{"id":37641,"date":"2024-06-20T12:29:25","date_gmt":"2024-06-20T12:29:25","guid":{"rendered":"https:\/\/meetcody.ai\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/"},"modified":"2024-06-20T12:29:25","modified_gmt":"2024-06-20T12:29:25","slug":"rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92","status":"publish","type":"post","link":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/","title":{"rendered":"RAG-as-a-Service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092"},"content":{"rendered":"

\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3068\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u30c8\u30ec\u30f3\u30c9\u306e\u53f0\u982d\u306b\u3088\u308a\u3001\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u30d3\u30b8\u30cd\u30b9\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u52b9\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u521d\u3081\u3066\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306b\u89e6\u308c\u308b\u4eba\u306f\u3001\u5c02\u9580\u7528\u8a9e\u306e\u591a\u3055\u306b\u6238\u60d1\u3046\u304b\u3082\u3057\u308c\u306a\u3044\u3002 \u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u57fa\u672c\u7684\u306a\u7528\u8a9e\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3001RAG-as-a-Service\u3092\u4f7f\u7528\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u59cb\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n

\u691c\u7d22\u62e1\u5f35\u4e16\u4ee3\uff08RAG\uff09\u3068\u306f\uff1f<\/h2>\n

Retrieval Augmented Generation\uff08RAG\uff09\u306f\u3001LLM\u3084\u751f\u6210AI\u3092\u30d3\u30b8\u30cd\u30b9\u30fb\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5c0e\u5165\u3059\u308b\u969b\u306e\u91cd\u8981\u306a\u30b3\u30f3\u30bb\u30d7\u30c8\u3067\u3042\u308b\u3002 RAG\u306f\u3001\u4e8b\u524d\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305fTransformer\u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3057\u3001\u7279\u5b9a\u306e\u77e5\u8b58\u30d9\u30fc\u30b9\u304b\u3089\u95a2\u9023\u3059\u308b\u30c7\u30fc\u30bf\u3092\u30af\u30a8\u30ea\u30d7\u30ed\u30bb\u30b9\u306b\u6ce8\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u95a2\u9023\u306e\u30af\u30a8\u30ea\u306b\u56de\u7b54\u3057\u307e\u3059\u3002 LLM\u304c\u8a13\u7df4\u3092\u53d7\u3051\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u306e\u3042\u308b\u3053\u306e\u30c7\u30fc\u30bf\u306f\u3001\u6b63\u78ba\u3067\u9069\u5207\u306a\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u3002<\/p>\n

RAG\u306f\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u9ad8\u304f\u52b9\u7387\u7684\u3067\u3042\u308b\u305f\u3081\u3001\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092\u3088\u308a\u8eab\u8fd1\u306a\u3082\u306e\u306b\u3059\u308b\u3002 RAG\u306b\u95a2\u9023\u3059\u308b\u91cd\u8981\u306a\u7528\u8a9e\u3092\u3044\u304f\u3064\u304b\u63a2\u3063\u3066\u307f\u3088\u3046\u3002<\/p>\n

RAG\u306e\u4e3b\u8981\u7528\u8a9e<\/h2>\n

\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0<\/a><\/h3>\n

LLM\u306f\u30ea\u30bd\u30fc\u30b9\u3092\u5fc5\u8981\u3068\u3057\u3001\u300c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30fb\u30a6\u30a3\u30f3\u30c9\u30a6\u300d\u3068\u547c\u3070\u308c\u308b\u7ba1\u7406\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u9577\u3067\u5b66\u7fd2\u3055\u308c\u308b\u3002\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30fb\u30a6\u30a3\u30f3\u30c9\u30a6\u306f\u4f7f\u7528\u3059\u308bLLM\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u3002 \u305d\u306e\u9650\u754c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u3001\u6587\u66f8\u3084\u30c6\u30ad\u30b9\u30c8\u6587\u732e\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u308b\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u306f\u3001\u3088\u308a\u5c0f\u3055\u306a\u584a\u306b\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3055\u308c\u308b\u3002 \u3053\u308c\u3089\u306e\u30c1\u30e3\u30f3\u30af\u306f\u3001\u30af\u30a8\u30ea\u30fc\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u3067\u5229\u7528\u3055\u308c\u308b\u3002<\/p>\n

