{"id":9739,"date":"2026-10-23T17:01:44","date_gmt":"2026-10-23T08:01:44","guid":{"rendered":"https:\/\/sun-asterisk.com\/service\/development\/?p=9739"},"modified":"2026-10-23T17:01:44","modified_gmt":"2026-10-23T08:01:44","slug":"rag%e3%81%a8%e3%81%af%ef%bc%9f%e5%be%93%e6%9d%a5%e3%81%aellm%e3%81%a8%e3%81%ae%e9%81%95%e3%81%84%e3%82%84%e3%83%a1%e3%83%aa%e3%83%83%e3%83%88%e3%83%bb%e6%b4%bb%e7%94%a8%e4%ba%8b%e4%be%8b%e3%82%92","status":"publish","type":"post","link":"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/9739\/","title":{"rendered":"RAG\u3068\u306f\uff1f\u5f93\u6765\u306eLLM\u3068\u306e\u9055\u3044\u3084\u30e1\u30ea\u30c3\u30c8\u30fb\u6d3b\u7528\u4e8b\u4f8b\u3092\u89e3\u8aac"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/cff5cdcebb00c1331e1ec8bb934ba61d.png\" alt=\"\" width=\"1200\" height=\"630\" class=\"alignnone size-full wp-image-9793\" srcset=\"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/cff5cdcebb00c1331e1ec8bb934ba61d.png 1200w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/cff5cdcebb00c1331e1ec8bb934ba61d-300x158.png 300w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/cff5cdcebb00c1331e1ec8bb934ba61d-1024x538.png 1024w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/cff5cdcebb00c1331e1ec8bb934ba61d-768x403.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/>\u3053\u3093\u306b\u3061\u306f\u3002Sun Asterisk <a href=\"https:\/\/sun-asterisk.com\/service\/development\/lp\/ai-dev\/\">AI\u958b\u767a<\/a>\u30c1\u30fc\u30e0\u3067\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u3001\u793e\u5185\u3067\u306eAI\u6d3b\u7528\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u4f01\u696d\u62c5\u5f53\u8005\u306b\u5411\u3051\u3066\u3001RAG\u306e\u4ed5\u7d44\u307f\u3084\u5f93\u6765\u306eLLM\u3068\u306e\u9055\u3044\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u6ce8\u610f\u70b9\u306b\u3064\u3044\u3066\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u793e\u5185\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u3084\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u3001\u5b9f\u52d9\u3067\u306e\u6d3b\u7528\u4f8b\u3082\u7d39\u4ecb\u3059\u308b\u306e\u3067\u3001RAG\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u969b\u306e\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"sun-summary-box\">\n<div class=\"sun-summary-title\">&#x2714;\u3053\u306e\u8a18\u4e8b\u3067\u5206\u304b\u308b\u3053\u3068\uff0f\u89e3\u6c7a\u3067\u304d\u308b\u3053\u3068<\/div>\n<div class=\"sun-summary-content\">\n<ul>\n<li>RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3068\u5f79\u5272<\/li>\n<li>RAG\u3068\u5f93\u6765\u306eLLM\u306e\u9055\u3044\uff08\u60c5\u5831\u6e90\u3001\u6700\u65b0\u60c5\u5831\u306e\u53cd\u6620\u306a\u3069\uff09<\/li>\n<li>RAG\u3092\u4f01\u696d\u306b\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\uff08\u4fe1\u983c\u6027\u5411\u4e0a\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u306a\u3069\uff09<\/li>\n<li>\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306a\u3069\u5b9f\u52d9\u306b\u304a\u3051\u308bRAG\u306e\u6d3b\u7528\u4f8b<\/li>\n<li>RAG\u5c0e\u5165\u30fb\u904b\u7528\u6642\u306e\u6ce8\u610f\u70b9\u3068\u30b3\u30b9\u30c8\u7b49\u306e\u8ab2\u984c<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\" style=\"text-align: center\">RAG\u306e\u4ed5\u7d44\u307f\u3084\u5c0e\u5165\u65b9\u6cd5\u3092\u77e5\u308a\u305f\u3044\u65b9\u3078<br \/>\n\uff3c\u793e\u5185\u3067\u306eAI\u6d3b\u7528\u3092\u6210\u529f\u306b\u5c0e\u304f\u5b9f\u8df5\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\uff0f<\/div>\n<p style=\"text-align: center\"><a class=\"sun-cta-btn\" href=\"https:\/\/sun-asterisk.com\/service\/development\/lp\/ai-dev\/\">\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u5b9f\u73fe\u3059\u308bAI\u958b\u767a &gt;<\/a><\/p>\n<\/div>\n<h2>RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u3068\u306f\uff1f<\/h2>\n<p>RAG\uff08Retrieval-Augmented Generation\uff09\u306f\u3001LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u304c\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u3001\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u6587\u66f8\u304b\u3089\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u5185\u5bb9\u3092\u53c2\u7167\u3057\u3066\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n<p>LLM\u306f\u3001\u5b66\u7fd2\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u6587\u7ae0\u3092\u751f\u6210\u3057\u307e\u3059\u304c\u3001\u5b66\u7fd2\u5f8c\u306b\u516c\u958b\u3055\u308c\u305f\u60c5\u5831\u3084\u793e\u5185\u306e\u72ec\u81ea\u60c5\u5831\u306a\u3069\u306f\u3001\u305d\u306e\u307e\u307e\u3067\u306f\u56de\u7b54\u306b\u53cd\u6620\u3