa\u308c\u304c\u3042\u3063\u3066\u3082\u3001\u8cea\u554f\u610f\u56f3\u306b\u5408\u3046\u60c5\u5831\u3092\u78ba\u5b9f\u306b\u62bd\u51fa\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u6700\u9069\u306a\u60c5\u5831\u6e90\u3092\u7279\u5b9a\u3067\u304d\u308b\u5f37\u529b\u306a\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3092\u9078\u5b9a\u3059\u308b\u3053\u3068\u304c\u3001\u9ad8\u7cbe\u5ea6\u306a\u56de\u7b54\u3092\u5b9f\u73fe\u3059\u308b\u8fd1\u9053\u3067\u3059\u3002<\/p>\n<h3 id=\"i-12\">\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3092\u8003\u616e\u3059\u308b<\/h3>\n<p>\u4f01\u696d\u5229\u7528\u306b\u304a\u3044\u3066\u306f\u3001\u5229\u7528\u8005\u3054\u3068\u306b\u53c2\u7167\u3067\u304d\u308b\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u3092\u9069\u5207\u306b\u5236\u5fa1\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<br \/>\n<mark>\u90e8\u7f72\u3084\u5f79\u8077\u306b\u95a2\u308f\u3089\u305a\u5168\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u53ef\u80fd\u306b\u3059\u308b\u3068\u3001\u672c\u6765\u30a2\u30af\u30bb\u30b9\u6a29\u306e\u306a\u3044\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u304cAI\u306e\u56de\u7b54\u3092\u901a\u3058\u3066\u6f0f\u6d29\u3059\u308b\u30ea\u30b9\u30af\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002<\/mark><\/p>\n<p>\u65e2\u5b58\u306e\u6a29\u9650\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3057\u3001\u300c\u4eba\u4e8b\u90e8\u306e\u793e\u54e1\u306b\u306f\u4eba\u4e8b\u8a55\u4fa1\u8cc7\u6599\u3092\u691c\u7d22\u5bfe\u8c61\u306b\u3059\u308b\u304c\u3001\u4ed6\u90e8\u7f72\u306e\u793e\u54e1\u306b\u306f\u975e\u8868\u793a\u306b\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u8a2d\u8a08\u3092\u884c\u3044\u307e\u3059\u3002<br \/>\n\u5229\u4fbf\u6027\u3060\u3051\u3067\u306a\u304f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3092\u4e21\u7acb\u3055\u305b\u305f\u8a2d\u8a08\u304c\u3001\u5168\u793e\u5c55\u958b\u3092\u6210\u529f\u3055\u305b\u308b\u524d\u63d0\u6761\u4ef6\u3067\u3059\u3002<\/p>\n<h3 id=\"i-13\">\u5c02\u9580\u4eba\u6750\u306e\u78ba\u4fdd\u3068\u30ea\u30c6\u30e9\u30b7\u30fc\u5411\u4e0a\u304c\u5fc5\u8981<\/h3>\n<p>RAG\u3092\u5f62\u9ab8\u5316\u3055\u305b\u306a\u3044\u305f\u3081\u306b\u3001\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3092\u62c5\u3046\u4eba\u6750\u306e\u78ba\u4fdd\u3068\u3001\u5229\u7528\u8005\u306eIT\u30ea\u30c6\u30e9\u30b7\u30fc\u5411\u4e0a\u3092\u30bb\u30c3\u30c8\u3067\u9032\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n<mark>RAG\u306f\u69cb\u7bc9\u5f8c\u3082\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5fae\u8abf\u6574\u3084\u30c7\u30fc\u30bf\u306e\u8ffd\u52a0\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u5229\u7528\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u5074\u304c\u300cAI\u306f\u4e07\u80fd\u3067\u306f\u306a\u3044\u300d\u3068\u7406\u89e3\u3057\u3066\u4f7f\u3046\u3053\u3068\u3067\u521d\u3081\u3066\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u304b\u3089\u3067\u3059\u3002<\/mark><\/p>\n<p>\u305d\u306e\u5bfe\u7b56\u3068\u3057\u3066\u3001\u793e\u5185\u306b\u904b\u7528\u62c5\u5f53\u3092\u7f6e\u304f\u3001\u3042\u308b\u3044\u306f\u77e5\u898b\u306e\u3042\u308b\u5916\u90e8\u30d1\u30fc\u30c8\u30ca\u30fc\u3068\u9023\u643a\u3057\u3066\u7cbe\u5ea6\u8a55\u4fa1\u3092\u7d99\u7d9a\u3059\u308b\u65b9\u6cd5\u304c\u8003\u3048\u3089\u307e\u3059\u3002\u540c\u6642\u306b\u3001\u5229\u7528\u8005\u304cAI\u306e\u56de\u7b54\u306e\u6839\u62e0\u3092\u5fc5\u305a\u78ba\u8a8d\u3059\u308b\u7fd2\u6163\u3092\u8eab\u306b\u3064\u3051\u308b\u3088\u3046\u6559\u80b2\u3092\u884c\u3044\u307e\u3057\u3087\u3046\u3002<br \/>\n\u30b7\u30b9\u30c6\u30e0\u5074\u306e\u6539\u5584\u3068\u3001\u4f7f\u3046\u5074\u306e\u30ea\u30c6\u30e9\u30b7\u30fc\u304c\u565b\u307f\u5408\u3046\u3053\u3068\u3067\u3001\u5b9f\u52d9\u3067\u771f\u306b\u5f79\u7acb\u3064RAG\u74b0\u5883\u304c\u7dad\u6301\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2 id=\"i-14\">RAG\u306e\u6d3b\u7528\u4e8b\u4f8b<\/h2>\n<p>RAG\u306f\u3001\u793e\u5185\u306b\u84c4\u7a4d\u3055\u308c\u305f\u6587\u66f8\u3084\u30ca\u30ec\u30c3\u30b8\u3092AI\u56de\u7b54\u306b\u53cd\u6620\u3067\u304d\u308b\u305f\u3081\u3001\u60c5\u5831\u691c\u7d22\u3084\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u52d9\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u5fc5\u8981\u306a\u60c5\u5831\u304c\u8907\u6570\u306e\u8cc7\u6599\u3084\u90e8\u7f72\u306b\u5206\u6563\u3057\u3066\u3044\u308b\u74b0\u5883\u3067\u306f\u3001RAG\u306b\u3088\u3063\u3066\u60c5\u5831\u3092\u63a2\u3059\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002RAG\u306e\u4e3b\u306a\u6d3b\u7528\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u306e\u52b9\u7387\u5316\u3068\u5373\u6642\u56de\u7b54\u306e\u5b9f\u73fe<\/li>\n<li>\u793e\u5185\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u81ea\u52d5\u5316\u3068\u5de5\u6570\u524a\u6e1b\u306b\u6210\u529f<\/li>\n<li>\u30ca\u30ec\u30c3\u30b8\u306e\u6d3b\u7528\u4fc3\u9032\u3068\u5c5e\u4eba\u5316\u89e3\u6d88\u306e\u5b9f\u73fe<\/li>\n<\/ul>\n<h3 id=\"i-15\">\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u306e\u52b9\u7387\u5316\u3068\u5373\u6642\u56de\u7b54\u306e\u5b9f\u73fe<\/h3>\n<p>\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084FAQ\u304c\u8907\u6570\u306e\u30c4\u30fc\u30eb\u306b\u5206\u6563\u3057\u3001\u5f93\u696d\u54e1\u304c\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63a2\u3059\u307e\u3067\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u691c\u7d22\u3057\u3066\u3082\u8a72\u5f53\u60c5\u5831\u306b\u305f\u3069\u308a\u7740\u3051\u305a\u3001\u6700\u7d42\u7684\u306b\u62c5\u5f53\u8005\u3078\u78ba\u8a8d\u3059\u308b\u30b1\u30fc\u30b9\u3082\u591a\u304f\u767a\u751f\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u305d\u3053\u3067JAPAN AI CHAT\u306b\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084FAQ\u3092\u9023\u643a\u3057\u3001RAG\u3067\u95a2\u9023\u60c5\u5831\u3092\u6a2a\u65ad\u691c\u7d22\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u306e\u7d50\u679c\u3001<mark>\u5f93\u696d\u54e1\u304c\u81ea\u7136\u8a00\u8a9e\u3067\u8cea\u554f\u3059\u308b\u3060\u3051\u3067\u5fc5\u8981\u306a\u56de\u7b54\u3092\u5f97\u3084\u3059\u304f\u306a\u308a\u3001\u60c5\u5831\u691c\u7d22\u306e\u6642\u9593\u77ed\u7e2e\u3068\u81ea\u5df1\u89e3\u6c7a\u7387\u306e\u5411\u4e0a\u304c\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002<\/mark><\/p>\n<h4 id=\"i-16\">\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u3092\u5373\u6642\u306b\u5f15\u304d\u51fa\u3059\u300cJAPAN AI CHAT\u300d<\/h4>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6509\" src=\"https:\/\/japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-11-04-161837.png\" alt=\"\" width=\"1496\" height=\"809\" srcset=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/uploads\/2026\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-11-04-161837.png 