\u30c1\u30e3\u30f3\u30af\u306f\u975e\u69cb\u9020\u5316\u3067\u3042\u308a\u3001\u30af\u30a8\u30ea\u306f\u77e5\u8b58\u30d9\u30fc\u30b9\u30c7\u30fc\u30bf\u3068\u69cb\u6587\u7684\u306b\u7570\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u30c1\u30e3\u30f3\u30af\u306f\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3092\u4f7f\u3063\u3066\u691c\u7d22\u3055\u308c\u308b\u3002<\/p>\n

\"RAG-as-a-Service\u30d7\u30ed\u30bb\u30b9\"<\/p>\n

\u30d9\u30af\u30bf\u30fc\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/a><\/h3>\n

Pinecone<\/a>\u3001Chromadb<\/a>\u3001FAISS\u306e\u3088\u3046\u306a\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u306e\u57cb\u3081\u8fbc\u307f\u3092\u4fdd\u5b58\u3059\u308b\u3002 \u30a8\u30f3\u30d9\u30c3\u30c7\u30a3\u30f3\u30b0\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u305d\u306e\u610f\u5473\u306b\u57fa\u3065\u3044\u3066\u6570\u5024\u5316\u3057\u3001\u610f\u5473\u7684\u306b\u985e\u4f3c\u3057\u305f\u30c7\u30fc\u30bf\u304c\u8fd1\u63a5\u3059\u308b\u9ad8\u6b21\u5143\u30d9\u30af\u30c8\u30eb\u7a7a\u9593\u306b\u683c\u7d0d\u3055\u308c\u308b\u3002<\/p>\n

\u30e6\u30fc\u30b6\u30fc\u306b\u3088\u308b\u30af\u30a8\u30ea\u304c\u884c\u308f\u308c\u308b\u3068\u3001\u305d\u306e\u30af\u30a8\u30ea\u306e\u57cb\u3081\u8fbc\u307f\u304c\u30d9\u30af\u30c8\u30eb\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u610f\u5473\u7684\u306b\u985e\u4f3c\u3057\u305f\u30c1\u30e3\u30f3\u30af\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306b\u4f7f\u308f\u308c\u308b\u3002<\/p>\n

RAG\u30a2\u30ba\u30fb\u30a2\u30fb\u30b5\u30fc\u30d3\u30b9<\/h2>\n

\u6280\u8853\u7684\u306a\u5c02\u9580\u77e5\u8b58\u304c\u306a\u3044\u5834\u5408\u3001RAG\u3092\u30d3\u30b8\u30cd\u30b9\u306b\u5c0e\u5165\u3059\u308b\u306e\u306f\u5927\u5909\u306a\u3053\u3068\u3067\u3059\u3002 \u305d\u3053\u3067RAG-as-a-Service\uff08RaaS\uff09\u304c\u767b\u5834\u3059\u308b\u3002<\/p>\n

\u79c1\u305f\u3061meetcody.ai\u306f<\/a>\u3001\u304a\u5ba2\u69d8\u306e\u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u30d7\u30e9\u30b0\u30a2\u30f3\u30c9\u30d7\u30ec\u30a4\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3060\u3051\u3067\u3001\u7121\u6599\u3067\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002 \u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u3001\u30d9\u30af\u30bf\u30fc\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u305d\u3057\u3066RAG\u306e\u5168\u30d7\u30ed\u30bb\u30b9\u3092\u79c1\u305f\u3061\u304c\u884c\u3044\u307e\u3059\u306e\u3067\u3001\u3054\u5b89\u5fc3\u304f\u3060\u3055\u3044\u3002<\/p>\n

\u3088\u304f\u3042\u308b\u3054\u8cea\u554f<\/h2>\n

1.RAG-as-a-Service\uff08RaaS\uff09\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n

