{"id":1890,"date":"2025-07-10T15:47:53","date_gmt":"2025-07-10T06:47:53","guid":{"rendered":"https:\/\/blog.ripla.co.jp\/?p=1890"},"modified":"2026-03-12T15:34:02","modified_gmt":"2026-03-12T06:34:02","slug":"rag-development-vendors","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/ai\/rag-development-vendors\/","title":{"rendered":"RAG\u958b\u767a\u30fb\u69cb\u7bc9\u306b\u5f37\u3044\u53d7\u8a17\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u30fbSIer5\u9078\uff5c\u751f\u6210AI\u30fb\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u30fb\u691c\u7d22\u9023\u643a\u306b\u5bfe\u5fdc"},"content":{"rendered":"\n

\u751f\u6210AI\u306e\u6d3b\u7528\u304c\u6025\u901f\u306b\u9032\u3080\u4e2d\u3001\u793e\u5185\u30c7\u30fc\u30bf\u3068\u9023\u643a\u3057\u3066\u7cbe\u5ea6\u306e\u9ad8\u3044\u5fdc\u7b54\u3092\u5b9f\u73fe\u3059\u308bRAG\uff08Retrieval-Augmented Generation\uff09\u306b\u6ce8\u76ee\u304c\u96c6\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001RAG\u306e\u958b\u767a\u30fb\u69cb\u7bc9\u306b\u5f37\u307f\u3092\u6301\u3061\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u691c\u7d22\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3078\u306e\u5fdc\u7528\u306b\u512a\u308c\u305f\u56fd\u5185\u306e\u53d7\u8a17\u958b\u767a\u4f1a\u793e\u3092\u53b3\u9078\u3057\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\u95a2\u9023\u30ad\u30fc\u30ef\u30fc\u30c9\u300c\u751f\u6210AI\u300d\u300cRAG\u69cb\u7bc9\u300d\u300c\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u958b\u767a\u300d\u300c\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u300d\u300cLLM\u6d3b\u7528\u300d\u306a\u3069\u306b\u95a2\u5fc3\u306e\u3042\u308b\u65b9\u306b\u6700\u9069\u306a\u60c5\u5831\u3092\u304a\u5c4a\u3051\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u672c\u30c6\u30fc\u30de\u306b\u95a2\u3059\u308b\u5168\u4f53\u30ac\u30a4\u30c9\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\u25bc\u5168\u4f53\u30ac\u30a4\u30c9\u306e\u8a18\u4e8b
\u30fbRAG\u69cb\u7bc9\u30fbLLM\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n\n

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RAG\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u4f01\u696d\u6d3b\u7528\u306e\u30e1\u30ea\u30c3\u30c8<\/strong><\/h2>\n<\/div><\/div>\n\n\n\n
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\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

RAG\uff08Retrieval-Augmented Generation\uff09\u3068\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306b\u793e\u5185\u306e\u72ec\u81ea\u30c7\u30fc\u30bf\u306a\u3069\u3092\u691c\u7d22\u30fb\u53c2\u7167\u3055\u305b\u306a\u304c\u3089\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u306a\u305cRAG\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304b<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30fbChatGPT\u306a\u3069\u306eLLM\u5358\u4f53\u3067\u306f\u60c5\u5831\u306e\u6b63\u78ba\u6027\u306b\u9650\u754c\u304c\u3042\u308b
\u30fbRAG\u306b\u3088\u308a\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084FAQ\u304b\u3089\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u691c\u7d22\u304c\u53ef\u80fd
\u30fb\u5e7b\u899a\uff08\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff09\u3092\u6291\u5236\u3057\u3001\u6b63\u78ba\u306a\u60c5\u5831\u63d0\u4f9b\u304c\u53ef\u80fd\u306b\u306a\u308b<\/p>\n\n\n\n