067\u304d\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u4e8b\u5b9f\u3068\u306f\u7570\u306a\u308b\u5185\u5bb9\u3092\u3082\u3063\u3068\u3082\u3089\u3057\u304f\u751f\u6210\u3059\u308b\u300c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u300d\u304c\u8d77\u3053\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>RAG\u3067\u306f\u3001\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u691c\u7d22\u3057\u3001\u305d\u306e\u7d50\u679c\u3092LLM\u306b\u6e21\u3057\u3066\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u306e\u691c\u7d22\u3084\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306a\u3069\u3001\u4f01\u696d\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e\u6d3b\u7528\u65b9\u6cd5\u3068\u3057\u3066RAG\u304c\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">\u4f01\u696d\u306b\u304a\u3051\u308b\u751f\u6210AI\u306e\u6d3b\u7528\u65b9\u6cd5\u3092\u304a\u63a2\u3057\u306e\u65b9\u3078<br \/>\n\uff3c\u56fd\u5185\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u306eAI\u6280\u8853\u3068\u5c0e\u5165\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3059\u308b\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/lp.sun-asterisk.com\/dl-ai-team\">Sun Asterisk\u3067\u306f\u3001R&amp;D AI\u30c1\u30fc\u30e0\u304c\u5e45\u5e83\u3044\u9818\u57df\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u305c\u3072Team Profiles\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 &gt;<\/a><\/p>\n<\/div>\n<h2>RAG\u3068\u5f93\u6765\u306eLLM\u306e\u9055\u3044<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-9749 size-full\" src=\"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/8d42030a8bff7ce4f2690e92600306cc.png\" alt=\"RAG\u3068\u5f93\u6765\u306eLLM\u306e\u9055\u3044\" width=\"1920\" height=\"840\" srcset=\"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/8d42030a8bff7ce4f2690e92600306cc.png 1920w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/8d42030a8bff7ce4f2690e92600306cc-300x131.png 300w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/8d42030a8bff7ce4f2690e92600306cc-1024x448.png 1024w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/8d42030a8bff7ce4f2690e92600306cc-768x336.png 768w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/8d42030a8bff7ce4f2690e92600306cc-1536x672.png 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><br \/>\nRAG\u3068LLM\u306f\u3001\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u53c2\u7167\u3059\u308b\u60c5\u5831\u304c\u7570\u306a\u308a\u307e\u3059\u3002LLM\u306f\u5b66\u7fd2\u6e08\u307f\u306e\u60c5\u5831\u3092\u3082\u3068\u306b\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001RAG\u306fLLM\u306b\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u691c\u7d22\u6a5f\u80fd\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u6307\u5b9a\u3057\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u6587\u66f8\u306a\u3069\u304b\u3089\u95a2\u9023\u60c5\u5831\u3092\u53d6\u5f97\u3057\u305f\u3046\u3048\u3067\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081RAG\u3067\u306f\u3001\u793e\u5185\u6587\u66f8\u3084\u6700\u65b0\u306e\u5546\u54c1\u60c5\u5831\u306a\u3069\u3001LLM\u304c\u5b66\u7fd2\u3057\u3066\u3044\u306a\u3044\u60c5\u5831\u3082\u56de\u7b54\u306b\u53cd\u6620\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<table style=\"border-collapse: collapse;width: 100%;border: 1px solid #cccccc\">\n<tbody>\n<tr>\n<th style=\"border: 1px solid #cccccc;padding: 8px;text-align: left;background-color: #f8f9fa;white-space: nowrap\">\u9805\u76ee<\/th>\n<th style=\"border: 1px solid #cccccc;padding: 8px;text-align: left;background-color: #f8f9fa\">RAG<\/th>\n<th style=\"border: 1px solid #cccccc;padding: 8px;text-align: left;background-color: #f8f9fa\">\u5f93\u6765\u306eLLM<\/th>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc;padding: 8px;white-space: nowrap\">\u60c5\u5831\u6e90<\/td>\n<td style=\"border: 1px solid #cccccc;padding: 8px\">\u5b66\u7fd2\u30c7\u30fc\u30bf\uff0b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u691c\u7d22\u7d50\u679c<\/td>\n<td style=\"border: 1px solid #cccccc;padding: 8px\">\u904e\u53bb\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u307f<\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc;padding: 8px;white-space: nowrap\">\u6700\u65b0\u306e\u60c5\u5831<\/td>\n<td style=\"border: 1px solid #cccccc;padding: 8px\">\u53cd\u6620\u3057\u3084\u3059\u3044<\/td>\n<td style=\"border: 1px solid #cccccc;padding: 8px\">\u53cd\u6620\u3057\u306b\u304f\u3044<\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc;padding: 8px;white-space: nowrap\">\u793e\u5185\u6587\u66f8\u306e\u6d3b\u7528<\/td>\n<td style=\"border: 1px