{"id":7845,"date":"2026-06-30T19:56:57","date_gmt":"2026-06-30T10:56:57","guid":{"rendered":"https:\/\/japan-ai.geniee.co.jp\/media\/?p=7845"},"modified":"2026-06-30T19:57:01","modified_gmt":"2026-06-30T10:57:01","slug":"%e3%82%b0%e3%83%a9%e3%82%a6%e3%83%b3%e3%83%87%e3%82%a3%e3%83%b3%e3%82%b0%e3%81%a8%e3%81%af%ef%bc%9f%e7%94%9f%e6%88%90ai%e3%81%ae%e5%9b%9e%e7%ad%94%e7%b2%be%e5%ba%a6%e3%82%92%e9%ab%98%e3%82%81%e3%82%8b","status":"publish","type":"post","link":"https:\/\/japan-ai.co.jp\/media\/7845\/","title":{"rendered":"\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3068\u306f\uff1f\u751f\u6210AI\u306e\u56de\u7b54\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u4ed5\u7d44\u307f\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac"},"content":{"rendered":"\n<p>\u751f\u6210AI\u304c\u696d\u52d9\u306e\u4e2d\u6838\u3092\u62c5\u3046\u6642\u4ee3\u3092\u8fce\u3048\u3001\u305d\u306e\u56de\u7b54\u7cbe\u5ea6\u3092\u5de6\u53f3\u3059\u308b\u6982\u5ff5\u3068\u3057\u3066\u300c\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\uff08Grounding\uff09\u300d\u3078\u306e\u6ce8\u76ee\u304c\u6025\u901f\u306b\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u751f\u6210AI\u306f\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3057\u305f\u78ba\u7387\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u3044\u3066\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u3001\u4e8b\u5b9f\u3068\u7570\u306a\u308b\u60c5\u5831\u3092\u3082\u3063\u3068\u3082\u3089\u3057\u304f\u51fa\u529b\u3059\u308b\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u300d\u306e\u30ea\u30b9\u30af\u3092\u69cb\u9020\u7684\u306b\u62b1\u3048\u3066\u3044\u307e\u3059\u3002\u4f01\u696d\u304cAI\u3092\u610f\u601d\u6c7a\u5b9a\u3084\u9867\u5ba2\u5bfe\u5fdc\u306b\u6d3b\u7528\u3059\u308b\u3046\u3048\u3067\u3001\u3053\u306e\u8ab2\u984c\u306e\u514b\u670d\u306f\u907f\u3051\u3066\u901a\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3068\u306f\u305d\u3082\u305d\u3082\u4f55\u3092\u610f\u5473\u3059\u308b\u306e\u304b\u3001RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f\u3069\u3046\u9055\u3046\u306e\u304b\u3001\u5177\u4f53\u7684\u306b\u3069\u306e\u3088\u3046\u306a\u6280\u8853\u3067\u5b9f\u73fe\u3059\u308b\u306e\u304b\u3001\u3068\u3044\u3063\u305f\u7591\u554f\u3092\u6301\u3064\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<mark>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306e\u5b9a\u7fa9\u3084\u4ed5\u7d44\u307f\u304b\u3089\u3001RAG\u3068\u306e\u9055\u3044\u3001\u4e3b\u8981\u306a\u6280\u8853\u30a2\u30d7\u30ed\u30fc\u30c1\u3001\u5b9f\u88c5\u306b\u4f7f\u3048\u308b\u30b5\u30fc\u30d3\u30b9\u6bd4\u8f03\u3001\u305d\u3057\u3066\u5c0e\u5165\u6642\u306e\u6ce8\u610f\u70b9<\/mark>\u307e\u3067\u3001JAPAN AI\u304c\u7db2\u7f85\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\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-0\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\uff08Grounding\uff09\u3068\u306f<\/a>  <\/li>  <li>    <a href=\"#i-1\">\u306a\u305c\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u304c\u5fc5\u8981\u306a\u306e\u304b<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-2\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u6b63\u4f53<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-3\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3060\u3051\u3067\u306f\u9632\u3052\u306a\u3044\u69cb\u9020\u7684\u9650\u754c<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-4\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3068RAG\u306e\u9055\u3044<\/a>  <\/li>  <li>    <a href=\"#i-5\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u5b9f\u73fe\u3059\u308b\u4e3b\u8981\u306a\u6280\u8853\u30a2\u30d7\u30ed\u30fc\u30c1<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-6\">RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09<\/a>      <\/li>      <li>        <a href=\"#i-7\">Web\u691c\u7d22\u9023\u643a<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-8\">\u5f15\u7528\u30fb\u51fa\u5178\u306e\u660e\u793a\uff08Citation\uff09<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-10\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u5b9f\u88c5\u306b\u4f7f\u3048\u308b\u4e3b\u8981\u30b5\u30fc\u30d3\u30b9\u30fb\u30c4\u30fc\u30eb<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-11\">Google Cloud\uff08Gemini Enterprise Agent Platform\uff09<\/a>      <\/li>      <li>        <a href=\"#i-12\">Microsoft Foundry\uff08\u65e7Azure AI Foundry\uff09<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-13\">Amazon Bedrock<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-14\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u5c0e\u5165\u306b\u304a\u3051\u308b\u6ce8\u610f\u70b9\u3068\u8ab2\u984c<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-15\">\u53c2\u7167\u30c7\u30fc\u30bf\u306e\u300c\u8cea\u300d\u3068\u300c\u9bae\u5ea6\u300d\u306e\u62c5\u4fdd<\/a>      <\/li>      <li>        <a href=\"#i-16\">\u30ec\u30b9\u30dd\u30f3\u30b9\u901f\u5ea6\uff08\u30ec\u30a4\u30c6\u30f3\u30b7\uff09\u306e\u4f4e\u4e0b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-17\">API\u5229\u7528\u30b3\u30b9\u30c8\u306e\u5897\u52a0\u3068\u8cbb\u7528\u5bfe\u52b9\u679c<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-18\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-19\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3068RAG\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b\uff1f<\/a>      <\/li>      <li>        <a href=\"#i-20\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u5c0e\u5165\u3059\u308c\u3070\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306f\u5b8c\u5168\u306b\u306a\u304f\u306a\u308a\u307e\u3059\u304b\uff1f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-21\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u5c0e\u5165\u3059\u308b\u969b\u306e\u8ab2\u984c\u3084\u6ce8\u610f\u70b9\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-22\">\u751f\u6210AI\u306e\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306e\u91cd\u8981\u6027<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 