\n

\u6d3b\u7528\u3055\u308c\u308b\u5177\u4f53\u7684\u306a\u30b7\u30fc\u30f3<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30fb\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3067\u306e\u81ea\u52d5\u5fdc\u7b54\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8
\u30fb\u55b6\u696d\u90e8\u9580\u5411\u3051\u306e\u63d0\u6848\u66f8\u81ea\u52d5\u751f\u6210\u652f\u63f4
\u30fb\u88fd\u9020\u696d\u3084\u5efa\u8a2d\u696d\u3067\u306e\u30de\u30cb\u30e5\u30a2\u30eb\u691c\u7d22AI
\u30fb\u6cd5\u52d9\u30fb\u8ca1\u52d9\u90e8\u9580\u306b\u304a\u3051\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u691c\u7d22AI<\/p>\n\n\n\n

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RAG\u958b\u767a\u306e\u30dd\u30a4\u30f3\u30c8\u3068\u5fc5\u8981\u306a\u6280\u8853\u8981\u7d20<\/strong><\/h2>\n<\/div><\/div>\n\n\n\n
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\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

RAG\u306e\u958b\u767a\u3067\u306f\u3001LLM\u3060\u3051\u3067\u306a\u304f\u60c5\u5831\u691c\u7d22\u3084\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u95a2\u3059\u308b\u5e45\u5e83\u3044\u6280\u8853\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30d9\u30af\u30c8\u30eb\u691c\u7d22\uff08Vector Search\uff09<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

RAG\u306b\u304a\u3044\u3066\u306f\u3001\u691c\u7d22\u5bfe\u8c61\u3068\u306a\u308b\u6587\u66f8\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u4fdd\u5b58\u30fb\u691c\u7d22\u3059\u308b\u4ed5\u7d44\u307f\u304c\u91cd\u8981\u3067\u3059\u3002OpenSearch\u3001Weaviate\u3001Qdrant\u306a\u3069\u306e\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u306e\u9078\u5b9a<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

OpenAI\u3084Cohere\u3001Sentence Transformers\u306a\u3069\u3001\u6587\u66f8\u306e\u610f\u5473\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u57cb\u3081\u8fbc\u307f\uff08Embedding\uff09\u30e2\u30c7\u30eb\u3092\u9069\u5207\u306b\u9078\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

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LLM\u3068\u306e\u9023\u643a<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

ChatGPT\u3084Claude\u3001Gemini\u3001Mistral\u306a\u3069\u306eLLM\u3068\u691c\u7d22\u7d50\u679c\u3092\u52b9\u679c\u7684\u306b\u9023\u643a\u3055\u305b\u308b\u5b9f\u88c5\u529b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

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\u793e\u5185\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

PDF\u3001Word\u3001CSV\u3001SharePoint\u3001Notion\u3001Box\u306a\u3069\u591a\u69d8\u306a\u5f62\u5f0f\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u524d\u51e6\u7406\u306e\u8a2d\u8a08\u3082\u6210\u529f\u306e\u9375\u3067\u3059\u3002<\/p>\n\n\n\n

\u305d\u308c\u3067\u306f\u3001RAG\u306e\u958b\u767a\u7d4c\u9a13\u3084\u6280\u8853\u529b\u306b\u5b9a\u8a55\u306e\u3042\u308b\u56fd\u5185\u306e\u53d7\u8a17\u958b\u767a\u4f1a\u793e\u30925\u793e\u53b3\u9078\u3057\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002RAG\u7279\u5316\u306e\u69cb\u7bc9\u652f\u63f4\u304b\u3089PoC\uff08\u691c\u8a3c\uff09\u6bb5\u968e\u307e\u3067\u5bfe\u5fdc\u53ef\u80fd\u306a\u4f01\u696d\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

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\u682a\u5f0f\u4f1a\u793eripla\uff08\u30ea\u30d7\u30e9\uff09<\/strong><\/h2>\n<\/div><\/div>\n\n\n\n
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\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

ripla\u306f\u3001\u751f\u6210AI\u306ePoC\u958b\u767a\u304b\u3089\u672c\u756a\u69cb\u7bc9\u307e\u3067\u3092\u652f\u63f4\u3059\u308b\u958b\u767a\u4f1a\u793e\u3067\u3001\u7279\u306bRAG\u69cb\u7bc9\u306b\u95a2\u3057\u3066\u591a\u304f\u306e\u5b9f\u7e3e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

