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{"id":14362,"date":"2025-12-07T12:01:00","date_gmt":"2025-12-07T03:01:00","guid":{"rendered":"https:\/\/taskhub.jp\/?post_type=useful&p=14362"},"modified":"2025-12-04T11:07:25","modified_gmt":"2025-12-04T02:07:25","slug":"rag-accuracy-improvement","status":"publish","type":"useful","link":"https:\/\/taskhub.jp\/?useful=rag-accuracy-improvement","title":{"rendered":"RAG\u7cbe\u5ea6\u5411\u4e0a\u5b8c\u5168\u30ac\u30a4\u30c9\uff01\u30c7\u30fc\u30bf\u524d\u51e6\u7406\u304b\u3089\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb\u6700\u65b0\u624b\u6cd5\u307e\u3067\u5fb9\u5e95\u89e3\u8aac"},"content":{"rendered":"\n

\u300c\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u691c\u7d22\u3055\u305b\u3066\u3082\u3001\u898b\u5f53\u9055\u3044\u306a\u56de\u7b54\u3070\u304b\u308a\u8fd4\u3063\u3066\u304f\u308b\u300d<\/p>\n\n\n\n

\u300cRAG\u3092\u5c0e\u5165\u3057\u305f\u3051\u308c\u3069\u3001\u7d50\u5c40\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff08\u5618\u306e\u56de\u7b54\uff09\u304c\u306a\u304f\u306a\u3089\u306a\u3044\u300d<\/p>\n\n\n\n

\u3053\u306e\u3088\u3046\u306a\u8ab2\u984c\u306b\u76f4\u9762\u3057\u3001\u5b9f\u7528\u5316\u306e\u58c1\u3092\u611f\u3058\u3066\u3044\u308b\u958b\u767a\u8005\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306e\u65b9\u306f\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n

RAG\uff08Retrieval-Augmented Generation\uff09\u306f\u3001LLM\u306b\u5916\u90e8\u77e5\u8b58\u3092\u4e0e\u3048\u308b\u5f37\u529b\u306a\u624b\u6cd5\u3067\u3059\u304c\u3001\u5358\u306b\u30c7\u30fc\u30bf\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u691c\u7d22\u3059\u308b\u3060\u3051\u3067\u306f\u3001\u5b9f\u52d9\u3067\u4f7f\u3048\u308b\u7cbe\u5ea6\u306b\u306f\u5230\u9054\u3057\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u8cea\u3001\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u751f\u6210\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u305d\u3057\u3066\u8a55\u4fa1\u3068\u3044\u3046\u4e00\u9023\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3059\u3079\u3066\u306b\u304a\u3044\u3066\u3001\u9069\u5207\u306a\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\u672c\u8a18\u4e8b\u3067\u306f\u3001RAG\u306e\u7cbe\u5ea6\u304c\u4e0a\u304c\u3089\u306a\u3044\u6839\u672c\u539f\u56e0\u3092\u7279\u5b9a\u3057\u3001\u30c7\u30fc\u30bf\u524d\u51e6\u7406\u304b\u3089\u6700\u65b0\u306eAdvanced RAG\u624b\u6cd5\u307e\u3067\u3001\u5177\u4f53\u7684\u306a\u6539\u5584\u7b56\u3092\u7db2\u7f85\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

AI\u5c0e\u5165\u652f\u63f4\u3092\u884c\u3063\u3066\u3044\u308b\u5f0a\u793e\u306e\u77e5\u898b\u3092\u3082\u3068\u306b\u3001\u73fe\u5834\u3067\u3059\u3050\u306b\u8a66\u305b\u308b\u30c6\u30af\u30cb\u30c3\u30af\u3092\u53b3\u9078\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

\u305c\u3072\u3001\u81ea\u793e\u306eRAG\u30b7\u30b9\u30c6\u30e0\u306e\u6539\u5584\u306b\u304a\u5f79\u7acb\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

ChatGPT\u3092\u4f7f\u3063\u305f\u793e\u5185\u6587\u66f8\u691c\u7d22\u306e\u5177\u4f53\u7684\u306a\u5c0e\u5165\u30e1\u30ea\u30c3\u30c8\u3084\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u306f\u3001\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u3082\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002 \u5408\u308f\u305b\u3066\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <\/p>\n\n\n\n

\n
ChatGPT\u3067\u793e\u5185\u6587\u66f8\u691c\u7d22\uff01\u5c0e\u5165\u30e1\u30ea\u30c3\u30c8\u304b\u3089\u4e8b\u4f8b\u307e\u3067\u5fb9\u5e95\u89e3\u8aac<\/a><\/blockquote>