solid #cccccc;padding: 8px\">\u53ef\u80fd<\/td>\n<td style=\"border: 1px solid #cccccc;padding: 8px\">\u57fa\u672c\u7684\u306b\u306f\u4e0d\u53ef<\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #cccccc;padding: 8px;white-space: nowrap\">\u30e2\u30c7\u30eb\u306e\u66f4\u65b0<\/td>\n<td style=\"border: 1px solid #cccccc;padding: 8px\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u66f4\u65b0\u306b\u3088\u3063\u3066\u5bfe\u5fdc\u53ef\u80fd<\/td>\n<td style=\"border: 1px solid #cccccc;padding: 8px\">\u30e2\u30c7\u30eb\u306e\u518d\u5b66\u7fd2\u304c\u5fc5\u8981\u306b\u306a\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">LLM\u3068RAG\u306e\u9055\u3044\u3092\u7406\u89e3\u3057\u3001AI\u5c0e\u5165\u3092\u691c\u8a0e\u4e2d\u306e\u62c5\u5f53\u8005\u5fc5\u898b<br \/>\n\uff3c\u751f\u6210AI\u6d3b\u7528\u3067\u9665\u308a\u304c\u3061\u306a\u843d\u3068\u3057\u7a74\u3068\u6210\u529f\u306e\u79d8\u8a23\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/lp.sun-asterisk.com\/dl-ai_failure_to_success\">\u304a\u3059\u3059\u3081\u8cc7\u6599\uff1a\u751f\u6210AI\u6d3b\u7528 \u3088\u304f\u3042\u308b\u5931\u65575\u9078 &gt;<\/a><\/p>\n<\/div>\n<h2>RAG\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u80cc\u666f<\/h2>\n<p>RAG\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u80cc\u666f\u306b\u306f\u3001\u751f\u6210AI\u3092\u4f01\u696d\u306e\u696d\u52d9\u3067\u6d3b\u7528\u3057\u305f\u3044\u3068\u3044\u3046\u30cb\u30fc\u30ba\u304c\u3042\u308a\u307e\u3059\u3002LLM\u306f\u3055\u307e\u3056\u307e\u306a\u8cea\u554f\u306b\u56de\u7b54\u3067\u304d\u307e\u3059\u304c\u3001\u793e\u5185\u898f\u7a0b\u3084\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u6700\u65b0\u306e\u5546\u54c1\u60c5\u5831\u306a\u3069\u3001\u4f01\u696d\u72ec\u81ea\u306e\u60c5\u5831\u3092\u305d\u306e\u307e\u307e\u53c2\u7167\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u4e8b\u5b9f\u3068\u306f\u7570\u306a\u308b\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u5bfe\u7b56\u3082\u8ab2\u984c\u3067\u3059\u3002<\/p>\n<p>RAG\u306f\u691c\u7d22\u6a5f\u80fd\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u793e\u5185\u898f\u7a0b\u3084\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u306a\u3069\u3001LLM\u304c\u5b66\u7fd2\u3057\u3066\u3044\u306a\u3044\u60c5\u5831\u3092\u56de\u7b54\u306b\u53cd\u6620\u3067\u304d\u307e\u3059\u3002\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u5951\u7d04\u66f8\u985e\u306a\u3069\u306e\u81a8\u5927\u306a\u60c5\u5831\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001DX\u63a8\u9032\u3084\u696d\u52d9\u52b9\u7387\u5316\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p><strong>\u4f75\u305b\u3066\u8aad\u307f\u305f\u3044\uff1a<a href=\"https:\/\/sun-asterisk.com\/service\/development\/topics\/ai\/5751\/\">\u751f\u6210AI\u6d3b\u7528\u4e8b\u4f8b6\u9078\uff5c\u751f\u6210AI\u306e\u6d3b\u7528\u6cd5\u3068\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac<\/a><\/strong><\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">AI\u3092\u6d3b\u7528\u3057\u305fDX\u63a8\u9032\u3084\u696d\u52d9\u52b9\u7387\u5316\u306e\u5177\u4f53\u7684\u306a\u30a4\u30e1\u30fc\u30b8\u3092\u63b4\u307f\u305f\u3044\u65b9\u3078<br \/>\n\uff3c\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u4f01\u696d\u306eDX\u63a8\u9032\u30fb\u958b\u767a\u652f\u63f4\u5b9f\u7e3e\u3092\u898b\u308b\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/lp.sun-asterisk.com\/dl-case-studies_document\">Sun* \u4e8b\u4f8b\u96c6 | \u8cc7\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9 &gt;<\/a><\/p>\n<\/div>\n<h2>RAG\u306e\u4ed5\u7d44\u307f<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-9748\" src=\"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/8c3effbf9dab8774d3b8cdaf73e54bd4.png\" alt=\"RAG\u306e\u4ed5\u7d44\u307f\" width=\"1920\" height=\"720\" srcset=\"https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/8c3effbf9dab8774d3b8cdaf73e54bd4.png 1920w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/8c3effbf9dab8774d3b8cdaf73e54bd4-300x113.png 300w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/8c3effbf9dab8774d3b8cdaf73e54bd4-1024x384.png 1024w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/8c3effbf9dab8774d3b8cdaf73e54bd4-768x288.png 768w, https:\/\/wasshoi.sun-asterisk.com\/wp-content\/uploads\/2026\/10\/8c3effbf9dab8774d3b8cdaf73e54bd4-1536x576.png 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><br \/>\nRAG\u306f\u300c\u691c\u7d22\u30fb\u62e1\u5f35\u30fb\u751f\u6210\u300d\u306e3\u3064\u306e\u30d5\u30a7\u30fc\u30ba\u3092\u7d4c\u3066\u3001\u691c\u7d22\u3057\u305f\u60c5\u5831\u3092\u3082\u3068\u306b\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<h3>\u691c\u7d22\uff08Retrieval\uff09\u30d5\u30a7\u30fc\u30ba<\/h3>\n<p>\u691c\u7d22\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u5165\u529b\u3055\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5fdc\u3058\u3066\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u95a2\u9023\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u691c\u7d22\u3057\u307e\u3059\u3002\u691c\u7d22\u5bfe\u8c61\u306f\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u30fbFAQ\u30fb\u5951\u7d04\u66f8\u30fb\u6280\u8853\u6587\u66f8\u30fbWeb\u30b5\u30a4\u30c8\u306a\u3069\u3055\u307e\u3056\u307e\u3067\u3059\u3002\u691c\u7d22\u5185\u5bb9\u3092\u6574\u7406\u3057\u3066\u512a\u5148\u9806\u4f4d\u3092\u4ed8\u3051\u3001\u512a\u5148\u9806\u4f4d\u306e\u9ad8\u3044\u60c5\u5831\u306e\u307f\u304c\u6b21\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5f15\u304d\u7d99\u304c\u308c\u307e\u3059\u3002<\/p>\n<h3>\u62e1\u5f35\uff08Augmentation\uff09\u30d5\u30a7\u30fc\u30ba<\/h3>\n<p>\u62e1\u5f35\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u691c\u7d22\u30d5\u30a7\u30fc\u30ba\u3067\u53d6\u5f97\u3057\u305f\u60c5\u5831\u3068\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u5185\u5bb9\u3092LLM\u304c\u7406\u89e3\u3057\u3084\u3059\u3044\u5f62\u306b\u6574\u7406\u3057\u307e\u3059\u3002\u4e0d\u8981\u306a\u60c5\u5831\u3092\u9664\u5916\u3057\u305f\u308a\u95a2\u9023\u60c5\u5831\u3092\u8981\u7d04\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u3001LLM\u304c\u3088\u308a\u81ea\u7136\u3067\u5206\u304b\u308a\u3084\u3059\u3044\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3>\u751f\u6210\uff08Generation\uff09\u30d5\u30a7\u30fc\u30ba<\/h3>\n<p>\u751f\u6210\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u62e1\u5f35\u3055\u308c\u305f\u60c5\u5831\u3068\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u3082\u3068\u306b\u3001LLM\u304c\u6700\u7d42\u7684\u306a\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u5148\u306b\u691c\u7d22\u3057\u305f\u6587\u66f8\u306e\u5185\u5bb9\u3092\u6839\u62e0\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u305f\u3081\u3001\u5b66\u7fd2\u6e08\u307f\u30c7\u30fc\u30bf\u3060\u3051\u306b\u4f9d\u5b58\u3057\u305f\u56de\u7b54\u3088\u308a\u3082\u6b63\u78ba\u6027\u3084\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u3089\u308c\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002\u307e\u305f\u3001\u793e\u5185\u30eb\u30fc\u30eb\u3084\u6700\u65b0\u306e\u88fd\u54c1\u60c5\u5831\u306a\u3069\u3082\u53cd\u6620\u3067\u304d\u308b\u305f\u3081\u3001\u5229\u7528\u30b7\u30fc\u30f3\u306b\u5fdc\u3058\u305f\u5b9f\u7528\u7684\u306a\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">RAG\u306e\u4ed5\u7d44\u307f\u3092\u6d3b\u7528\u3057\u305f\u65b0\u3057\u3044\u4e8b\u696d\u30a2\u30a4\u30c7\u30a2\u3092\u6a21\u7d22\u3057\u3066\u3044\u308b\u65b9\u3078<br \/>\n\uff3cAI\u3068\u306e\u5171\u5275\u3067\u65b0\u898f\u4e8b\u696d\u306e\u5177\u73fe\u5316\u3092\u52a0\u901f\u3055\u305b\u308b\u30ce\u30a6\u30cf\u30a6\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/lp.sun-asterisk.com\/dl-aideation-service-document\">AI\u3068\u5171\u5275\u3059\u308b\u30a2\u30a4\u30c7\u30a2\u5275\u51fa\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u306e\u8a73\u7d30\u306f<br \/>\n\u3053\u3061\u3089 &gt;<\/a><\/p>\n<\/div>\n<h2>RAG\u3092\u5229\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p>RAG\u306f\u751f\u6210AI\u306b\u304a\u3051\u308b\u8ab2\u984c\u3092\u88dc\u3044\u306a\u304c\u3089\u3001\u4f01\u696d\u72ec\u81ea\u306e\u60c5\u5831\u3082\u6d3b\u7528\u3067\u304d\u308b\u70b9\u304c\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n<h3>\u51fa\u529b\u7d50\u679c\u306e\u4fe1\u983c\u6027\u304c\u5411\u4e0a\u3059\u308b<\/h3>\n<p>RAG\u306f\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u524d\u306b\u95a2\u9023\u3059\u308b\u6587\u66f8\u3092\u691c\u7d22\u3057\u3066\u53c2\u7167\u3059\u308b\u305f\u3081\u3001LLM\u3060\u3051\u3067\u56de\u7b54\u3059\u308b\u5834\u5408\u3068\u6bd4\u3079\u3066\u60c5\u5831\u306e\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u5951\u7d04\u66f8\u3001\u696d\u52d9\u624b\u9806\u66f8\u306a\u3069\u3092\u6839\u62e0\u3068\u3057\u3066\u56de\u7b54\u3059\u308b\u3053\u3068\u304b\u3089\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306e\u767a\u751f\u3092\u6291\u3048\u3084\u3059\u3044\u70b9\u3082\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u691c\u7d22\u5bfe\u8c61\u306e\u60c5\u5831\u3084\u691c\u7d22\u7cbe\u5ea6\u306b\u3088\u3063\u3066\u306f\u3001\u8aa4\u3063\u305f\u56de\u7b54\u304c\u751f\u6210\u3055\u308c\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u6700\u65b0\u306e\u60c5\u5831\u3092\u53cd\u6620\u3067\u304d\u308b