RAG-as-a-Service(RaaS)\u306f\u3001\u304a\u5ba2\u69d8\u306e\u30d3\u30b8\u30cd\u30b9\u306e\u305f\u3081\u306e\u691c\u7d22\u62e1\u5f35\u4e16\u4ee3\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3092\u51e6\u7406\u3059\u308b\u5305\u62ec\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002 \u3053\u308c\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u3001\u57cb\u3081\u8fbc\u307f\u30c7\u30fc\u30bf\u306e\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u683c\u7d0d\u3001\u30af\u30a8\u30ea\u306b\u95a2\u9023\u3059\u308b\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3059\u308b\u305f\u3081\u306e\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u306e\u7ba1\u7406\u306a\u3069\u304c\u542b\u307e\u308c\u308b\u3002<\/p>\n

2.\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u306fRAG\u30d7\u30ed\u30bb\u30b9\u306b\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3061\u307e\u3059\u304b\uff1f<\/h3>\n

\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u306f\u3001\u5927\u304d\u306a\u30d3\u30b8\u30cd\u30b9\u6587\u66f8\u3092\u3001LLM\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30fb\u30a6\u30a3\u30f3\u30c9\u30a6\u306b\u53ce\u307e\u308b\u3088\u3046\u306b\u3001\u7ba1\u7406\u3057\u3084\u3059\u3044\u5c0f\u3055\u306a\u65ad\u7247\u306b\u5206\u5272\u3057\u307e\u3059\u3002 \u3053\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001LLM\u306f\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3092\u4f7f\u3063\u3066\u95a2\u9023\u60c5\u5831\u3092\u3088\u308a\u52b9\u7387\u7684\u306b\u51e6\u7406\u3057\u3001\u53d6\u308a\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n

3.\u30d9\u30af\u30bf\u30fc\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f\u4f55\u304b\uff1f<\/h3>\n

\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u306e\u6570\u5024\u8868\u73fe\uff08\u57cb\u3081\u8fbc\u307f\uff09\u3092\u4fdd\u5b58\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u57cb\u3081\u8fbc\u307f\u306f\u3001\u30af\u30a8\u30ea\u304c\u884c\u308f\u308c\u305f\u3068\u304d\u306b\u3001\u610f\u5473\u7684\u306b\u985e\u4f3c\u3057\u305f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u691c\u7d22\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u3001LLM\u304b\u3089\u306e\u6b63\u78ba\u3067\u9069\u5207\u306a\u5fdc\u7b54\u3092\u4fdd\u8a3c\u3059\u308b\u3002<\/p>\n