1496w, https:\/\/japan-ai.co.jp\/media\/wp-content\/uploads\/2026\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-11-04-161837-768x415.png 768w, https:\/\/japan-ai.co.jp\/media\/wp-content\/uploads\/2026\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-11-04-161837-940x508.png 940w\" sizes=\"auto, (max-width: 1496px) 100vw, 1496px\"><\/p>\n<p><mark>JAPAN AI CHAT\u306f\u3001\u6700\u65b0\u306e\u751f\u6210AI\u30e2\u30c7\u30eb\u3068\u793e\u5185\u30c7\u30fc\u30bf\u30fbWeb\u60c5\u5831\u3092\u6d3b\u7528\u3057\u3001\u6839\u62e0\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/mark>\u793e\u5185\u6587\u66f8\u3084\u5c02\u9580\u30c7\u30fc\u30bf\u3092\u6a2a\u65ad\u691c\u7d22\u3057\u3001\u5f15\u7528\u5143\u3084\u539f\u6587\u30ea\u30f3\u30af\u3092\u793a\u3057\u306a\u304c\u3089\u56de\u7b54\u3067\u304d\u308b\u305f\u3081\u3001\u5f93\u696d\u54e1\u304c\u5fc5\u8981\u306a\u60c5\u5831\u3078\u3059\u3070\u3084\u304f\u305f\u3069\u308a\u7740\u3051\u307e\u3059\u3002<\/p>\n<p>\u4eba\u30fb\u7d44\u7e54\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30fb\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u95a2\u4fc2\u6027\u3082\u6574\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u300c\u3042\u306e\u4eba\u306b\u805e\u304b\u306a\u3044\u3068\u5206\u304b\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u3092\u6e1b\u3089\u3057\u3001\u8ab0\u3067\u3082\u540c\u3058\u60c5\u5831\u3092\u78ba\u8a8d\u3057\u3084\u3059\u3044\u74b0\u5883\u3092\u6574\u3048\u3089\u308c\u307e\u3059\u3002\u5165\u529b\u30c7\u30fc\u30bf\u306f\u5916\u90e8LLM\u306e\u5b66\u7fd2\u306b\u5229\u7528\u3055\u308c\u305a\u3001SSO\u30fbMFA\u30fbIP\u5236\u9650\u3001\u64cd\u4f5c\u30ed\u30b0\u7ba1\u7406\u3001\u8106\u5f31\u6027\u8a3a\u65ad\u3001ISMS\u8a8d\u8a3c\u3084\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30de\u30fc\u30af\u53d6\u5f97\u306a\u3069\u3001\u5168\u793e\u5229\u7528\u3092\u60f3\u5b9a\u3057\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9762\u3082\u5099\u3048\u3066\u3044\u307e\u3059\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-17\"><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<h3 id=\"i-18\">\u793e\u5185\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u81ea\u52d5\u5316\u3068\u5de5\u6570\u524a\u6e1b\u306b\u6210\u529f<\/h3>\n<p>\u3042\u308b\u4f01\u696d\u3067\u306f\u3001\u60c5\u30b7\u30b9\u3084\u4eba\u4e8b\u90e8\u9580\u306b\u540c\u3058\u3088\u3046\u306a\u554f\u3044\u5408\u308f\u305b\u304c\u7e70\u308a\u8fd4\u3057\u5bc4\u305b\u3089\u308c\u3001\u62c5\u5f53\u8005\u306e\u5bfe\u5fdc\u5de5\u6570\u304c\u5897\u3048\u3066\u3044\u307e\u3057\u305f\u3002<mark>\u672c\u6765\u696d\u52d9\u306b\u96c6\u4e2d\u3057\u306b\u304f\u3044\u72b6\u6cc1\u304c\u7d9a\u3044\u3066\u3044\u305f\u305f\u3081\u3001JAPAN AI CHAT\u306b\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3084FAQ\u3092\u9023\u643a\u3057\u3001RAG\u306b\u3088\u3063\u3066\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3092\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002<\/mark><\/p>\n<p>\u5f93\u696d\u54e1\u304b\u3089\u306e\u8cea\u554f\u306bAI\u304c\u5373\u6642\u56de\u7b54\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u3001\u4e00\u6b21\u5bfe\u5fdc\u306e\u81ea\u52d5\u5316\u304c\u9032\u307f\u3001\u62c5\u5f53\u90e8\u9580\u306e\u8ca0\u62c5\u8efd\u6e1