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\u7279\u9577<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30fbSaaS\u4e8b\u696d\u3084\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u77e5\u898b\u3092\u80cc\u666f\u306b\u3001RAG\u3092\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3078\u7d44\u307f\u8fbc\u3080\u8a2d\u8a08\u304c\u53ef\u80fd
\u30fb\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3084\u5206\u5272\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001UI\u8a2d\u8a08\u3082\u542b\u3081\u305f\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u652f\u63f4
\u30fb\u5efa\u8a2d\u30fb\u88fd\u9020\u30fb\u533b\u7642\u696d\u754c\u306a\u3069\u5e45\u5e83\u3044\u696d\u7a2e\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u9023\u643a\u306b\u5bfe\u5fdc<\/p>\n\n\n\n

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\u682a\u5f0f\u4f1a\u793eELYZA\uff08\u30a4\u30e9\u30a4\u30b6\uff09<\/strong><\/h2>\n<\/div><\/div>\n\n\n\n
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\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

ELYZA\u306f\u6771\u5927\u767a\u306eAI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3068\u3057\u3066\u77e5\u3089\u308c\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u7279\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

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\u7279\u9577<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30fb\u65e5\u672c\u8a9e\u7279\u5316\u306eELYZA LLM\u3092\u6d3b\u7528\u3057\u305fRAG\u69cb\u7bc9\u304c\u53ef\u80fd
\u30fb\u72ec\u81ea\u306e\u6587\u66f8\u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u63d0\u4f9b
\u30fb\u5927\u4f01\u696d\u3068\u306e\u5171\u540cPoC\u3084RAG\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u5c0e\u5165\u4e8b\u4f8b\u3082\u8c4a\u5bcc<\/p>\n\n\n\n

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\u682a\u5f0f\u4f1a\u793eABEJA<\/strong><\/h2>\n<\/div><\/div>\n\n\n\n
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\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

ABEJA\u306fAI\u5c0e\u5165\u306b\u304a\u3051\u308b\u6226\u7565\u7b56\u5b9a\u304b\u3089\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u307e\u3067\u3092\u5305\u62ec\u652f\u63f4\u3059\u308b\u4f01\u696d\u3067\u3001RAG\u306b\u304a\u3044\u3066\u3082\u72ec\u81ea\u306e\u53d6\u308a\u7d44\u307f\u3092\u5c55\u958b\u3002<\/p>\n\n\n\n

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\u7279\u9577<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30fbAI Platform\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305f\u67d4\u8edf\u306aRAG\u8a2d\u8a08\u304c\u53ef\u80fd
\u30fb\u6d41\u901a\u30fb\u88fd\u9020\u306a\u3069\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u30ce\u30a6\u30cf\u30a6\u3068\u878d\u5408\u3057\u305f\u691c\u7d22AI\u306b\u5f37\u307f
\u30fb\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3084\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u8a2d\u8a08\u306b\u3082\u5bfe\u5fdc<\/p>\n\n\n\n

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\u682a\u5f0f\u4f1a\u793e\u30d5\u30e9\u30a4\u30a6\u30a3\u30fc\u30eb\uff08Flywheel\uff09<\/strong><\/h2>\n<\/div><\/div>\n\n\n\n
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\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u30c7\u30fc\u30bf\u6d3b\u7528\u306b\u5f37\u3044\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\uff0b\u958b\u767a\u4f01\u696d\u3068\u3057\u3066\u77e5\u3089\u308c\u308b\u30d5\u30e9\u30a4\u30a6\u30a3\u30fc\u30eb\u3082\u3001RAG\u5c0e\u5165\u3092\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

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\u7279\u9577<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30fb\u30c7\u30fc\u30bf\u57fa\u76e4\u69cb\u7bc9\u3068RAG\u306e\u9023\u643a\u306b\u5f37\u307f
\u30fbAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u4e8b\u4f8b\u3042\u308a
\u30fb\u91d1\u878d\u3084\u901a\u4fe1\u9818\u57df\u3067\u306e\u5b9f\u7e3e\u3082\u8c4a\u5bcc<\/p>\n\n\n\n