RAG-as-a-Service\u306e\u30d1\u30ef\u30fc\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001RAG\u3092\u7c21\u5358\u304b\u3064\u52b9\u7387\u7684\u306b\u304a\u5ba2\u69d8\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u4eca\u3059\u3050meetcody.ai\u3092<\/a>\u4f7f\u3044\u59cb\u3081\u3001\u9ad8\u5ea6\u306a\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5909\u9769\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3068\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u30c8\u30ec\u30f3\u30c9\u306e\u53f0\u982d\u306b\u3088\u308a\u3001\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u30d3\u30b8\u30cd\u30b9\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u52b9\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u521d\u3081\u3066\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306b\u89e6\u308c\u308b\u4eba\u306f\u3001\u5c02\u9580\u7528\u8a9e\u306e\u591a\u3055\u306b\u6238\u60d1\u3046\u304b\u3082\u3057\u308c\u306a\u3044\u3002 \u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u57fa\u672c\u7684\u306a\u7528\u8a9e\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3001RAG-as-a-Service\u3092\u4f7f\u7528\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u59cb\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002 \u691c\u7d22\u62e1\u5f35\u4e16\u4ee3\uff08RAG\uff09\u3068\u306f\uff1f Retrieval Augmented Generation\uff08RAG\uff09\u306f\u3001LLM\u3084\u751f\u6210AI\u3092\u30d3\u30b8\u30cd\u30b9\u30fb\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5c0e\u5165\u3059\u308b\u969b\u306e\u91cd\u8981\u306a\u30b3\u30f3\u30bb\u30d7\u30c8\u3067\u3042\u308b\u3002 RAG\u306f\u3001\u4e8b\u524d\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305fTransformer\u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3057\u3001\u7279\u5b9a\u306e\u77e5\u8b58\u30d9\u30fc\u30b9\u304b\u3089\u95a2\u9023\u3059\u308b\u30c7\u30fc\u30bf\u3092\u30af\u30a8\u30ea\u30d7\u30ed\u30bb\u30b9\u306b\u6ce8\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u95a2\u9023\u306e\u30af\u30a8\u30ea\u306b\u56de\u7b54\u3057\u307e\u3059\u3002 LLM\u304c\u8a13\u7df4\u3092\u53d7\u3051\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u306e\u3042\u308b\u3053\u306e\u30c7\u30fc\u30bf\u306f\u3001\u6b63\u78ba\u3067\u9069\u5207\u306a\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u3002 RAG\u306f\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u9ad8\u304f\u52b9\u7387\u7684\u3067\u3042\u308b\u305f\u3081\u3001\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092\u3088\u308a\u8eab\u8fd1\u306a\u3082\u306e\u306b\u3059\u308b\u3002 RAG\u306b\u95a2\u9023\u3059\u308b\u91cd\u8981\u306a\u7528\u8a9e\u3092\u3044\u304f\u3064\u304b\u63a2\u3063\u3066\u307f\u3088\u3046\u3002 RAG\u306e\u4e3b\u8981\u7528\u8a9e \u30c1\u30e3\u30f3\u30ad\u30f3\u30b0 LLM\u306f\u30ea\u30bd\u30fc\u30b9\u3092\u5fc5\u8981\u3068\u3057\u3001\u300c\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30fb\u30a6\u30a3\u30f3\u30c9\u30a6\u300d\u3068\u547c\u3070\u308c\u308b\u7ba1\u7406\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u9577\u3067\u5b66\u7fd2\u3055\u308c\u308b\u3002\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30fb\u30a6\u30a3\u30f3\u30c9\u30a6\u306f\u4f7f\u7528\u3059\u308bLLM\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u3002 \u305d\u306e\u9650\u754c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u3001\u6587\u66f8\u3084\u30c6\u30ad\u30b9\u30c8\u6587\u732e\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u308b\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u306f\u3001\u3088\u308a\u5c0f\u3055\u306a\u584a\u306b\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3055\u308c\u308b\u3002 \u3053\u308c\u3089\u306e\u30c1\u30e3\u30f3\u30af\u306f\u3001\u30af\u30a8\u30ea\u30fc\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u3067\u5229\u7528\u3055\u308c\u308b\u3002 \u30c1\u30e3\u30f3\u30af\u306f\u975e\u69cb\u9020\u5316\u3067\u3042\u308a\u3001\u30af\u30a8\u30ea\u306f\u77e5\u8b58\u30d9\u30fc\u30b9\u30c7\u30fc\u30bf\u3068\u69cb\u6587\u7684\u306b\u7570\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u30c1\u30e3\u30f3\u30af\u306f\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3092\u4f7f\u3063\u3066\u691c\u7d22\u3055\u308c\u308b\u3002 \u30d9\u30af\u30bf\u30fc\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 