class=\"wp-block-heading\" id=\"i-0\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\uff08Grounding\uff09\u3068\u306f<\/h2>\n\n\n\n<p>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3068\u306f\u3001<mark>\u751f\u6210AI\u306e\u51fa\u529b\u3092\u691c\u8a3c\u53ef\u80fd\u306a\u60c5\u5831\u6e90\u306b\u7d10\u4ed8\u3051\u3066\u6839\u62e0\u3092\u6301\u305f\u305b\u308b\u4ed5\u7d44\u307f<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u300cGrounding\u300d\u3068\u3044\u3046\u82f1\u8a9e\u306f\u300cGround\uff08\u5730\u9762\u30fb\u57fa\u76e4\uff09\u300d\u3092\u8a9e\u6e90\u3068\u3057\u3001\u65e5\u672c\u8a9e\u3067\u306f\u300c\u63a5\u5730\u300d\u3068\u8a33\u3055\u308c\u307e\u3059\u3002\u96fb\u6c17\u5de5\u5b66\u3067\u56de\u8def\u3092\u5927\u5730\u306b\u63a5\u7d9a\u3057\u3066\u5b89\u5b9a\u3055\u305b\u308b\u3088\u3046\u306b\u3001AI\u306e\u51fa\u529b\u3092\u73fe\u5b9f\u4e16\u754c\u306e\u4e8b\u5b9f\u3084\u30c7\u30fc\u30bf\u306b\u300c\u63a5\u5730\u300d\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u56de\u7b54\u306e\u4fe1\u983c\u6027\u3092\u62c5\u4fdd\u3059\u308b\u8003\u3048\u65b9\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u91cd\u8981\u306a\u70b9\u306f\u3001\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u304c\u7279\u5b9a\u306e\u6280\u8853\u3084\u30c4\u30fc\u30eb\u306e\u540d\u79f0\u3067\u306f\u306a\u304f\u3001\u300c\u6982\u5ff5\u30fb\u30a2\u30d7\u30ed\u30fc\u30c1\u300d\u3067\u3042\u308b\u3053\u3068\u3067\u3059\u3002LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u306f\u4e8b\u524d\u5b66\u7fd2\u3067\u7372\u5f97\u3057\u305f\u77e5\u8b58\u306e\u307f\u3092\u983c\u308a\u306b\u6587\u7ae0\u3092\u751f\u6210\u3057\u307e\u3059\u304c\u3001\u305d\u306e\u77e5\u8b58\u306b\u306f\u7bc4\u56f2\u3084\u9bae\u5ea6\u306b\u9650\u754c\u304c\u3042\u308a\u307e\u3059\u3002\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306f\u3001\u3053\u3046\u3057\u305fLLM\u306e\u51fa\u529b\u30d7\u30ed\u30bb\u30b9\u306b\u5916\u90e8\u306e\u60c5\u5831\u6e90\u3092\u4ecb\u5728\u3055\u305b\u3001\u56de\u7b54\u304c\u4e8b\u5b9f\u306b\u57fa\u3065\u3044\u3066\u3044\u308b\u304b\u3092\u691c\u8a3c\u53ef\u80fd\u306b\u3059\u308b\u67a0\u7d44\u307f\u5168\u4f53\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084Web\u306e\u6700\u65b0\u60c5\u5831\u3001\u516c\u7684\u306a\u7d71\u8a08\u8cc7\u6599\u3068\u3044\u3063\u305f\u4fe1\u983c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092AI\u306e\u63a8\u8ad6\u30d7\u30ed\u30bb\u30b9\u306b\u7d44\u307f\u8fbc\u307f\u3001\u305d\u306e\u60c5\u5831\u6e90\u306e\u7bc4\u56f2\u5185\u3067\u56de\u7b54\u3092\u751f\u6210\u3055\u305b\u307e\u3059\u3002\u751f\u6210AI\u306e\u51fa\u529b\u3092\u300c\u6839\u62e0\u306e\u3042\u308b\u60c5\u5831\u300d\u306b\u56fa\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u304c\u6c42\u3081\u308b\u6b63\u78ba\u6027\u3068\u4fe1\u983c\u6027\u3092\u78ba\u4fdd\u3067\u304d\u308b\u70b9\u304c\u3001\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306e\u672c\u8cea\u7684\u306a\u4fa1\u5024\u3067\u3059\u3002<\/p>\n\n\n\n<p>LLM\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3084\u7a2e\u985e\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.co.jp\/media\/5111\/\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u306f\uff1f\u751f\u6210AI\u3084ChatGPT\u3068\u306e\u9055\u3044\u3001\u4ed5\u7d44\u307f\u30fb\u6d3b\u7528\u4f8b\u307e\u3067<\/a>\u300d\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">\u306a\u305c\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u304c\u5fc5\u8981\u306a\u306e\u304b<\/h2>\n\n\n\n<p>\u751f\u6210AI\u3092\u4f01\u696d\u6d3b\u52d5\u3067\u5b89\u5168\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001<mark>AI\u306e\u51fa\u529b\u3092\u4e8b\u5b9f\u306b\u57fa\u3065\u304b\u305b\u308b\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306e\u4ed5\u7d44\u307f<\/mark>\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>LLM\u306f\u300c\u6b21\u306b\u6765\u308b\u78ba\u7387\u304c\u6700\u3082\u9ad8\u3044\u30c8\u30fc\u30af\u30f3\uff08\u5358\u8a9e\u306e\u65ad\u7247\uff09\u3092\u4e88\u6e2c\u3059\u308b\u300d\u3068\u3044\u3046\u4ed5\u7d44\u307f\u3067\u6587\u7ae0\u3092\u751f\u6210\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u78ba\u7387\u7684\u4e88\u6e2c\u30e2\u30c7\u30eb\u306f\u6d41\u66a2\u306a\u6587\u7ae0\u3092\u751f\u307f\u51fa\u3059\u4e00\u65b9\u3067\u3001\u4e8b\u5b9f\u78ba\u8a8d\u306e\u6a5f\u80fd\u3092\u672c\u8cea\u7684\u306b\u5099\u3048\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u306a\u3044\u6700\u65b0\u60c5\u5831\u3084\u3001\u4f4e\u983b\u5ea6\u306e\u4e8b\u5b9f\u306b\u95a2\u3059\u308b\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f\u3001\u30d1\u30bf\u30fc\u30f3\u306e\u985e\u63a8\u304b\u3089\u300c\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u5618\uff08<a href=\"https:\/\/japan-ai.co.jp\/media\/5186\/\">\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3<\/a>\uff09\u300d\u3092\u751f\u6210\u3057\u3066\u3057\u307e\u3046\u69cb\u9020\u7684\u306a\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u4f01\u696d\u304c\u793e\u5185\u6587\u66f8\u306e\u8981\u7d04\u3084\u9867\u5ba2\u3078\u306e\u56de\u7b54\u306bAI\u3092\u5229\u7528\u3059\u308b\u5834\u9762\u3067\u306f\u3001\u3053\u3046\u3057\u305f\u8aa4\u60c5\u5831\u304c\u91cd\u5927\u306a\u640d\u5931\u3084\u4fe1\u7528\u6bc0\u640d\u306b\u3064\u306a\u304c\u308a\u304b\u306d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001OpenAI\u304c\u516c\u958b\u3057\u305f\u6280\u8853\u89e3\u8aac\u306b\u3088\u308c\u3070\u3001LLM\u306e\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u5b8c\u5168\u306b\u306f\u306a\u304f\u306a\u3089\u306a\u3044\u80cc\u666f\u306b\u306f\u3001\u4e8b\u524d\u5b66\u7fd2\u6642\u306b\u300c\u6b63\u8aa4\u306e\u30e9\u30d9\u30eb\u300d\u304c\u4ed8\u4e0e\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3001\u305d\u3057\u3066\u73fe\u5728\u306e\u8a55\u4fa1\u624b\u6cd5\u304c\u300c\u4e0d\u78ba\u5b9f\u3067\u3042\u3063\u3066\u3082\u63a8\u6e2c\u3059\u308b\u300d\u65b9\u5411\u306b\u30e2\u30c7\u30eb\u3092\u8a98\u5c0e\u3057\u3066\u3057\u307e\u3046\u69cb\u9020\u304c\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/openai.com\/ja-JP\/index\/why-language-models-hallucinate\/\" rel=\"nofollow\">OpenAI\u300c\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u304a\u304d\u308b\u7406\u7531\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" 