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\u682a\u5f0f\u4f1a\u793eLaboro.AI\uff08\u30e9\u30dc\u30ed\u30a8\u30fc\u30a2\u30a4\uff09<\/strong><\/h2>\n<\/div><\/div>\n\n\n\n
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\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Laboro.AI\u306f\u696d\u754c\u30fb\u696d\u52d9\u7279\u5316\u578b\u306e\u30ab\u30b9\u30bf\u30e0AI\u958b\u767a\u3067\u77e5\u3089\u308c\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3054\u3068\u306e\u696d\u52d9\u77e5\u8b58\u3092\u751f\u304b\u3057\u305fRAG\u8a2d\u8a08\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

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\u7279\u9577<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30fb\u6587\u66f8\u5206\u985e\u30fb\u691c\u7d22AI\u306e\u69cb\u7bc9\u5b9f\u7e3e\u304c\u8c4a\u5bcc
\u30fb\u30ca\u30ec\u30c3\u30b8\u6d3b\u7528\u306b\u5f37\u304f\u3001RAG\u306b\u3088\u308b\u77e5\u8b58\u691c\u7d22\u7cfb\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u7279\u5316
\u30fb\u696d\u52d9\u7279\u5316\u578b\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u652f\u63f4\u306b\u5f37\u307f<\/p>\n\n\n\n

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RAG\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u9032\u3081\u65b9<\/strong><\/h2>\n<\/div><\/div>\n\n\n\n
\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

RAG\u5c0e\u5165\u306b\u306fPoC\u304b\u3089\u59cb\u3081\u3066\u6bb5\u968e\u7684\u306b\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u306b\u79fb\u884c\u3059\u308b\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u76ee\u7684\u3068\u5229\u7528\u30b7\u30ca\u30ea\u30aa\u3092\u660e\u78ba\u306b\u3057\u3001\u201c\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u7bc4\u56f2\u201d\u3092\u5b9a\u7fa9\u3059\u308b<\/strong><\/h3>\n<\/div>\n\n\n\n

RAG\u306f\u4e07\u80fd\u3067\u306f\u306a\u304f\u3001\u3069\u306e\u696d\u52d9\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u305f\u3044\u306e\u304b\u306b\u3088\u3063\u3066\u8a2d\u8a08\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u6700\u521d\u306b\u300c\u3069\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u3092\u52b9\u7387\u5316\u3059\u308b\u306e\u304b\u300d\u300c\u8ab0\u304c\u3069\u3093\u306a\u8cea\u554f\u3092\u3059\u308b\u306e\u304b\u300d\u3068\u3044\u3063\u305f\u5229\u7528\u30b7\u30ca\u30ea\u30aa\u3092\u5177\u4f53\u5316\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30b7\u30ca\u30ea\u30aa\u304c\u6c7a\u307e\u308b\u3068\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u30fb\u7c92\u5ea6\u30fb\u512a\u5148\u5ea6\u304c\u660e\u78ba\u306b\u306a\u308a\u3001\u7121\u99c4\u306a\u30c7\u30fc\u30bf\u53ce\u96c6\u3084\u904e\u5270\u8a2d\u8a08\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30c7\u30fc\u30bf\u6574\u5099\u30fb\u691c\u7d22\u7cbe\u5ea6\u30fb\u8a55\u4fa1\u57fa\u6e96\u306e3\u70b9\u3092\u91cd\u70b9\u7684\u306b\u4f5c\u308a\u8fbc\u3080<\/strong><\/h3>\n<\/div>\n\n\n\n