<\/h3>\n<p>\u5f93\u6765\u306eLLM\u306f\u5b66\u7fd2\u6642\u70b9\u307e\u3067\u306e\u60c5\u5831\u3057\u304b\u6271\u3048\u307e\u305b\u3093\u304c\u3001RAG\u306f\u691c\u7d22\u5bfe\u8c61\u3068\u306a\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6700\u65b0\u306e\u72b6\u614b\u306b\u66f4\u65b0\u3059\u308b\u3053\u3068\u3067\u3001\u65b0\u3057\u3044\u60c5\u5831\u3092\u53cd\u6620\u3057\u305f\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u6cd5\u6539\u6b63\u3084\u793e\u5185\u898f\u7a0b\u306e\u5909\u66f4\u3001\u65b0\u88fd\u54c1\u60c5\u5831\u306a\u3069\u3001\u983b\u7e41\u306b\u5185\u5bb9\u304c\u5909\u308f\u308b\u60c5\u5831\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u305f\u3081\u3001\u4f01\u696d\u3067\u306e\u5b9f\u52d9\u5229\u7528\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u60c5\u5831\u66f4\u65b0\u306e\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u3044<\/h3>\n<p>RAG\u306f\u691c\u7d22\u5bfe\u8c61\u3068\u306a\u308b\u30c7\u30fc\u30bf\u3092\u66f4\u65b0\u3059\u308b\u3053\u3068\u3067\u3001\u65b0\u3057\u3044\u60c5\u5831\u3092\u56de\u7b54\u306b\u53cd\u6620\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u5c0e\u5165\u5f8c\u3082\u904b\u7528\u30b3\u30b9\u30c8\u3092\u6291\u3048\u306a\u304c\u3089\u56de\u7b54\u7cbe\u5ea6\u3092\u7dad\u6301\u3057\u3084\u3059\u304f\u3001\u60c5\u5831\u66f4\u65b0\u304c\u591a\u3044\u4f01\u696d\u307b\u3069\u66f4\u65b0\u306b\u304b\u304b\u308b\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u793e\u5185\u306b\u3042\u308b\u65e2\u5b58\u306e\u6587\u66f8\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6709\u52b9\u6d3b\u7528\u3067\u304d\u308b\u70b9\u3082RAG\u306a\u3089\u3067\u306f\u306e\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n<h3>\u81ea\u793e\u306e\u696d\u52d9\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b<\/h3>\n<p>RAG\u306f\u691c\u7d22\u5bfe\u8c61\u3068\u306a\u308b\u30c7\u30fc\u30bf\u3092\u81ea\u7531\u306b\u8a2d\u5b9a\u3067\u304d\u308b\u305f\u3081\u3001\u696d\u754c\u3084\u696d\u52d9\u5185\u5bb9\u306b\u5408\u308f\u305b\u305fAI\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u88fd\u9020\u696d\u306a\u3089\u6280\u8853\u8cc7\u6599\u3001\u533b\u7642\u6a5f\u95a2\u306a\u3089\u8a3a\u7642\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3001\u4f01\u696d\u306a\u3089\u793e\u5185\u898f\u7a0b\u3084\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u306a\u3069\u3092\u6d3b\u7528\u53ef\u80fd\u3067\u3059\u3002\u5229\u7528\u76ee\u7684\u306b\u5fdc\u3058\u3066\u691c\u7d22\u7bc4\u56f2\u3092\u67d4\u8edf\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u305f\u3081\u3001\u5e45\u5e83\u3044\u696d\u52d9\u306b\u6d3b\u7528\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">\u696d\u52d9\u306b\u5408\u308f\u305b\u305fAI\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u30b3\u30b9\u30c8\u3084\u898b\u7a4d\u3082\u308a\u304c\u6c17\u306b\u306a\u308b\u65b9\u3078<br \/>\n\uff3c\u9069\u5207\u306a\u4e88\u7b97\u8a08\u753b\u3092\u7acb\u3066\u308b\u305f\u3081\u306e\u898b\u7a4d\u3082\u308a\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/lp.sun-asterisk.com\/dl-dev-estimate-guide\">\u30b7\u30b9\u30c6\u30e0\u958b\u767a \u898b\u7a4d\u3082\u308a\u30ac\u30a4\u30c9<br \/>\n\uff08\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u7121\u6599\uff09 &gt;<\/a><\/p>\n<\/div>\n<h2>RAG\u306e\u6d3b\u7528\u4f8b<\/h2>\n<p>RAG\u306f\u793e\u5185\u5916\u306e\u3055\u307e\u3056\u307e\u306a\u60c5\u5831\u3092\u691c\u7d22\u30fb\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u696d\u754c\u3092\u554f\u308f\u305a\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001RAG\u306e\u6d3b\u7528\u4f8b\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>\u793e\u5185\u306e\u30d8\u30eb\u30d7\u30c7\u30b9\u30af<\/h3>\n<p>\u793e\u5185\u30d8\u30eb\u30d7\u30c7\u30b9\u30af\u3067\u306f\u3001\u5c31\u696d\u898f\u5247\u30fb\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u30fbIT\u6a5f\u5668\u306e\u5229\u7528\u65b9\u6cd5\u306a\u3069\u306b\u95a2\u3059\u308b\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306bRAG\u304c\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5f93\u696d\u54e1\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5bfe\u3057\u3066\u793e\u5185\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u5185\u5bb9\u3092\u3082\u3068\u306b\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u62c5\u5f53\u8005\u306e\u8ca0\u62c5\u3092\u8efd\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>RAG\u306e\u6d3b\u7528\u306b\u3088\u3063\u3066\u5f93\u696d\u54e1\u5bfe\u5fdc\u306e\u54c1\u8cea\u3092\u5747\u4e00\u5316\u3067\u304d\u308b\u307b\u304b\u300124\u6642\u9593\u5bfe\u5fdc\u3082\u5b9f\u73fe\u3057\u3084\u3059\u