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href=\"https:\/\/japan-ai.co.jp\/media\/5186\/\">\u751f\u6210AI\u306e\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3068\u306f\uff1f\u610f\u5473\u30fb\u539f\u56e0\u30fb\u7a2e\u985e\u30fb\u4e8b\u4f8b\u30fb\u5bfe\u7b56\u3092\u5fb9\u5e95\u89e3\u8aac<\/a>\u300d\u306e\u8a18\u4e8b\u3082\u3042\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-3\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3060\u3051\u3067\u306f\u9632\u3052\u306a\u3044\u69cb\u9020\u7684\u9650\u754c<\/h3>\n\n\n\n<p><a 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href=\"https:\/\/japan-ai.co.jp\/media\/6817\/\">\n\t\t\t<span class=\"longc_img\"><img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"300\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/uploads\/2026\/05\/a6817-0-520x300.png\" class=\"attachment-thumb-520 size-thumb-520 wp-post-image\" alt=\"\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\uff1f\"><\/span>\n\t\t\t<div class=\"longc_content c_linkto_text\">\n\t\t\t\t<time class=\"updated sng-link-time dfont\" itemprop=\"dateModified\" datetime=\"2026-05-30\">2026\u5e745\u670830\u65e5<\/time>\t\t\t\t<span class=\"longc_title\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u306f\uff1f\u5b9a\u7fa9\u30fb\u624b\u6cd5\u30fb\u30b3\u30c4\u3092\u521d\u5fc3\u8005\u5411\u3051\u306b\u89e3\u8aac<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\n\n<h2 class=\"wp-block-heading\" id=\"i-4\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3068RAG\u306e\u9055\u3044<\/h2>\n\n\n\n<p>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3068RAG\uff08Retrieval-Augmented Generation\uff1a\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u306f\u3001<mark>\u300c\u6982\u5ff5\u300d\u3068\u300c\u6280\u8853\u7684\u624b\u6cd5\u300d\u3068\u3044\u3046\u5305\u542b\u95a2\u4fc2<\/mark>\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306f\u300c\u751f\u6210AI\u306e\u51fa\u529b\u3092\u6839\u62e0\u3068\u306a\u308b\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304b\u305b\u308b\u300d\u3068\u3044\u3046\u76ee\u7684\u30fb\u6982\u5ff5\u3092\u6307\u3057\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001RAG\u306f\u305d\u306e\u6982\u5ff5\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u4ee3\u8868\u7684\u306a\u6280\u8853\u7684\u624b\u6cd5\u3067\u3042\u308a\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u95a2\u9023\u60c5\u5831\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u7d50\u679c\u3092LLM\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u7d44\u307f\u8fbc\u3093\u3067\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e21\u8005\u306e\u95a2\u4fc2\u3092\u6574\u7406\u3059\u308b\u3068\u3001\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3068\u3044\u3046\u5927\u304d\u306a\u6982\u5ff5\u306e\u4e2d\u306b\u3001RAG\u3084Web\u691c\u7d22\u9023\u643a\u3001\u5f15\u7528\u30fb\u51fa\u5178\u306e\u660e\u793a\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a\u5b9f\u73fe\u624b\u6cd5\u304c\u542b\u307e\u308c\u308b\u69cb\u9020\u3067\u3059\u3002RAG\u306f\u300c\u691c\u7d22\uff08Retrieval\uff09\uff0b\u62e1\u5f35\uff08Augmented\uff09\uff0b\u751f\u6210\uff08Generation\uff09\u300d\u306e3\u30b9\u30c6\u30c3\u30d7\u3067\u69cb\u6210\u3055\u308c\u3001\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u5b9f\u73fe\u3059\u308b\u624b\u6bb5\u3068\u3057\u3066\u6700\u3082\u5e83\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<div id=\"id-7f672676-e9f2-4a78-95ca-72106290141e\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u6bd4\u8f03\u9805\u76ee<\/th><th>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0<\/th><th>RAG<\/th><\/tr><tr><td>\u4f4d\u7f6e\u3065\u3051<\/td><td>\u6982\u5ff5\u30fb\u30a2\u30d7\u30ed\u30fc\u30c1<\/td><td>\u6280\u8853\u7684\u624b\u6cd5<\/td><\/tr><tr><td>\u76ee\u7684<\/td><td>AI\u306e\u51fa\u529b\u3092\u4e8b\u5b9f\u306b\u57fa\u3065\u304b\u305b\u308b<\/td><td>\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3057\u3066AI\u306e\u56de\u7b54\u3092\u88dc\u5f37\u3059\u308b<\/td><\/tr><tr><td>\u7bc4\u56f2<\/td><td>RAG\u3084Web\u691c\u7d22\u9023\u643a\u3001\u5f15\u7528\u660e\u793a\u306a\u3069\u3092\u5305\u542b<\/td><td>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u5b9f\u73fe\u3059\u308b\u624b\u6bb5\u306e\u4e00\u3064<\/td><\/tr><tr><td>\u95a2\u4fc2<\/td><td>\u4e0a\u4f4d\u6982\u5ff5<\/td><td>\u4e0b\u4f4d\u624b\u6cd5\uff08\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u2283RAG\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>\u3053\u306e\u5305\u542b\u95a2\u4fc2\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u81ea\u793e\u306e\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u300c\u3069\u306e\u624b\u6cd5\u3067\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u5b9f\u73fe\u3059\u308b\u304b\u300d\u3092\u9069\u5207\u306b\u9078\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>RAG\u306e\u4ed5\u7d44\u307f\u3084\u30e1\u30ea\u30c3\u30c8\u306b\u3064\u3044\u3066\u3055\u3089\u306b\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