RAG\u306e\u6210\u5426\u3092\u5de6\u53f3\u3059\u308b\u306e\u306f\u3001\u30e2\u30c7\u30eb\u3067\u306f\u306a\u304f\u201c\u30c7\u30fc\u30bf\u69cb\u9020\u201d\u3068\u201c\u691c\u7d22\u7cbe\u5ea6\u201d\u3067\u3059\u3002\u6587\u66f8\u306e\u6574\u7406\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u4ed8\u4e0e\u3001\u5206\u5272\u5358\u4f4d\u306e\u6700\u9069\u5316\u306a\u3069\u306e\u524d\u51e6\u7406\u3092\u4e01\u5be7\u306b\u884c\u3044\u3001\u691c\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3092\u691c\u8a3c\u3057\u3066\u6700\u9069\u5316\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u56de\u7b54\u54c1\u8cea\u306e\u8a55\u4fa1\u57fa\u6e96\uff08\u6b63\u78ba\u6027\u3001\u6839\u62e0\u306e\u660e\u793a\u3001\u518d\u73fe\u6027\u306a\u3069\uff09\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u3001PoC\u6bb5\u968e\u3067\u5fc5\u305a\u691c\u8a3c\u3059\u308b\u3053\u3068\u3067\u3001\u66d6\u6627\u306a\u307e\u307e\u672c\u756a\u5316\u3057\u3066\u3057\u307e\u3046\u4e8b\u614b\u3092\u9632\u3052\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u904b\u7528\u4f53\u5236\u3068\u6539\u5584\u30b5\u30a4\u30af\u30eb\u3092\u7d44\u307f\u8fbc\u307f\u3001\u7d99\u7d9a\u7684\u306b\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b<\/strong><\/h3>\n<\/div>\n\n\n\n

RAG\u306f\u5c0e\u5165\u3057\u3066\u7d42\u308f\u308a\u3067\u306f\u306a\u304f\u3001\u6587\u66f8\u66f4\u65b0\u3001FAQ\u8ffd\u52a0\u3001\u8aa4\u56de\u7b54\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306a\u3069\u3001\u7d99\u7d9a\u7684\u306a\u6539\u5584\u904b\u7528\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u7d44\u7e54\u5185\u3067\u300c\u8ab0\u304c\u30c7\u30fc\u30bf\u3092\u66f4\u65b0\u3059\u308b\u306e\u304b\u300d\u300c\u3069\u306e\u983b\u5ea6\u3067\u7cbe\u5ea6\u8a55\u4fa1\u3092\u884c\u3046\u306e\u304b\u300d\u300c\u8aa4\u56de\u7b54\u306f\u3069\u306e\u3088\u3046\u306b\u7ba1\u7406\u3059\u308b\u306e\u304b\u300d\u3068\u3044\u3063\u305f\u904b\u7528\u30eb\u30fc\u30eb\u3092\u6574\u5099\u3057\u3001\u6539\u5584\u30b5\u30a4\u30af\u30eb\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u6210\u529f\u306e\u9375\u3067\u3059\u3002\u904b\u7528\u57fa\u76e4\u304c\u6574\u3063\u3066\u3044\u308c\u3070\u3001\u696d\u52d9\u30b7\u30fc\u30f3\u306e\u5909\u5316\u3084\u30c7\u30fc\u30bf\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3057\u3001RAG\u306e\u4fa1\u5024\u3092\u9577\u671f\u7684\u306b\u7dad\u6301\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

<\/span>
\n

\u307e\u3068\u3081<\/strong><\/h2>\n<\/div><\/div>\n\n\n\n

RAG\uff08Retrieval-Augmented Generation\uff09\u306f\u3001\u751f\u6210AI\u3092\u696d\u52d9\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u5b9f\u7528\u7684\u306a\u6280\u8853\u3068\u3057\u3066\u3001\u591a\u304f\u306e\u4f01\u696d\u3067\u5c0e\u5165\u304c\u9032\u307f\u3064\u3064\u3042\u308a\u307e\u3059\u3002RAG\u69cb\u7bc9\u306b\u304a\u3044\u3066\u306f\u3001\u5358\u306a\u308bAI\u30e2\u30c7\u30eb\u9078\u5b9a\u3060\u3051\u3067\u306a\u304f\u3001\u691c\u7d22\u6280\u8853\u30fbUI\/UX\u30fb\u696d\u52d9\u8a2d\u8a08\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u307e\u3067\u4e00\u8cab\u3057\u3066\u652f\u63f4\u3067\u304d\u308b\u30d1\u30fc\u30c8\u30ca\u30fc\u9078\u3073\u304c\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\u30fbRAG\u306f\u72ec\u81ea\u30c7\u30fc\u30bf\u3068\u306e\u9023\u643a\u3067\u696d\u52d9\u6d3b\u7528\u304c\u9032\u3080\u6ce8\u76ee\u6280\u8853
\u30fb\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3084\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u306e\u9078\u5b9a\u304c\u6210\u529f\u306e\u9375
\u30fb\u7d39\u4ecb\u3057\u305f5\u793e\u306f\u305d\u308c\u305e\u308c\u306b\u5f37\u307f\u304c\u3042\u308a\u3001\u8981\u4ef6\u306b\u5fdc\u3058\u305f\u9078\u5b9a\u304c\u91cd\u8981
\u30fbPoC\u304b\u3089\u672c\u756a\u904b\u7528\u307e\u3067\u6bb5\u968e\u7684\u306a\u5c0e\u5165\u304c\u63a8\u5968\u3055\u308c\u308b
\u30fb\u5c0e\u5165\u8a2d\u8a08\u3084\u793e\u5185\u5c55\u958b\u307e\u3067\u3092\u652f\u63f4\u3057\u3066\u304f\u308c\u308b\u958b\u767a\u4f1a\u793e\u3092\u9078\u3076\u3053\u3068\u304c\u6210\u529f\u306e\u8fd1\u9053<\/p>\n\n\n\n