Pinecone\u3001Chromadb\u3001FAISS\u306e\u3088\u3046\u306a\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u306e\u57cb\u3081\u8fbc\u307f\u3092\u4fdd\u5b58\u3059\u308b\u3002 \u30a8\u30f3\u30d9\u30c3\u30c7\u30a3\u30f3\u30b0\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u305d\u306e\u610f\u5473\u306b\u57fa\u3065\u3044\u3066\u6570\u5024\u5316\u3057\u3001\u610f\u5473\u7684\u306b\u985e\u4f3c\u3057\u305f\u30c7\u30fc\u30bf\u304c\u8fd1\u63a5\u3059\u308b\u9ad8\u6b21\u5143\u30d9\u30af\u30c8\u30eb\u7a7a\u9593\u306b\u683c\u7d0d\u3055\u308c\u308b\u3002 \u30e6\u30fc\u30b6\u30fc\u306b\u3088\u308b\u30af\u30a8\u30ea\u304c\u884c\u308f\u308c\u308b\u3068\u3001\u305d\u306e\u30af\u30a8\u30ea\u306e\u57cb\u3081\u8fbc\u307f\u304c\u30d9\u30af\u30c8\u30eb\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u610f\u5473\u7684\u306b\u985e\u4f3c\u3057\u305f\u30c1\u30e3\u30f3\u30af\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306b\u4f7f\u308f\u308c\u308b\u3002 RAG\u30a2\u30ba\u30fb\u30a2\u30fb\u30b5\u30fc\u30d3\u30b9 \u6280\u8853\u7684\u306a\u5c02\u9580\u77e5\u8b58\u304c\u306a\u3044\u5834\u5408\u3001RAG\u3092\u30d3\u30b8\u30cd\u30b9\u306b\u5c0e\u5165\u3059\u308b\u306e\u306f\u5927\u5909\u306a\u3053\u3068\u3067\u3059\u3002 \u305d\u3053\u3067RAG-as-a-Service\uff08RaaS\uff09\u304c\u767b\u5834\u3059\u308b\u3002 \u79c1\u305f\u3061meetcody.ai\u306f\u3001\u304a\u5ba2\u69d8\u306e\u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u30d7\u30e9\u30b0\u30a2\u30f3\u30c9\u30d7\u30ec\u30a4\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 \u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3060\u3051\u3067\u3001\u7121\u6599\u3067\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002 \u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u3001\u30d9\u30af\u30bf\u30fc\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u305d\u3057\u3066RAG\u306e\u5168\u30d7\u30ed\u30bb\u30b9\u3092\u79c1\u305f\u3061\u304c\u884c\u3044\u307e\u3059\u306e\u3067\u3001\u3054\u5b89\u5fc3\u304f\u3060\u3055\u3044\u3002 \u3088\u304f\u3042\u308b\u3054\u8cea\u554f 1.RAG-as-a-Service\uff08RaaS\uff09\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f RAG-as-a-Service(RaaS)\u306f\u3001\u304a\u5ba2\u69d8\u306e\u30d3\u30b8\u30cd\u30b9\u306e\u305f\u3081\u306e\u691c\u7d22\u62e1\u5f35\u4e16\u4ee3\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3092\u51e6\u7406\u3059\u308b\u5305\u62ec\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002 \u3053\u308c\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u3001\u57cb\u3081\u8fbc\u307f\u30c7\u30fc\u30bf\u306e\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u683c\u7d0d\u3001\u30af\u30a8\u30ea\u306b\u95a2\u9023\u3059\u308b\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3059\u308b\u305f\u3081\u306e\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u306e\u7ba1\u7406\u306a\u3069\u304c\u542b\u307e\u308c\u308b\u3002 2.\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u306fRAG\u30d7\u30ed\u30bb\u30b9\u306b\u3069\u306e\u3088\u3046\u306b\u5f79\u7acb\u3061\u307e\u3059\u304b\uff1f \u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u306f\u3001\u5927\u304d\u306a\u30d3\u30b8\u30cd\u30b9\u6587\u66f8\u3092\u3001LLM\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30fb\u30a6\u30a3\u30f3\u30c9\u30a6\u306b\u53ce\u307e\u308b\u3088\u3046\u306b\u3001\u7ba1\u7406\u3057\u3084\u3059\u3044\u5c0f\u3055\u306a\u65ad\u7247\u306b\u5206\u5272\u3057\u307e\u3059\u3002 \u3053\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001LLM\u306f\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3092\u4f7f\u3063\u3066\u95a2\u9023\u60c5\u5831\u3092\u3088\u308a\u52b9\u7387\u7684\u306b\u51e6\u7406\u3057\u3001\u53d6\u308a\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002 3.