.co.jp\/media\/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>\u300d\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-5\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u5b9f\u73fe\u3059\u308b\u4e3b\u8981\u306a\u6280\u8853\u30a2\u30d7\u30ed\u30fc\u30c1<\/h2>\n\n\n\n<p>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u5b9f\u73fe\u3059\u308b\u6280\u8853\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u7a2e\u985e\u3084\u6d3b\u7528\u76ee\u7684\u306b\u5fdc\u3058\u305f\u8907\u6570\u306e\u624b\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u4ee3\u8868\u7684\u306a\u624b\u6cd5\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\uff1a\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u72ec\u81ea\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u9023\u643a\u3059\u308b\u6700\u3082\u4ee3\u8868\u7684\u306a\u624b\u6cd5<\/li>\n\n\n\n<li>Web\u691c\u7d22\u9023\u643a\uff1a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6700\u65b0\u60c5\u5831\u3092\u53c2\u7167\u3057\u3066\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u30ab\u30c3\u30c8\u30aa\u30d5\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u624b\u6cd5<\/li>\n\n\n\n<li>\u5f15\u7528\u30fb\u51fa\u5178\u306e\u660e\u793a\uff08Citation\uff09\uff1a\u56de\u7b54\u306e\u6839\u62e0\u7b87\u6240\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u793a\u3057\u3066\u691c\u8a3c\u53ef\u80fd\u6027\u3092\u78ba\u4fdd\u3059\u308b\u624b\u6cd5<\/li>\n<\/ul>\n\n\n<div id=\"id-cf2d0162-3b6f-4ed5-9d51-f3fa3ea40f76\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u6280\u8853\u30a2\u30d7\u30ed\u30fc\u30c1<\/th><th>\u4e3b\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9<\/th><th>\u5f37\u307f<\/th><th>\u7559\u610f\u70b9<\/th><\/tr><tr><td>RAG<\/td><td>\u793e\u5185DB\u30fb\u72ec\u81ea\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/td><td>\u81ea\u793e\u56fa\u6709\u306e\u77e5\u8b58\u3092\u6d3b\u7528\u53ef\u80fd<\/td><td>\u30c7\u30fc\u30bf\u6574\u5099\u3068\u30d9\u30af\u30c8\u30eb\u5316\u304c\u5fc5\u8981<\/td><\/tr><tr><td>Web\u691c\u7d22\u9023\u643a<\/td><td>\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u516c\u958b\u60c5\u5831<\/td><td>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6700\u65b0\u60c5\u5831\u3092\u53d6\u5f97<\/td><td>\u60c5\u5831\u306e\u4fe1\u983c\u6027\u8a55\u4fa1\u304c\u5fc5\u8981<\/td><\/tr><tr><td>\u5f15\u7528\u30fb\u51fa\u5178\u306e\u660e\u793a<\/td><td>\u53c2\u7167\u5143\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5168\u822c<\/td><td>\u56de\u7b54\u306e\u691c\u8a3c\u53ef\u80fd\u6027\u3092\u78ba\u4fdd<\/td><td>\u5358\u72ec\u3067\u306f\u8aa4\u60c5\u5831\u306e\u751f\u6210\u3092\u9632\u3052\u306a\u3044<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"i-6\">RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09<\/h3>\n\n\n\n<p>RAG\u306f\u3001\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u5b9f\u73fe\u3059\u308b\u6280\u8853\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u3057\u3066\u6700\u3082\u5e83\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u624b\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>RAG\u306e\u51e6\u7406\u306f\u300c\u691c\u7d22\uff08Retrieval\uff09\u2192\u62e1\u5f35\uff08Augmented\uff09\u2192\u751f\u6210\uff08Generation\uff09\u300d\u306e3\u30b9\u30c6\u30c3\u30d7\u3067\u9032\u307f\u307e\u3059\u3002\u307e\u305a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u3092\u30d9\u30af\u30c8\u30eb\uff08\u6570\u5024\u306e\u914d\u5217\uff09\u306b\u5909\u63db\u3057\u3001\u4e8b\u524d\u306b\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u683c\u7d0d\u3057\u305f\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u72ec\u81ea\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e2d\u304b\u3089\u3001\u610f\u5473\u7684\u306b\u95a2\u9023\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u691c\u7d22\u3057\u307e\u3059\u3002\u6b21\u306b\u3001\u691c\u7d22\u3067\u53d6\u5f97\u3057\u305f\u60c5\u5831\u3092LLM\u3078\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u4ed8\u52a0\u3057\u3001\u305d\u306e\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u56de\u7b54\u3092\u751f\u6210\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u4ed5\u7d44\u307f\u306e\u4e2d\u6838\u3092\u62c5\u3046\u306e\u304c\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3067\u3059\u3002\u5f93\u6765\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3067\u306f\u300c\u8868\u8a18\u306e\u63fa\u308c\u300d\u3084\u300c\u540c\u7fa9\u8a9e\u300d\u3092\u62fe\u3044\u304d\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306f\u30c6\u30ad\u30b9\u30c8\u306e\u610f\u5473\u3092\u6570\u5024\u5316\u3057\u3066\u6bd4\u8f03\u3059\u308b\u305f\u3081\u3001\u8868\u73fe\u304c\u7570\u306a\u3063\u3066\u3044\u3066\u3082\u610f\u5473\u7684\u306b\u8fd1\u3044\u60c5\u5831\u3092\u9ad8\u7cbe\u5ea6\u306b\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u5951\u7d04\u66f8\u3001\u6280\u8853\u6587\u66f8\u3068\u3044\u3063\u305f\u72ec\u81ea\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u9023\u643a\u3067\u304d\u308b\u70b9\u304c\u3001RAG\u306e\u6700\u5927\u306e\u5f37\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<p>RAG\u306e\u69cb\u7bc9\u65b9\u6cd5\u3084\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8\u306b\u3064\u3044\u3066\u306f\u3001\u300c<a