\u672c\u30c6\u30fc\u30de\u306b\u95a2\u3059\u308b\u5168\u4f53\u30ac\u30a4\u30c9\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\u25bc\u5168\u4f53\u30ac\u30a4\u30c9\u306e\u8a18\u4e8b
\u30fbRAG\u69cb\u7bc9\u30fbLLM\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n\n

\n

\u682a\u5f0f\u4f1a\u793eripla\u3067\u306f\u3001IT\u4e8b\u696d\u4f1a\u793e\u51fa\u8eab\u306e\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u304c\u300cImpact-Driven\u578b\u652f\u63f4\u300d\u3092\u901a\u3058\u3066\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u3084\u30b7\u30b9\u30c6\u30e0\u306e\u7d0d\u54c1\u30fb\u63d0\u4f9b\u3092\u76ee\u7684\u3068\u305b\u305a\u3001\u304a\u5ba2\u69d8\u3068\u540c\u3058\u76ee\u7dda\u3067\u3001\u4e8b\u696d\u6210\u679c\u306e\u9054\u6210\u3092\u30b4\u30fc\u30eb\u3068\u3057\u3066\u3001\u9ad8\u54c1\u8cea\u306aDX\/\u958b\u767a\u652f\u63f4\u3092\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u307e\u305f\u3001\u5f53\u793e\u72ec\u81ea\u306e\u958b\u767a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u300cBox\u30b7\u30ea\u30fc\u30ba\u300d\u306b\u3088\u308b\u6a19\u6e96\u6a5f\u80fd\u306e\u9ad8\u901f\u958b\u767a\u3068\u3001AI\u99c6\u52d5\u958b\u767a\u306e\u72ec\u81ea\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300cGoDD\u300d\u306b\u3088\u308b\u72ec\u81ea\u6a5f\u80fd\u306eAI\u5b9f\u88c5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f4e\u30b3\u30b9\u30c8\u30fb\u77ed\u671f\u9593\u3067\u958b\u767a\u3092\u5b9f\u73fe\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u3082\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u306b\u95a2\u3059\u308b\u3054\u8981\u671b\u304c\u3054\u3056\u3044\u307e\u3057\u305f\u3089\u3001\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/a><\/p>\n\n\n\n

\n
\u682a\u5f0f\u4f1a\u793eripla\u306e\u4f1a\u793eHP\u306f\u3053\u3061\u3089<\/strong><\/a><\/div>\n<\/div>\n\n\n\n

\u30fb\u30b5\u30fc\u30d3\u30b9\u6982\u8981\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
\u30fb\u304a\u554f\u5408\u305b\u30da\u30fc\u30b8\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
\u30fb\u304a\u5f79\u7acb\u3061\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 >>><\/a><\/p>\n<\/div>\n\n\n\n

\"\"<\/a><\/figure>\n\n\n
\n
\n \u57f7\u7b46\u8005\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\n <\/div>\n
\n
\n \"\u5f35\u7530\u8c37\u51cc\u592e\"\n <\/div>\n
\n
\n \u5f35\u7530\u8c37\u51cc\u592e\n <\/div>\n

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