b\u3068\u56de\u7b54\u30b9\u30d4\u30fc\u30c9\u306e\u6539\u5584\u306b\u3064\u306a\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"i-19\">\u30ca\u30ec\u30c3\u30b8\u306e\u6d3b\u7528\u4fc3\u9032\u3068\u5c5e\u4eba\u5316\u89e3\u6d88\u306e\u5b9f\u73fe<\/h3>\n<p>\u3042\u308b\u4f01\u696d\u3067\u306f\u3001\u696d\u52d9\u30ce\u30a6\u30cf\u30a6\u3084\u904e\u53bb\u306e\u5bfe\u5fdc\u4e8b\u4f8b\u304c\u7279\u5b9a\u306e\u62c5\u5f53\u8005\u306b\u504f\u308a\u3001\u30ca\u30ec\u30c3\u30b8\u3068\u3057\u3066\u4fdd\u7ba1\u3055\u308c\u3066\u3044\u3066\u3082\u73fe\u5834\u3067\u5341\u5206\u306b\u4f7f\u308f\u308c\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u305d\u3053\u3067<mark>JAPAN AI CHAT\u3092\u5c0e\u5165\u3057\u3001\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u3092RAG\u3067\u6a2a\u65ad\u7684\u306b\u53c2\u7167\u3067\u304d\u308b\u74b0\u5883\u3092\u6574\u5099\u3057\u307e\u3057\u305f\u3002<\/mark><\/p>\n<p>\u7d4c\u9a13\u306e\u6d45\u3044\u793e\u54e1\u3082AI\u3078\u8cea\u554f\u3057\u306a\u304c\u3089\u5fc5\u8981\u306a\u60c5\u5831\u3092\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u84c4\u7a4d\u3055\u308c\u305f\u77e5\u8b58\u306e\u5229\u7528\u304c\u9032\u307f\u307e\u3057\u305f\u3002\u305d\u306e\u7d50\u679c\u3001\u62c5\u5f53\u8005\u306b\u4f9d\u5b58\u3057\u3066\u3044\u305f\u696d\u52d9\u304c\u6574\u7406\u3055\u308c\u3001\u6a19\u6e96\u5316\u3082\u9032\u307f\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"i-20\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n<p>RAG\u69cb\u7bc9\u306b\u3064\u3044\u3066\u3088\u304f\u3042\u308b\u8cea\u554f\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u3069\u306e\u304f\u3089\u3044\u306e\u30c7\u30fc\u30bf\u91cf\u304c\u3042\u308c\u3070RAG\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u304b\uff1f<\/li>\n<li>RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08\u8ffd\u52a0\u5b66\u7fd2\uff09\u306f\u4f55\u304c\u9055\u3046\u306e\u3067\u3059\u304b\uff1f<\/li>\n<\/ul>\n<h3 id=\"i-21\">\u3069\u306e\u304f\u3089\u3044\u306e\u30c7\u30fc\u30bf\u91cf\u304c\u3042\u308c\u3070RAG\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u3069\u306e\u304f\u3089\u3044\u306e\u30c7\u30fc\u30bf\u91cf\u304c\u3042\u308c\u3070RAG\u3092\u69cb\u7bc9\u3067\u304d\u308b\u304b\u306f\u7528\u9014\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u304c\u3001\u4e00\u822c\u7684\u306b\u306f\u6570\u5341\u4ef6\u301c\u6570\u767e\u4ef6\u7a0b\u5ea6\u306e\u30c7\u30fc\u30bf\u304c\u3042\u308b\u3068\u5b9f\u7528\u7684\u306a\u904b\u7528\u3092\u59cb\u3081\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<br \/>\nRAG\u306f\u6570\u679a\u306ePDF\u3084\u6570\u5341\u30da\u30fc\u30b8\u7a0b\u5ea6\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u304b\u3089\u3067\u3082\u69cb\u7bc9\u81ea\u4f53\u306f\u53ef\u80fd\u3067\u3059\u3002\u3057\u304b\u3057\u3001<mark>RAG\u306e\u4fa1\u5024\u306f\u300c\u30e6\u30fc\u30b6\u30fc\u306e\u591a\u69d8\u306a\u8cea\u554f\u306b\u7b54\u3048\u3089\u308c\u308b\u3053\u3068\u300d\u306b\u3042\u308b\u305f\u3081\u3001\u5358\u7d14\u306a\u30c7\u30fc\u30bf\u91cf\u3088\u308a\u3082\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u3069\u308c\u3060\u3051\u7db2\u7f85\u3067\u304d\u3066\u3044\u308b\u304b\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/mark><\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u6570\u5341\u30da\u30fc\u30b8\u306e\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb1\u518a\u5206\u3092\u8aad\u307f\u8fbc\u307e\u305b\u308b\u3060\u3051\u3067\u3082\u3001\u305d\u306e\u696d\u52d9\u306b\u95a2\u3059\u308bFAQ\u30dc\u30c3\u30c8\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u6570\u4e07\u4ef6\u306e\u30c7\u30fc\u30bf\u304c\u3042\u3063\u3066\u3082\u3001\u5185\u5bb9\u304c\u91cd\u8907\u3057\u3066\u3044\u305f\u308a\u3001\u6700\u65b0\u30eb\u30fc\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u308a\u3059\u308b\u3068\u3001\u671f\u5f85\u3059\u308b\u56de\u7b54\u7cbe\u5ea6\u306f\u5f97\u3089\u308c\u307e\u305b\u3093\u3002<br \/>\n\u305d\u306e\u305f\u3081\u3001\u307e\u305a\u306f\u4e3b\u8981\u306a\u30de\u30cb\u30e5\u30a2\u30eb\u3084FAQ\u306a\u3069\u3001\u5229\u7528\u983b\u5ea6\u306e\u9ad8\u3044\u60c5\u5831\u304b\u3089\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u3057\u3001\u5b9f\u969b\u306e\u8cea\u554f\u5185\u5bb9\u306b\u5408\u308f\u305b\u3066\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u30fb\u6539\u5584\u3057\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n<h3 id=\"i-22\">RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u4f55\u304c\u9055\u3046\u306e\u3067\u3059\u304b\uff1f<\/h3>\n<p>\u5927\u304d\u306a\u9055\u3044\u306f\u3001\u300cAI\u81ea\u4f53\u306b\u77e5\u8b58\u3092\u899a\u3048\u8fbc\u307e\u305b\u308b\u304b\uff08\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff09\u300d\u3001\u305d\u308c\u3068\u3082\u300c\u5916\u90e8\u306e\u8cc7\u6599\u3092\u53c2\u7167\u3055\u305b\u308b\u304b\uff08RAG\uff09\u300d\u3068\u3044\u3046\u4ed5\u7d44\u307f\u306e\u5dee\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306fAI\u306e\u632f\u308b\u821e\u3044\u3084\u5c02\u9580\u7684\u306a\u8a00\u3044\u56de\u3057\u3092\u5b66\u7fd2\u3055\u305b\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u60c5\u5831\u306e\u66f4\u65b0\u304c\u96e3\u3057\u304f\u3001\u56de\u7b54\u306e\u6839\u62e0\u3092\u793a\u3057\u306b\u304f\u3044\u6b20\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001<mark>RAG\u306f\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u5dee\u3057\u66ff\u3048\u308b\u3060\u3051\u3067\u6700\u65b0\u60c5\u5831\u306b\u5bfe\u5fdc\u3067\u304d\u3001\u5f15\u7528\u5143\u3082\u660e\u793a\u3067\u304d\u308b\u305f\u3081\u3001\u30d3\u30b8\u30cd\u30b9\u5b9f\u52d9\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/mark><\/p>\n<p>\u793e\u5185\u6587\u66f8\u3084FAQ\u306e\u3088\u3046\u306b\u5185\u5bb9\u304c\u5909\u308f\u308a\u7d9a\u3051\u308b\u60c5\u5831\u3092\u6271\u3046\u306e\u3067\u3042\u308c\u3070\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6027\u304c\u9ad8\u304f\u3001\u6839\u62e0\u304c\u660e\u78ba\u306aRAG\u306e\u69cb\u7bc9\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<h2 id=\"i-23\">RAG\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u306a\u3089\u30c7\u30fc\u30bf\u3092\u6d3b\u304b\u3057\u9ad8\u7cbe\u5ea6\u56de\u7b54\u3092\u5b9f\u73fe\u3059\u308b\u300cJAPAN AI