href=\"https:\/\/japan-ai.co.jp\/media\/6447\/\">RAG\u306e\u69cb\u7bc9\u65b9\u6cd5\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3084\u6210\u529f\u30dd\u30a4\u30f3\u30c8\u3082\u89e3\u8aac<\/a>\u300d\u306e\u8a18\u4e8b\u3082\u3042\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-7\">Web\u691c\u7d22\u9023\u643a<\/h3>\n\n\n\n<p>Web\u691c\u7d22\u9023\u643a\u306f\u3001Google\u691c\u7d22\u3084Bing\u691c\u7d22\u306a\u3069\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3092\u5229\u7528\u3057\u3066\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u60c5\u5831\u3092\u53c2\u7167\u3059\u308b\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u624b\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>LLM\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u306f\u300c\u30ab\u30c3\u30c8\u30aa\u30d5\u65e5\u300d\u304c\u5b58\u5728\u3057\u3001\u305d\u308c\u4ee5\u964d\u306b\u767a\u751f\u3057\u305f\u51fa\u6765\u4e8b\u3084\u66f4\u65b0\u3055\u308c\u305f\u60c5\u5831\u306f\u53cd\u6620\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002Web\u691c\u7d22\u9023\u643a\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u5fdc\u3058\u3066AI\u304c\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306b\u30af\u30a8\u30ea\u3092\u767a\u884c\u3057\u3001\u53d6\u5f97\u3057\u305f\u6700\u65b0\u306eWeb\u60c5\u5831\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u7d44\u307f\u8fbc\u3093\u3067\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u30cb\u30e5\u30fc\u30b9\u3084\u5e02\u5834\u52d5\u5411\u3001\u6cd5\u6539\u6b63\u3068\u3044\u3063\u305f\u5909\u5316\u306e\u901f\u3044\u60c5\u5831\u3092\u6271\u3046\u5834\u9762\u3067\u7279\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>2026\u5e74\u6642\u70b9\u3067\u306f\u3001Agentic RAG\uff08\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bRAG\uff09\u3068\u547c\u3070\u308c\u308b\u9032\u5316\u5f62\u3082\u666e\u53ca\u3057\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u5f93\u6765\u306eRAG\u304c\u300c1\u56de\u691c\u7d22\u3057\u3066\u56de\u7b54\u3059\u308b\u300d\u4e00\u76f4\u7dda\u306e\u69cb\u9020\u3067\u3042\u3063\u305f\u306e\u306b\u5bfe\u3057\u3001Agentic RAG\u3067\u306fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u81ea\u5f8b\u7684\u306b\u300c\u4f55\u3092\u8abf\u3079\u308b\u3079\u304d\u304b\u300d\u3092\u8a08\u753b\u3057\u3001\u691c\u7d22\u7d50\u679c\u3092\u81ea\u5df1\u8a55\u4fa1\u3057\u305f\u3046\u3048\u3067\u3001\u4e0d\u5341\u5206\u3067\u3042\u308c\u3070\u691c\u7d22\u30af\u30a8\u30ea\u3092\u5909\u3048\u3066\u518d\u691c\u7d22\u3059\u308b\u30eb\u30fc\u30d7\u69cb\u9020\u3092\u6301\u3061\u307e\u3059\u3002\u691c\u7d22\u306e\u8cea\u3068\u56de\u7b54\u306e\u7cbe\u5ea6\u3092\u81ea\u5f8b\u7684\u306b\u9ad8\u3081\u3066\u3044\u304f\u4ed5\u7d44\u307f\u3068\u3057\u3066\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-8\">\u5f15\u7528\u30fb\u51fa\u5178\u306e\u660e\u793a\uff08Citation\uff09<\/h3>\n\n\n\n<p>\u5f15\u7528\u30fb\u51fa\u5178\u306e\u660e\u793a\u306f\u3001AI\u304c\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u3001\u305d\u306e\u6839\u62e0\u3068\u306a\u3063\u305f\u60c5\u5831\u6e90\u306eURL\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u540d\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u793a\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>RAG\u3084Web\u691c\u7d22\u9023\u643a\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u7528\u3055\u308c\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u3001\u56de\u7b54\u6587\u4e2d\u306e\u8a72\u5f53\u7b87\u6240\u306b\u53c2\u7167\u5143\u306e\u51fa\u5178\u3092\u7d10\u4ed8\u3051\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u56de\u7b54\u306e\u6b63\u78ba\u6027\u3092\u81ea\u3089\u691c\u8a3c\u3067\u304d\u308b\u72b6\u614b\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u793e\u5185\u898f\u7a0b\u306b\u95a2\u3059\u308b\u8cea\u554f\u306b\u5bfe\u3057\u3066\u300c\u7b2c3\u6761\u7b2c2\u9805\u306b\u57fa\u3065\u304d\u301c\u300d\u3068\u56de\u7b54\u3057\u3064\u3064\u3001\u8a72\u5f53\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3078\u306e\u30ea\u30f3\u30af\u3092\u4f75\u8a18\u3059\u308b\u3053\u3068\u3067\u3001\u56de\u7b54\u306e\u900f\u660e\u6027\u3068\u4fe1\u983c\u6027\u3092\u62c5\u4fdd\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f15\u7528\u30fb\u51fa\u5178\u306e\u660e\u793a\u306f\u3001\u5358\u72ec\u3067\u306f\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u767a\u751f\u305d\u306e\u3082\u306e\u3092\u9632\u3050\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001\u56de\u7b54\u306e\u6839\u62e0\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u3067\u300cAI\u306e\u51fa\u529b\u3092\u9d5c\u5451\u307f\u306b\u3057\u306a\u3044\u300d\u904b\u7528\u4f53\u5236\u306e\u69cb\u7bc9\u3092\u652f\u63f4\u3057\u3001<mark>\u4eba\u9593\u306b\u3088\u308b\u30d5\u30a1\u30af\u30c8\u30c1\u30a7\u30c3\u30af\u306e\u52b9\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b<\/mark>\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<p><b>\u751f\u6210AI\u306e\u56de\u7b54\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u306a\u3089\u300cJAPAN AI CHAT\u300d<\/b><\/p>\n\n\n\n<p>\u751f\u6210AI\u306e\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u81ea\u793e\u696d\u52d9\u306b\u53d6\u308a\u5165\u308c\u308b\u306b\u306f\u3001\u9ad8\u7cbe\u5ea6\u306aRAG\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u6d3b\u7528\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<a href=\"https:\/\/japan-ai.co.jp\/chat\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\">JAPAN AI CHAT<\/a>\u306f\u3001\u793e\u5185\u6587\u66f8\u3084\u5c02\u9580\u30c7\u30fc\u30bf\u3092\u6a2a\u65ad\u691c\u7d22\u3057\u3001\u6839\u62e0\uff08\u5f15\u7528\u5143\u30fb\u539f\u6587\u30ea\u30f3\u30af\uff09\u3092\u660e\u793a\u3057\u3066\u56de\u7b54\u3059\u308b\u9ad8\u7cbe\u5ea6RAG\u3092\u6a19\u6e96\u642d\u8f09\u3002SharePoint\u3084Google\u30c9\u30e9\u30a4\u30d6\u306a\u306920\u4ee5\u4e0a\u306e\u5916\u90e8\u30c4\u30fc\u30eb\u3068\u3082\u9023\u643a\u3067\u304d\u3001\u4e0a\u5834\u4f01\u696d\u6c34\u6e96\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u306e\u3082\u3068\u3067\u5b89\u5fc3\u3057\u3066\u5c0e\u5165\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p>\n\n\n<section><a class=\"cta_ai_chat