\u30d9\u30af\u30bf\u30fc\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f\u4f55\u304b\uff1f \u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u306e\u6570\u5024\u8868\u73fe\uff08\u57cb\u3081\u8fbc\u307f\uff09\u3092\u4fdd\u5b58\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u57cb\u3081\u8fbc\u307f\u306f\u3001\u30af\u30a8\u30ea\u304c\u884c\u308f\u308c\u305f\u3068\u304d\u306b\u3001\u610f\u5473\u7684\u306b\u985e\u4f3c\u3057\u305f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u691c\u7d22\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u3001LLM\u304b\u3089\u306e\u6b63\u78ba\u3067\u9069\u5207\u306a\u5fdc\u7b54\u3092\u4fdd\u8a3c\u3059\u308b\u3002 RAG-as-a-Service\u306e\u30d1\u30ef\u30fc\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001RAG\u3092\u7c21\u5358\u304b\u3064\u52b9\u7387\u7684\u306b\u304a\u5ba2\u69d8\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u4eca\u3059\u3050meetcody.ai\u3092\u4f7f\u3044\u59cb\u3081\u3001\u9ad8\u5ea6\u306a\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5909\u9769\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"author":2,"featured_media":37241,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[31],"tags":[],"class_list":["post-37641","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-31"],"acf":[],"yoast_head":"\nRAG-as-a-Service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092<\/title>\n<meta name=\"description\" content=\"RAG-as-a-Service\u3067\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u30d1\u30ef\u30fc\u3092\u89e3\u304d\u653e\u3068\u3046\u3002 \u52b9\u7387\u7684\u3067\u6b63\u78ba\u306a\u56de\u7b54\u306e\u305f\u3081\u306b\u3001RAG\u3092\u30d3\u30b8\u30cd\u30b9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d71\u5408\u3059\u308b\u65b9\u6cd5\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6ai\u3092\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"RAG-as-a-Service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092\" \/>\n<meta property=\"og:description\" content=\"RAG-as-a-Service\u3067\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u30d1\u30ef\u30fc\u3092\u89e3\u304d\u653e\u3068\u3046\u3002 \u52b9\u7387\u7684\u3067\u6b63\u78ba\u306a\u56de\u7b54\u306e\u305f\u3081\u306b\u3001RAG\u3092\u30d3\u30b8\u30cd\u30b9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d71\u5408\u3059\u308b\u65b9\u6cd5\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6ai\u3092\/\" \/>\n<meta property=\"og:site_name\" content=\"Cody - The AI Trained on Your Business\" \/>\n<meta property=\"article:published_time\" content=\"2024-06-20T12:29:25+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/meetcody.ai\/wp-content\/uploads\/2024\/06\/RAG-1024x585.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"585\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Om Kamath\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@meetcodyai\" \/>\n<meta name=\"twitter:site\" content=\"@meetcodyai\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Om Kamath\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/\"},\"author\":{\"name\":\"Om Kamath\",\"@id\":\"https:\/\/meetcody.ai\/#\/schema\/person\/cde65ec55b79cd833a9777d0a62e83c8\"},\"headline\":\"RAG-as-a-Service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092\",\"datePublished\":\"2024-06-20T12:29:25+00:00\",\"dateModified\":\"2024-06-20T12:29:25+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/\"},\"wordCount\":48,\"publisher\":{\"@id\":\"https:\/\/meetcody.ai\/#organization\"},\"image\":{\"@id\":\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/meetcody.ai\/wp-content\/uploads\/2024\/06\/RAG.png\",\"articleSection\":[\"\u30ab\u30c6\u30b4\u30ea\u30fc\u306a\u3057\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/\",\"url\":\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/\",\"name\":\"RAG-as-a-Service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092\",\"isPartOf\":{\"@id\":\"https:\/\/meetcody.ai\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/meetcody.ai\/wp-content\/uploads\/2024\/06\/RAG.png\",\"datePublished\":\"2024-06-20T12:29:25+00:00\",\"dateModified\":\"2024-06-20T12:29:25+00:00\",\"description\":\"RAG-as-a-Service\u3067\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u30d1\u30ef\u30fc\u3092\u89e3\u304d\u653e\u3068\u3046\u3002 \u52b9\u7387\u7684\u3067\u6b63\u78ba\u306a\u56de\u7b54\u306e\u305f\u3081\u306b\u3001RAG\u3092\u30d3\u30b8\u30cd\u30b9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d71\u5408\u3059\u308b\u65b9\u6cd5\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#primaryimage\",\"url\":\"https:\/\/meetcody.ai\/wp-content\/uploads\/2024\/06\/RAG.png\",\"contentUrl\":\"https:\/\/meetcody.ai\/wp-content\/uploads\/2024\/06\/RAG.png\",\"width\":1792,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/meetcody.ai\/ja\/%e3%83%9b%e3%83%bc%e3%83%a0-v2\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"RAG-as-a-Service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/meetcody.ai\/#website\",\"url\":\"https:\/\/meetcody.ai\/\",\"name\":\"Cody