CHAT\u300d<\/h2>\n<p>RAG\u306f\u3001LLM\u306b\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3055\u305b\u3001\u793e\u5185\u6587\u66f8\u3084FAQ\u3001\u30de\u30cb\u30e5\u30a2\u30eb\u306a\u3069\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u751f\u6210AI\u3092\u696d\u52d9\u3067\u6d3b\u7528\u3059\u308b\u969b\u3001\u6700\u65b0\u60c5\u5831\u3084\u793e\u5185\u72ec\u81ea\u306e\u30eb\u30fc\u30eb\u3092\u6b63\u78ba\u306b\u53cd\u6620\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u306f\u91cd\u8981\u306a\u8ab2\u984c\u306b\u306a\u308a\u307e\u3059\u3002RAG\u3092\u69cb\u7bc9\u3059\u308c\u3070\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u691c\u7d22\u3057\u305f\u4e0a\u3067\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u6291\u3048\u306a\u304c\u3089\u3001\u6839\u62e0\u306e\u3042\u308b\u56de\u7b54\u3092\u5f97\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001RAG\u306f\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3059\u308b\u3060\u3051\u3067\u9ad8\u7cbe\u5ea6\u306a\u56de\u7b54\u304c\u5f97\u3089\u308c\u308b\u4ed5\u7d44\u307f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u69cb\u7bc9\u6642\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u9078\u5b9a\u3084\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3001\u6587\u66f8\u306e\u5206\u5272\u3001\u30d9\u30af\u30c8\u30eb\u5316\u3001\u691c\u7d22\u57fa\u76e4\u306e\u6574\u5099\u3001LLM\u3068\u306e\u9023\u643a\u3092\u6bb5\u968e\u7684\u306b\u9032\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u7cbe\u5ea6\u3092\u5b89\u5b9a\u3055\u305b\u308b\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u8cea\u3068\u91cf\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u6027\u80fd\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3001\u904b\u7528\u4f53\u5236\u307e\u3067\u542b\u3081\u3066\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p><mark>JAPAN AI CHAT\u306f\u3001\u9ad8\u7cbe\u5ea6\u691c\u7d22\uff08RAG\uff09\u3068\u5916\u90e8\u30c4\u30fc\u30eb\u9023\u643a\u306b\u3088\u308a\u3001\u793e\u5185\u5916\u306e\u30c7\u30fc\u30bf\u3092\u30bb\u30ad\u30e5\u30a2\u306b\u4e00\u5143\u5316\u3067\u304d\u308b\u6cd5\u4eba\u5411\u3051\u751f\u6210AI\u30c1\u30e3\u30c3\u30c8\u3067\u3059\u3002<\/mark>\u793e\u5185\u6587\u66f8\u3084\u5c02\u9580\u30c7\u30fc\u30bf\u3092\u6a2a\u65ad\u691c\u7d22\u3057\u3001\u5f15\u7528\u5143\u3084\u539f\u6587\u30ea\u30f3\u30af\u3092\u793a\u3057\u306a\u304c\u3089\u56de\u7b54\u3067\u304d\u308b\u305f\u3081\u3001\u5f93\u696d\u54e1\u304c\u5fc5\u8981\u306a\u60c5\u5831\u3092\u78ba\u8a8d\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u8907\u6570\u306e\u6700\u65b0AI\u30e2\u30c7\u30eb\u3001Web\u691c\u7d22\u3001\u753b\u50cf\u30fb\u30b9\u30ad\u30e3\u30f3PDF\u306e\u6587\u5b57\u691c\u7d22\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u3084\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3001\u5c5e\u4eba\u5316\u306e\u89e3\u6d88\u306a\u3069\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u5165\u529b\u30c7\u30fc\u30bf\u304c\u5916\u90e8LLM\u306e\u5b66\u7fd2\u306b\u5229\u7528\u3055\u308c\u306a\u3044\u70b9\u3084\u3001SSO\u30fbIP\u5236\u9650\u30fb\u6a29\u9650\u7ba1\u7406\u306a\u3069\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u308b\u70b9\u3082\u3001\u4f01\u696d\u5229\u7528\u3067\u691c\u8a0e\u3057\u3084\u3059\u3044\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002RAG\u74b0\u5883\u3092\u6574\u3048\u3001\u793e\u5185\u306b\u84c4\u7a4d\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u5b9f\u52d9\u3067\u6d3b\u304b\u3057\u305f\u3044\u5834\u5408\u306f\u3001JAPAN AI CHAT\u306e\u5c0e\u5165\u3092\u305c\u3072\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-24\"><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 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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 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