cta_wh_type\" href=\"https:\/\/japan-ai.co.jp\/chat\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\" target=\"_blank\"><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><div class=\"cta_inner\"><div class=\"cta_inner_top\"><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><\/div><div class=\"cta_inner_bot\"><div class=\"cta_txtbox\"><h4 id=\"i-9\"><span>\u30c1\u30e3\u30c3\u30c8\u30c4\u30fc\u30eb\u306a\u3089<\/span>\n                        JAPAN AI CHAT\n                    <\/h4><div class=\"txt_cols\"><div class=\"txt_itm\"><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 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transform=\"translate(-0.00012207 0.11084)\" \/><\/clipPath><\/defs><\/svg><\/div><p>\n                                \u4e0a\u5834\u4f01\u696d\u6c34\u6e96\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u74b0\u5883\n                            <\/p><\/div><div class=\"txt_itm\"><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 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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><p>\n                                \u5916\u90e8\u9023\u643a\u6a5f\u80fd\u3092\u3054\u63d0\u4f9b\n                            <\/p><\/div><\/div><\/div><div class=\"ming\"><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><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><\/div><\/div><\/div><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><\/a><\/section>\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-10\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u5b9f\u88c5\u306b\u4f7f\u3048\u308b\u4e3b\u8981\u30b5\u30fc\u30d3\u30b9\u30fb\u30c4\u30fc\u30eb<\/h2>\n\n\n\n<p>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306e\u4e3b\u8981\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u3001Google Cloud\u30fbMicrosoft Azure\u30fbAmazon Web Services\u306e3\u793e\u304c\u305d\u308c\u305e\u308c\u5c02\u7528\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u6bd4\u8f03\u8868\u3067\u5404\u30b5\u30fc\u30d3\u30b9\u306e\u7279\u5fb4\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n<div id=\"id-04a72b10-9292-44f7-99d0-5ab8ccc4f25b\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u30b5\u30fc\u30d3\u30b9\u540d<\/th><th>\u63d0\u4f9b\u5143<\/th><th>\u4e3b\u306a\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u6a5f\u80fd<\/th><th>\u5bfe\u5fdc\u30e2\u30c7\u30eb<\/th><\/tr><tr><td>Gemini Enterprise Agent Platform<\/td><td>Google Cloud<\/td><td>Google\u691c\u7d22\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3001Agent Search\u3001RAG Engine \u7b49<\/td><td>Gemini 3.5 Flash\u3001Gemma 4 \u7b49<\/td><\/tr><tr><td>Microsoft Foundry<\/td><td>Microsoft<\/td><td>Foundry IQ\u3001Web IQ\uff08Bing\u30d9\u30fc\u30b9\uff09\u3001SharePoint\u9023\u643a<\/td><td>GPT\u30b7\u30ea\u30fc\u30ba\u3001Phi \u7b49<\/td><\/tr><tr><td>Amazon Bedrock<\/td><td>AWS<\/td><td>Knowledge Bases\u3001S3\u30fbOpenSearch\u9023\u643a\u3001Guardrails\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0<\/td><td>Amazon Nova\u3001Claude\u3001Titan \u7b49<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"i-11\">Google Cloud\uff08Gemini Enterprise Agent Platform\uff09<\/h3>\n\n\n\n<p>Gemini Enterprise Agent Platform\u306f\u30012026\u5e744\u6708\u306eGoogle Cloud Next\u201926\u3067\u65e7Vertex AI\u304b\u3089\u30ea\u30d6\u30e9\u30f3\u30c9\u3055\u308c\u305f\u3001Google Cloud\u306e\u5305\u62ec\u7684\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u57fa\u76e4\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u6a5f\u80fd\u3068\u3057\u3066\u306f\u8907\u6570\u306e\u65b9\u5f0f\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u4ee3\u8868\u7684\u306a\u3082\u306e\u3068\u3057\u3066\u4ee5\u4e0b\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u307e\u305a\u3001Google\u691c\u7d22\u3092\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u3057\u3066\u6d3b\u7528\u3059\u308b\u300cGoogle\u691c\u7d22\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u300d\u3002\u81ea\u793e\u304c\u4fdd\u6709\u3059\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u53c2\u7167\u3055\u305b\u308b\u300cAgent Search\u306b\u3088\u308b\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u300d\u3002\u305d\u3057\u3066\u3001\u5927\u898f\u6a21\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u7fa4\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u9ad8\u901f\u691c\u7d22\u3092\u884c\u3046\u300cRAG Engine\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u307b\u304b\u3001Google \u30de\u30c3\u30d7\u306b\u3088\u308b\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3084Elasticsearch\u9023\u643a\u306a\u3069\u3082\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5bfe\u5fdc\u30e2\u30c7\u30eb\u306b\u306fGemini 3.5 Flash\u3084\u30aa\u30fc\u30d7\u30f3\u30e2\u30c7\u30eb\u306e Gemma 4\u304c\u542b\u307e\u308c\u3001Model Garden\u3092\u901a\u3058\u3066Anthropic\u306eClaude\u30d5\u30a1\u30df\u30ea\u30fc\u306a\u3069\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30e2\u30c7\u30eb\u3082\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u69cb\u7bc9\u304b\u3089\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u7ba1\u7406\u3001\u6700\u9069\u5316\u307e\u3067\u3092\u4e00\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u3067\u5b8c\u7d50\u3067\u304d\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/cloud.google.com\/products\/gemini-enterprise-agent-platform?hl=ja\" rel=\"nofollow\">Google Cloud\u300cGemini Enterprise Agent Platform\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-12\">Microsoft Foundry\uff08\u65e7Azure AI Foundry\uff09<\/h3>\n\n\n\n<p>Microsoft Foundry\uff08\u65e7Azure AI Foundry\uff09\u306f\u3001Microsoft\u306eAI\u958b\u767a\u57fa\u76e4\u3067\u3042\u308a\u3001\u4f01\u696d\u30c7\u30fc\u30bf\u3068\u306e\u7d71\u5408\u306b\u5f37\u307f\u3092\u6301\u3064\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306e\u4e2d\u6838\u6a5f\u80fd\u3068\u3057\u3066\u300cFoundry