AI - The AI Trained on Your Business\",\"description\":\"AI Powered Knowledge Base for Employees\",\"publisher\":{\"@id\":\"https:\/\/meetcody.ai\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/meetcody.ai\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/meetcody.ai\/#organization\",\"name\":\"Cody AI - The AI Trained on Your Business\",\"url\":\"https:\/\/meetcody.ai\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/meetcody.ai\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/meetcody.ai\/wp-content\/uploads\/2023\/05\/logo-codyai.svg\",\"contentUrl\":\"https:\/\/meetcody.ai\/wp-content\/uploads\/2023\/05\/logo-codyai.svg\",\"width\":\"1024\",\"height\":\"1024\",\"caption\":\"Cody AI - The AI Trained on Your Business\"},\"image\":{\"@id\":\"https:\/\/meetcody.ai\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/meetcodyai\",\"https:\/\/discord.com\/invite\/jXEVDcFxqs\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/meetcody.ai\/#\/schema\/person\/cde65ec55b79cd833a9777d0a62e83c8\",\"name\":\"Om Kamath\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/meetcody.ai\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/3903c678cd7f6c8df0a843ae177998f5d413954afa3062f984a030a889a97849?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/3903c678cd7f6c8df0a843ae177998f5d413954afa3062f984a030a889a97849?s=96&d=mm&r=g\",\"caption\":\"Om Kamath\"},\"description\":\"Om Kamath\",\"sameAs\":[\"http:\/\/meetcody.ai\"],\"url\":\"https:\/\/meetcody.ai\/ja\/blog\/author\/omkamath\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"RAG-as-a-Service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092","description":"RAG-as-a-Service\u3067\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u30d1\u30ef\u30fc\u3092\u89e3\u304d\u653e\u3068\u3046\u3002 \u52b9\u7387\u7684\u3067\u6b63\u78ba\u306a\u56de\u7b54\u306e\u305f\u3081\u306b\u3001RAG\u3092\u30d3\u30b8\u30cd\u30b9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d71\u5408\u3059\u308b\u65b9\u6cd5\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6ai\u3092\/","og_locale":"ja_JP","og_type":"article","og_title":"RAG-as-a-Service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092","og_description":"RAG-as-a-Service\u3067\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u30d1\u30ef\u30fc\u3092\u89e3\u304d\u653e\u3068\u3046\u3002 \u52b9\u7387\u7684\u3067\u6b63\u78ba\u306a\u56de\u7b54\u306e\u305f\u3081\u306b\u3001RAG\u3092\u30d3\u30b8\u30cd\u30b9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d71\u5408\u3059\u308b\u65b9\u6cd5\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002","og_url":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6ai\u3092\/","og_site_name":"Cody - The AI Trained on Your Business","article_published_time":"2024-06-20T12:29:25+00:00","og_image":[{"width":1024,"height":585,"url":"https:\/\/meetcody.ai\/wp-content\/uploads\/2024\/06\/RAG-1024x585.png","type":"image\/png"}],"author":"Om Kamath","twitter_card":"summary_large_image","twitter_creator":"@meetcodyai","twitter_site":"@meetcodyai","twitter_misc":{"Written by":"Om Kamath"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#article","isPartOf":{"@id":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/"},"author":{"name":"Om Kamath","@id":"https:\/\/meetcody.ai\/#\/schema\/person\/cde65ec55b79cd833a9777d0a62e83c8"},"headline":"RAG-as-a-Service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092","datePublished":"2024-06-20T12:29:25+00:00","dateModified":"2024-06-20T12:29:25+00:00","mainEntityOfPage":{"@id":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/"},"wordCount":48,"publisher":{"@id":"https:\/\/meetcody.ai\/#organization"},"image":{"@id":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#primaryimage"},"thumbnailUrl":"https:\/\/meetcody.ai\/wp-content\/uploads\/2024\/06\/RAG.png","articleSection":["\u30ab\u30c6\u30b4\u30ea\u30fc\u306a\u3057"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/","url":