304f\u3001\u60c5\u5831\u691c\u7d22\u306b\u304b\u304b\u308b\u6642\u9593\u306e\u77ed\u7e2e\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9<\/h3>\n<p>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb\u30fbFAQ\u30fb\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u306a\u3069\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u5185\u5bb9\u3092\u3082\u3068\u306bAI\u304c\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u5f93\u6765\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067\u306f\u5bfe\u5fdc\u304c\u96e3\u3057\u304b\u3063\u305f\u8907\u96d1\u306a\u8cea\u554f\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3057\u3084\u3059\u304f\u3001\u56de\u7b54\u7cbe\u5ea6\u306e\u5411\u4e0a\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u88fd\u54c1\u60c5\u5831\u3084FAQ\u3092\u66f4\u65b0\u3059\u308c\u3070\u56de\u7b54\u306b\u3082\u53cd\u6620\u3055\u308c\u308b\u305f\u3081\u3001\u53d6\u308a\u6271\u3044\u5546\u54c1\u3084\u554f\u3044\u5408\u308f\u305b\u5185\u5bb9\u304c\u591a\u5c90\u306b\u308f\u305f\u308b\u4f01\u696d\u307b\u3069\u6d3b\u7528\u3057\u3084\u3059\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u30fb\u55b6\u696d\u652f\u63f4<\/h3>\n<p>RAG\u306e\u6280\u8853\u306f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u55b6\u696d\u6d3b\u52d5\u306b\u3082\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u5e02\u5834\u8abf\u67fb\u30c7\u30fc\u30bf\u30fb\u9867\u5ba2\u60c5\u5831\u30fb\u904e\u53bb\u306e\u63d0\u6848\u8cc7\u6599\u306a\u3069\u3092\u691c\u7d22\u3057\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u8fc5\u901f\u306b\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u3001\u63d0\u6848\u66f8\u306e\u4f5c\u6210\u3084\u9867\u5ba2\u5bfe\u5fdc\u3092\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u904e\u53bb\u306e\u5546\u8ac7\u5185\u5bb9\u3084\u6210\u529f\u4e8b\u4f8b\u3092\u6d3b\u7528\u3057\u3084\u3059\u3044\u305f\u3081\u3001\u55b6\u696d\u62c5\u5f53\u8005\u306e\u77e5\u8b58\u3084\u7d4c\u9a13\u306b\u4f9d\u5b58\u3057\u306b\u304f\u3044\u55b6\u696d\u4f53\u5236\u3092\u69cb\u7bc9\u3067\u304d\u308b\u306e\u3082\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n<h3>\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u306e\u7ba1\u7406<\/h3>\n<p>\u793e\u5185\u306b\u306f\u30de\u30cb\u30e5\u30a2\u30eb\u30fb\u8b70\u4e8b\u9332\u30fb\u6280\u8853\u8cc7\u6599\u30fb\u8a2d\u8a08\u66f8\u306a\u3069\u3055\u307e\u3056\u307e\u306a\u60c5\u5831\u304c\u84c4\u7a4d\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u624b\u52d5\u3067\u691c\u7d22\u3059\u308b\u306b\u306f\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u304c\u3001RAG\u3092\u6d3b\u7528\u3059\u308c\u3070\u7d20\u65e9\u304f\u95a2\u9023\u8cc7\u6599\u3092\u691c\u7d22\u3057\u3001\u5185\u5bb9\u3092\u6574\u7406\u3057\u305f\u56de\u7b54\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u5c5e\u4eba\u5316\u3057\u3066\u3044\u305f\u77e5\u8b58\u3084\u57cb\u3082\u308c\u3066\u3044\u305f\u904e\u53bb\u306e\u5c65\u6b74\u3092\u7d44\u7e54\u5168\u4f53\u3067\u5171\u6709\u3057\u3084\u3059\u304f\u306a\u308b\u305f\u3081\u3001\u6559\u80b2\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3084\u696d\u52d9\u54c1\u8cea\u306e\u5747\u4e00\u5316\u3001\u30ca\u30ec\u30c3\u30b8\u6d3b\u7528\u306e\u4fc3\u9032\u306b\u3064\u306a\u304c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h3>\u8ad6\u6587\u3084\u6cd5\u4ee4\u306e\u691c\u7d22<\/h3>\n<p>\u7814\u7a76\u6a5f\u95a2\u30fb\u6cd5\u5f8b\u4e8b\u52d9\u6240\u30fb\u4f01\u696d\u306e\u6cd5\u52d9\u90e8\u9580\u306a\u3069\u3067\u306f\u3001\u696d\u52d9\u4e2d\u306b\u81a8\u5927\u306a\u8ad6\u6587\u3084\u6cd5\u4ee4\u3092\u8fc5\u901f\u306b\u8abf\u67fb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002RAG\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u6307\u5b9a\u3057\u305f\u5185\u5bb9\u306b\u95a2\u9023\u3059\u308b\u6587\u732e\u30fb\u6cd5\u4ee4\u30fb\u5224\u4f8b\u3092\u691c\u7d22\u3057\u3001\u305d\u306e\u5185\u5bb9\u3092\u8981\u7d04\u3057\u306a\u304c\u3089\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u60c5\u5831\u53ce\u96c6\u3092\u5927\u5e45\u306b\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u6839\u62e0\u3068\u306a\u308b\u8cc7\u6599\u3092\u63d0\u793a\u3057\u306a\u304c\u3089\u56de\u7b54\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u305f\u3081\u3001\u5185\u5bb9\u306e\u4fe1\u983c\u6027\u3092\u78ba\u8a8d\u3057\u3084\u3059\u3044\u70b9\u3082\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u306e\u6d3b\u7528\u3084\u696d\u52d9\u52b9\u7387\u5316\u306e\u30a2\u30a4\u30c7\u30a2\u3092\u5177\u4f53\u5316\u3057\u305f\u3044\u65b9\u3078<br \/>\n\uff3cAI\u3092\u30d1\u30fc\u30c8\u30ca\u30fc\u306b\u3057\u3066\u65b0\u898f\u4e8b\u696d\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/lp.sun-asterisk.com\/dl-ailla\">\u65b0\u898f\u4e8b\u696d \u58c1\u6253\u3061AI\u30d1\u30fc\u30c8\u30ca\u30fc \u300cAilla\u300d<br \/>\n\uff5c\u8cc7\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9 &gt;<\/a><\/p>\n<\/div>\n<h2>RAG\u3092\u5229\u7528\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b9<\/h2>\n<p>RAG\u306f\u975e\u5e38\u306b\u4fbf\u5229\u306a\u6280\u8853\u3067\u3059\u304c\u3001\u3088\u308a\u9ad8\u3044\u5c0e\u5165\u52b9\u679c\u3092\u5f97\u308b\u305f\u3081\u306b\u306f\u5c0e\u5165\u524d\u306b\u78ba\u8a8d\u3059\u3079\u304d\u30dd\u30a4\u30f3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u4f75\u305b\u3066\u8aad\u307f\u305f\u3044\uff1a<a href=\"https:\/\/sun-asterisk.com\/service\/development\/topics\/new-bizdev\/7294\/\">\u751f\u6210AI\u306b\u304a\u3051\u308bPoC\u3068\u306f\uff1f\u624b\u9806\u30fb\u6ce8\u610f\u70b9\u30fb\u5916\u6ce8\u5148\u9078\u3073\u307e\u3067\u5fb9\u5e95\u89e3\u8aac<\/a><\/strong><\/p>\n<h3>\u5c0e\u5165\u30fb\u904b\u7528\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3059\u308b<\/h3>\n<p>RAG\u3092\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3060\u3051\u3067\u306a\u304f\u3001\u691c\u7d22\u30b7\u30b9\u30c6\u30e0\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6587\u66f8\u7ba1\u7406\u30d5\u30a9\u30eb\u30c0\u30fc\u306a\u3069\u306e\u69cb\u7bc9\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u904b\u7528\u958b\u59cb\u5f8c\u3082\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u66f4\u65b0\u3084\u30b7\u30b9\u30c6\u30e0\u4fdd\u5b88\u306a\u3069\u3092\u7d99\u7d9a\u7684\u306b\u884c\u308f\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u521d\u671f\u8cbb\u7528\u3060\u3051\u3067\u306a\u304f\u3001\u5c0e\u5165\u5f8c\u306e\u904b\u7528\u30b3\u30b9\u30c8\u3082\u8003\u616e\u3057\u305f\u4e88\u7b97\u8a08\u753b\u3092\u7df4\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u306e\u6574\u5099\u3084\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u304c\u5fc5\u8981\u306b\u306a\u308b<\/h3>\n<p>RAG\u306e\u56de\u7b54\u54c1\u8cea\u306f\u3001\u691c\u7d22\u5bfe\u8c61\u3068\u306a\u308b\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u306b\u5927\u304d\u304f\u5de6\u53f3\u3055\u308c\u307e\u3059\u3002\u53e4\u3044\u60c5\u5831\u3084\u8aa4\u3063\u305f\u5185\u5bb9\u304c\u767b\u9332\u3055\u308c\u3066\u3044\u308b\u3068\u8aa4\u56de\u7b54\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u5c0e\u5165\u524d\u306b\u6587\u66f8\u306e\u6574\u7406\u30fb\u4e0d\u8981\u306a\u30c7\u30fc\u30bf\u306e\u524a\u9664\u30fb\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u7d71\u4e00\u306a\u3069\u306e\u30c7\u30fc\u30bf\u6574\u5099\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u904b\u7528\u958b\u59cb\u5f8c\u3082\u7d99\u7d9a\u7684\u306b\u60c5\u5831\u3092\u66f4\u65b0\u3057\u3001\u691c\u7d22\u5bfe\u8c61\u3092\u6700\u65b0\u306e\u72b6\u614b\u306b\u4fdd\u3064\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3>\u56de\u7b54\u307e\u3067\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u5834\u5408\u304c\u3042\u308b<\/h3>\n<p>RAG\u306f\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u524d\u306b\u691c\u7d22\u51e6\u7406\u3084\u62e1\u5f35\u51e6\u7406\u3092\u884c\u3046\u305f\u3081\u3001\u901a\u5e38\u306eLLM\u3088\u308a\u3082\u5fdc\u7b54\u6642\u9593\u304c\u9577\u304f\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u691c\u7d22\u5bfe\u8c61\u306e\u6587\u66f8\u6570\u304c\u591a\u3044\u5834\u5408\u3084\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u56de\u7b54\u307e\u3067\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>RAG\u306e\u64cd\u4f5c\u6027\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u306f\u3001\u691c\u7d22\u5bfe\u8c61\u306e\u6574\u7406\u3084\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u6700\u9069\u5316\u306a\u3069\u3092\u4e8b\u524d\u306b\u884c\u3046\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b<\/h3>\n<p>RAG\u3067\u306f\u793e\u5185\u6587\u66f8\u3084\u9867\u5ba2\u60c5\u5831\u306a\u3069\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u5bfe\u8c61\u306b\u3059\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u305f\u3081\u3001\u60c5\u5831\u6f0f\u6d29\u5bfe\u7b56\u304c\u5fc5\u9808\u3067\u3059\u3002\u5229\u7528\u306e\u969b\u306f\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u306e\u8a2d\u5b9a\u3084\u30c7\u30fc\u30bf\u306e\u6697\u53f7\u5316\u306a\u3069\u306e\u5bfe\u7b56\u3092\u884c\u3044\u3001\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u3092\u9632\u3050\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u5916\u90e8\u306e\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3068\u9023\u643a\u3059\u308b\u5834\u5408\u306f\u3001\u9001\u4fe1\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u3084\u5229\u7528\u898f\u7d04\u3082\u5341\u5206\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">RAG\u5c0e\u5165\u306e\u30b3\u30b9\u30c8\u3084\u904b\u7528\u3092\u898b\u636e\u3048\u3001\u5916\u90e8\u30d9\u30f3\u30c0\u30fc\u3078\u306e\u767a\u6ce8\u3092\u691c\u8a0e\u4e2d\u306e\u62c5\u5f53\u8005\u5fc5\u898b<br \/>\n\uff3c\u5931\u6557\u3057\u306a\u3044\u305f\u3081\u306e\u6e96\u5099\u3068\u8a08\u753b\u66f8\u306e\u4f5c\u308a\u65b9\u304c\u308f\u304b\u308b\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/lp.sun-asterisk.com\/dl-project-plan-guide\">\u5916\u6ce8\u6e96\u5099\u306b\u4f7f\u3048\u308b\u300c\u767a\u6ce8\u8005\u5411\u3051 \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8a08\u753b\u66f8\u30ac\u30a4\u30c9\u300d\u306f\u3053\u3061\u3089 &gt;<\/a><\/p>\n<\/div>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>RAG\u306f\u3001\u691c\u7d22\u6280\u8853\u3068\u751f\u6210AI\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u6280\u8853\u3067\u3059\u3002RAG\u306e\u7279\u5fb4\u3092\u6b63\u3057\u304f\u7406\u89e3\u3057\u3001\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u751f\u6210AI\u3092\u3088\u308a\u5b9f\u7528\u7684\u304b\u3064\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3057\u307e\u3057\u3087\u3046\u3002<br \/>\nRAG\u306e\u5c0e\u5165\u3067\u306f\u3001\u691c\u7d22\u5bfe\u8c61\u3068\u306a\u308b\u30c7\u30fc\u30bf\u306e\u6574\u5099\u3084\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u306e\u8a2d\u8a08\u306a\u3069\u3001\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u4ee5\u5916\u306e\u6e96\u5099\u3082\u91cd\u8981\u3067\u3059\u3002\u682a\u5f0f\u4f1a\u793eSun Asterisk\u3067\u306f\u3001RAG\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u751f\u6210AI\u306e\u696d\u52d9\u5c0e\u5165\u3092\u3001\u69cb\u60f3\u304b\u3089PoC\u3001\u672c\u756a\u5c55\u958b\u3001\u904b\u7528\u307e\u3067\u4e00\u8cab\u3057\u3066\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u306e\u6d3b\u7528\u3084\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u52b9\u7387\u5316\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u300c\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u5b9f\u73fe\u3059\u308bAI\u958b\u767a\u300d\u306e\u8a73\u7d30\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<div class=\"sun-cta-banner\">\n<div class=\"sun-cta-text\">RAG\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u751f\u6210AI\u306e\u696d\u52d9\u5c0e\u5165\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u65b9\u3078<br \/>\n\uff3c\u69cb\u60f3\u304b\u3089\u904b\u7528\u307e\u3067\u4e00\u8cab\u3057\u305f\u652f\u63f4\u3067\u30d3\u30b8\u30cd\u30b9\u306e\u6210\u9577\u3092\u52a0\u901f\u3055\u305b\u308b\uff0f<\/div>\n<p><a class=\"sun-cta-btn\" href=\"https:\/\/sun-asterisk.com\/service\/development\/lp\/ai-dev\/\">\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u5b9f\u73fe\u3059\u308bAI\u958b\u767a &gt;<\/a><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3002Sun Asterisk AI\u958b\u767a\u30c1\u30fc\u30e0\u3067\u3059\u3002 \u4eca\u56de\u306f\u3001\u793e\u5185\u3067\u306eAI\u6d3b\u7528\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u4f01\u696d\u62c5\u5f53\u8005\u306b\u5411\u3051\u3066\u3001RAG\u306e\u4ed5\u7d44\u307f\u3084\u5f93\u6765\u306eLLM\u3068\u306e\u9055\u3044\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u6ce8\u610f\u70b9\u306b\u3064\u3044\u3066\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u793e\u5185\u30d8\u30eb\u30d7\u30c7\u30b9\u30af [&hellip;]<\/p>\n","protected":false},"author":32,"featured_media":9793,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[376],"tags":[],"class_list":["post-9739","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>RAG\u3068\u306f\uff1f\u5f93\u6765\u306eLLM\u3068\u306e\u9055\u3044\u3084\u30e1\u30ea\u30c3\u30c8\u30fb\u6d3b\u7528\u4e8b\u4f8b\u3092\u89e3\u8aac - Sun* \/ \u30b5\u30f3\u30a2\u30b9\u30bf\u30ea\u30b9\u30af<\/title>\n<meta name=\"description\" content=\"\u672c\u8a18\u4e8b\u3067\u306f\u3001\u793e\u5185\u3067\u306eAI\u6d3b\u7528\u306b\u8ab2\u984c\u3092\u611f\u3058\u3066\u3044\u308b\u4f01\u696d\u62c5\u5f53\u8005\u5411\u3051\u306b\u3001RAG\u306e\u4ed5\u7d44\u307f\u3084\u5f93\u6765\u306eLLM\u3068\u306e\u9055\u3044\u3001\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u306b\u3064\u3044\u3066\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u5b9f\u52d9\u306b\u304a\u3051\u308bRAG\u306e\u6d3b\u7528\u65b9\u6cd5\u3082\u7d39\u4ecb\u3059\u308b\u306e\u3067\u3001\u305c\u3072\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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