IQ\u300d\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002Foundry IQ\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u80cc\u5f8c\u306b\u914d\u7f6e\u3059\u308b\u5c02\u7528\u306e\u30ca\u30ec\u30c3\u30b8\u5c64\u3067\u3042\u308a\u3001\u81ea\u524d\u3067RAG\u306e\u30c1\u30e3\u30f3\u30af\u5316\u3084\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u69cb\u7bc9\u3092\u4f5c\u308a\u8fbc\u307e\u306a\u304f\u3066\u3082\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u63a5\u7d9a\u3059\u308b\u3060\u3051\u3067\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u30012026\u5e746\u6708\u306eMicrosoft Build 2026\u3067\u767a\u8868\u3055\u308c\u305f\u300cWeb IQ\u300d\u306f\u3001Bing\u30d9\u30fc\u30b9\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u60c5\u5831\u3092\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306b\u6d3b\u7528\u3059\u308b\u6a5f\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>SharePoint\u3084Microsoft 365\u3068\u306e\u9023\u643a\u304c\u6a19\u6e96\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u3059\u3067\u306bMicrosoft\u88fd\u54c1\u3092\u696d\u52d9\u57fa\u76e4\u3068\u3057\u3066\u5229\u7528\u3057\u3066\u3044\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u306f\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u8cc7\u7523\u3092\u305d\u306e\u307e\u307eAI\u306e\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306b\u6d3b\u7528\u3067\u304d\u308b\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/learn.microsoft.com\/ja-jp\/azure\/foundry\/agents\/how-to\/foundry-iq-connect\" rel=\"nofollow\">Microsoft\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092 Foundry IQ \u30ca\u30ec\u30c3\u30b8 \u30d9\u30fc\u30b9\u306b\u63a5\u7d9a\u3059\u308b\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-13\">Amazon Bedrock<\/h3>\n\n\n\n<p>Amazon Bedrock\u306f\u3001AWS\u304c\u63d0\u4f9b\u3059\u308b\u751f\u6210AI\u57fa\u76e4\u3067\u3042\u308a\u3001Knowledge Bases\u3092\u6d3b\u7528\u3057\u305fRAG\u69cb\u7bc9\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>Knowledge Bases\u3067\u306f\u3001Amazon S3\u306b\u4fdd\u5b58\u3055\u308c\u305fPDF\u3084HTML\u3001Word\u30d5\u30a1\u30a4\u30eb\u306a\u3069\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u81ea\u52d5\u7684\u306b\u30d9\u30af\u30c8\u30eb\u5316\uff08\u57cb\u3081\u8fbc\u307f\uff09\u3057\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u306b\u3088\u3063\u3066\u95a2\u9023\u60c5\u5831\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\u53d6\u5f97\u3057\u305f\u60c5\u5831\u306fLLM\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u633f\u5165\u3055\u308c\u308b\u305f\u3081\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306a\u3057\u3067\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u5b9f\u73fe\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u3068\u3057\u3066\u306fAmazon OpenSearch Serverless\u3084Amazon Aurora\u3001Pinecone\u306a\u3069\u8907\u6570\u306e\u9078\u629e\u80a2\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001Amazon Bedrock Guardrails\u306e\u300c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u300d\u6a5f\u80fd\u3092\u9069\u7528\u3059\u308b\u3068\u3001\u751f\u6210\u3055\u308c\u305f\u56de\u7b54\u304c\u53c2\u7167\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u3044\u308b\u304b\u3092\u81ea\u52d5\u7684\u306b\u691c\u8a3c\u3057\u3001\u6839\u62e0\u306e\u8584\u3044\u56de\u7b54\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Amazon Nova\u30e2\u30c7\u30eb\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u30fb\u52d5\u753b\u3092\u6a2a\u65ad\u3057\u305f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/prescriptive-guidance\/latest\/agentic-ai-serverless\/grounding-and-rag.html\" rel=\"nofollow\">AWS\u300c\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3068\u53d6\u5f97\u306e\u62e1\u5f35\u751f\u6210\u300d<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-14\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u5c0e\u5165\u306b\u304a\u3051\u308b\u6ce8\u610f\u70b9\u3068\u8ab2\u984c<\/h2>\n\n\n\n<p>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306f\u751f\u6210AI\u306e\u56de\u7b54\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u6709\u52b9\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u304c\u3001\u5c0e\u5165\u306b\u3042\u305f\u3063\u3066\u306f<mark>\u30c7\u30fc\u30bf\u54c1\u8cea\u30fb\u30ec\u30b9\u30dd\u30f3\u30b9\u901f\u5ea6\u30fb\u30b3\u30b9\u30c8\u306e3\u3064\u306e\u89b3\u70b9<\/mark>\u3067\u4e8b\u524d\u691c\u8a0e\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-15\">\u53c2\u7167\u30c7\u30fc\u30bf\u306e\u300c\u8cea\u300d\u3068\u300c\u9bae\u5ea6\u300d\u306e\u62c5\u4fdd<\/h3>\n\n\n\n<p>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306e\u7cbe\u5ea6\u306f\u3001\u53c2\u7167\u3059\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u54c1\u8cea\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300cGarbage In, Garbage