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/","name":"RAG-as-a-Service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092","isPartOf":{"@id":"https:\/\/meetcody.ai\/#website"},"primaryImageOfPage":{"@id":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#primaryimage"},"image":{"@id":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#primaryimage"},"thumbnailUrl":"https:\/\/meetcody.ai\/wp-content\/uploads\/2024\/06\/RAG.png","datePublished":"2024-06-20T12:29:25+00:00","dateModified":"2024-06-20T12:29:25+00:00","description":"RAG-as-a-Service\u3067\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u306e\u30d1\u30ef\u30fc\u3092\u89e3\u304d\u653e\u3068\u3046\u3002 \u52b9\u7387\u7684\u3067\u6b63\u78ba\u306a\u56de\u7b54\u306e\u305f\u3081\u306b\u3001RAG\u3092\u30d3\u30b8\u30cd\u30b9\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d71\u5408\u3059\u308b\u65b9\u6cd5\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002","breadcrumb":{"@id":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#primaryimage","url":"https:\/\/meetcody.ai\/wp-content\/uploads\/2024\/06\/RAG.png","contentUrl":"https:\/\/meetcody.ai\/wp-content\/uploads\/2024\/06\/RAG.png","width":1792,"height":1024},{"@type":"BreadcrumbList","@id":"https:\/\/meetcody.ai\/ja\/blog\/rag-as-a-service%ef%bc%9a%e3%81%82%e3%81%aa%e3%81%9f%e3%81%ae%e3%83%93%e3%82%b8%e3%83%8d%e3%82%b9%e3%81%ab%e3%82%b8%e3%82%a7%e3%83%8d%e3%83%ac%e3%83%bc%e3%83%86%e3%82%a3%e3%83%96ai%e3%82%92\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/meetcody.ai\/ja\/%e3%83%9b%e3%83%bc%e3%83%a0-v2\/"},{"@type":"ListItem","position":2,"name":"RAG-as-a-Service\uff1a\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u306b\u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6AI\u3092"}]},{"@type":"WebSite","@id":"https:\/\/meetcody.ai\/#website","url":"https:\/\/meetcody.ai\/","name":"Cody AI - The AI Trained on Your Business","description":"AI Powered Knowledge Base for Employees","publisher":{"@id":"https:\/\/meetcody.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/meetcody.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/meetcody.ai\/#organization","name":"Cody AI - The AI Trained on Your Business","url":"https:\/\/meetcody.ai\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/meetcody.ai\/#\/schema\/logo\/image\/","url":"https:\/\/meetcody.ai\/wp-content\/uploads\/2023\/05\/logo-codyai.svg","contentUrl":"https:\/\/meetcody.ai\/wp-content\/uploads\/2023\/05\/logo-codyai.svg","width":"1024","height":"1024","caption":"Cody AI - The AI Trained on Your Business"},"image":{"@id":"https:\/\/meetcody.ai\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/meetcodyai","https:\/\/discord.com\/invite\/jXEVDcFxqs"]},{"@type":"Person","@id":"https:\/\/meetcody.ai\/#\/schema\/person\/cde65ec55b79cd833a9777d0a62e83c8","name":"Om Kamath","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/meetcody.ai\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/3903c678cd7f6c8df0a843ae177998f5d413954afa3062f984a030a889a97849?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/3903c678cd7f6c8df0a843ae177998f5d413954afa3062f984a030a889a97849?s=96&d=mm&r=g","caption":"Om Kamath"},"description":"Om Kamath","sameAs":["http:\/\/meetcody.ai"],"url":"https:\/\/meetcody.ai\/ja\/blog\/author\/omkamath\/"}]}},"_links":{"self":[{"href":"https:\/\/meetcody.ai\/ja\/wp-json\/wp\/v2\/posts\/37641","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meetcody.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/meetcody.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/meetcody.ai\/ja\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/meetcody.ai\/ja\/wp-json\/wp\/v2\/comments?post=37641"}],"version-history":[{"count":0,"href":"https:\/\/meetcody.ai\/ja\/wp-json\/wp\/v2\/posts\/37641\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/meetcody.ai\/ja\/wp-json\/wp\/v2\/media\/37241"}],"wp:attachment":[{"href":"https:\/\/meetcody.ai\/ja\/wp-json\/wp\/v2\/media?parent=37641"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/meetcody.ai\/ja\/wp-json\/wp\/v2\/categories?post=37641"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/meetcody.ai\/ja\/wp-json\/wp\/v2\/tags?post=37641"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}