Out\uff08\u30b4\u30df\u3092\u5165\u308c\u308c\u3070\u30b4\u30df\u304c\u51fa\u308b\uff09\u300d\u306e\u539f\u5247\u306f\u3001\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306b\u304a\u3044\u3066\u3082\u4f8b\u5916\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u53e4\u3044\u30c7\u30fc\u30bf\u3084\u4e0d\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u3092AI\u304c\u53c2\u7167\u3059\u308c\u3070\u3001\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u65bd\u3057\u3066\u3082\u8aa4\u3063\u305f\u56de\u7b54\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u6539\u8a02\u304c\u53cd\u6620\u3055\u308c\u3066\u3044\u306a\u3044\u3001\u5ec3\u6b62\u3055\u308c\u305f\u898f\u7a0b\u304c\u6b8b\u3063\u3066\u3044\u308b\u3001\u3068\u3044\u3063\u305f\u72b6\u614b\u3067\u306f\u3001AI\u306e\u56de\u7b54\u304c\u73fe\u884c\u306e\u696d\u52d9\u5b9f\u614b\u3068\u4e56\u96e2\u3059\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u6b63\u78ba\u6027\u30fb\u6700\u65b0\u6027\u30fb\u7db2\u7f85\u6027\u3092\u7d99\u7d9a\u7684\u306b\u7ba1\u7406\u3059\u308b\u904b\u7528\u4f53\u5236\u306e\u69cb\u7bc9\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u5b9a\u671f\u7684\u306a\u30c7\u30fc\u30bf\u68da\u5378\u3057\u3068\u66f4\u65b0\u30d5\u30ed\u30fc\u3092\u8a2d\u8a08\u3057\u3001\u300c\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3001\u8ab0\u304c\u3001\u3069\u306e\u983b\u5ea6\u3067\u66f4\u65b0\u3059\u308b\u304b\u300d\u3092\u660e\u78ba\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306e\u52b9\u679c\u3092\u7dad\u6301\u3059\u308b\u9375\u3092\u63e1\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-16\">\u30ec\u30b9\u30dd\u30f3\u30b9\u901f\u5ea6\uff08\u30ec\u30a4\u30c6\u30f3\u30b7\uff09\u306e\u4f4e\u4e0b<\/h3>\n\n\n\n<p>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3067\u306f\u5916\u90e8\u30c7\u30fc\u30bf\u306e\u691c\u7d22\u51e6\u7406\u304c\u52a0\u308f\u308b\u305f\u3081\u3001<mark>AI\u306e\u5fdc\u7b54\u901f\u5ea6\u304c\u4f4e\u4e0b\u3059\u308b\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5<\/mark>\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>RAG\u306e\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u691c\u7d22\u3057\u3001\u53d6\u5f97\u3057\u305f\u60c5\u5831\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u7d44\u307f\u8fbc\u3093\u3067\u304b\u3089LLM\u306b\u9001\u4fe1\u3059\u308b\u3068\u3044\u3046\u8907\u6570\u306e\u30b9\u30c6\u30c3\u30d7\u304c\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002Web\u691c\u7d22\u9023\u643a\u3067\u3042\u308c\u3070\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3078\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u5f80\u5fa9\u6642\u9593\u3082\u4e0a\u4e57\u305b\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5fdc\u3058\u305f\u8a31\u5bb9\u7bc4\u56f2\u306e\u8a2d\u5b9a\u304c\u91cd\u8981\u3067\u3059\u3002\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u306e\u3088\u3046\u306b\u6570\u79d2\u306e\u9045\u5ef6\u304c\u8a31\u5bb9\u3055\u308c\u308b\u5834\u9762\u3068\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u3088\u3046\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u5834\u9762\u3067\u306f\u3001\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306e\u5b9f\u88c5\u65b9\u5f0f\u3084\u30ad\u30e3\u30c3\u30b7\u30e5\u6226\u7565\u3092\u4f7f\u3044\u5206\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-17\">API\u5229\u7528\u30b3\u30b9\u30c8\u306e\u5897\u52a0\u3068\u8cbb\u7528\u5bfe\u52b9\u679c<\/h3>\n\n\n\n<p>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306e\u5c0e\u5165\u306f\u3001\u691c\u7d22API\u30fbLLM API\u53cc\u65b9\u306e\u5229\u7528\u30b3\u30b9\u30c8\u306e\u5897\u52a0\u3092\u4f34\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>RAG\u3092\u5b9f\u88c5\u3059\u308b\u5834\u5408\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u8cbb\u7528\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30d9\u30af\u30c8\u30eb\u5316\uff08\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0\uff09\u306b\u304b\u304b\u308bAPI\u8cbb\u7528\u3001\u305d\u3057\u3066\u691c\u7d22\u7d50\u679c\u3092\u542b\u3080\u9577\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u3092LLM\u306b\u9001\u4fe1\u3059\u308b\u305f\u3081\u306e\u30c8\u30fc\u30af\u30f3\u6d88\u8cbb\u91cf\u306e\u5897\u52a0\u304c\u767a\u751f\u3057\u307e\u3059\u3002Web\u691c\u7d22\u9023\u643a\u3067\u306f\u691c\u7d22API\u306e\u5f93\u91cf\u8ab2\u91d1\u3082\u52a0\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u306b\u5fdc\u3058\u305f\u30b3\u30b9\u30c8\u6700\u9069\u5316\u306e\u691c\u8a0e\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u3059\u3079\u3066\u306e\u8cea\u554f\u306b\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3092\u9069\u7528\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u6b63\u78ba\u6027\u304c\u7279\u306b\u91cd\u8981\u306a\u696d\u52d9\u9818\u57df\u306b\u7d5e\u3063\u3066\u5c0e\u5165\u3059\u308b\u3001\u691c\u7d22\u5bfe\u8c61\u306e\u30c7\u30fc\u30bf\u7bc4\u56f2\u3092\u9069\u5207\u306b\u9650\u5b9a\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u6bb5\u968e\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u8cbb\u7528\u5bfe\u52b9\u679c\u3092\u9ad8\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-18\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-19\">\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3068RAG\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u306f\u300cAI\u306e\u51fa\u529b\u3092\u4e8b\u5b9f\u306b\u57fa\u3065\u304b\u305b\u308b\u300d\u3068\u3044\u3046\u6982\u5ff5\u30fb\u76ee\u7684\u3092\u6307\u3057\u3001RAG\u306f\u305d\u306e\u6982\u5ff5\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u4ee3\u8868\u7684\u306a\u6280\u8853\u624b\u6cd5\u3067\u3059\u3002\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u3068\u3044\u3046\u4e0a\u4f4d\u6982\u5ff5\u306e\u4e2d\u306bRAG\u304c\u542b\u307e\u308c\u308b\u5305\u542b\u95a2\u4fc2\uff08\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u2283RAG\uff09\u306b\u3042\u308a\u3001RAG\u4ee5\u5916\u306b\u3082Web\u691c\u7d22\u9023\u643a\u3084\u5f15\u7528\u306e\u660e\u793a\u3068\u3044\u3063\u305f\u624b\u6cd5\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" 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API\u306e\u5229\u7528\u306b\u4f34\u3046\u30b3\u30b9\u30c8\u306e\u5897\u52a0\u3067\u3059\u3002\u5c0e\u5165\u524d\u306b\u30c7\u30fc\u30bf\u6574\u5099\u306e\u4f53\u5236\u3068\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u691c\u8a0e\u3092\u884c\u3046\u3053\u3068\u304c\u6210\u529f\u306e\u9375\u3092\u63e1\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" 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