{"id":30898,"date":"2026-08-07T12:54:41","date_gmt":"2026-08-07T03:54:41","guid":{"rendered":"https:\/\/www.ripla.co.jp\/blog\/?p=30898"},"modified":"2026-08-09T11:39:55","modified_gmt":"2026-08-09T02:39:55","slug":"pinecone-complete-guide","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/system\/pinecone-complete-guide\/","title":{"rendered":"Pinecone\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9"},"content":{"rendered":"\n

Pinecone\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u306f\u3001\u5546\u54c1\u30fb\u6587\u66f8\u30fb\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u306a\u3069\u3092\u610f\u5473\u30d9\u30af\u30c8\u30eb\u3067\u691c\u7d22\u3057\u3001EC\u691c\u7d22\u3084\u30ec\u30b3\u30e1\u30f3\u30c9\u3001RAG\u30c1\u30e3\u30c3\u30c8\u306b\u751f\u304b\u3059AI\u691c\u7d22\u57fa\u76e4\u3067\u3059\u3002Pinecone\u5358\u4f53\u3067\u5728\u5eab\u3084\u53d7\u6ce8\u3092\u7ba1\u7406\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u65e2\u5b58\u306e\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3057\u3066\u300c\u95a2\u9023\u60c5\u5831\u3092\u7d20\u65e9\u304f\u898b\u3064\u3051\u308b\u5c64\u300d\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u672c\u8a18\u4e8b\u3067\u306f\u3001Pinecone\u306e\u5168\u4f53\u50cf\u3001\u4e3b\u306a\u7a2e\u985e\u3068\u69cb\u6210\u3001EC\u30fb\u30aa\u30e0\u30cb\u30c1\u30e3\u30cd\u30eb\u3067\u306e\u6d3b\u7528\u4f8b\u3001\u5c0e\u5165\u306e\u9032\u3081\u65b9\u30012026\u5e74\u6642\u70b9\u306e\u5229\u7528\u6599\u3068\u958b\u767a\u8cbb\u306e\u8003\u3048\u65b9\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u958b\u767a\u4f1a\u793e\u3084\u30b5\u30fc\u30d3\u30b9\u306e\u9078\u3073\u65b9\u307e\u3067\u3092\u307e\u3068\u3081\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002PoC\u3067\u7d42\u308f\u3089\u305b\u305a\u3001\u672c\u756a\u904b\u7528\u3067\u691c\u7d22\u7cbe\u5ea6\u3068\u8cbb\u7528\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u78ba\u8a8d\u30dd\u30a4\u30f3\u30c8\u3082\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u25bc\u95a2\u9023\u8a18\u4e8b\u4e00\u89a7<\/strong>
\n\u30fbPinecone\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a>
\n\u30fbPinecone\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a>
\n\u30fbPinecone\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a>
\n\u30fbPinecone\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\n\n

Pinecone\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f\u5168\u4f53\u50cf\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059<\/strong><\/h2>\n\n\n\n
\n
\n
\"Pinecone\u306e\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u50cf\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Pinecone\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3084\u753b\u50cf\u306a\u3069\u306e\u30c7\u30fc\u30bf\u3092\u30d9\u30af\u30c8\u30eb\u306b\u5909\u63db\u3057\u3066\u4fdd\u5b58\u3057\u3001\u5165\u529b\u3055\u308c\u305f\u60c5\u5831\u3068\u610f\u5473\u304c\u8fd1\u3044\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3059\u308b\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u5b8c\u5168\u306b\u4e00\u81f4\u3057\u306a\u304f\u3066\u3082\u3001\u6587\u8108\u3084\u6982\u5ff5\u306e\u8fd1\u3055\u3092\u4f7f\u3063\u3066\u5019\u88dc\u3092\u898b\u3064\u3051\u3089\u308c\u308b\u305f\u3081\u3001\u81ea\u7136\u6587\u306e\u5546\u54c1\u691c\u7d22\u3084\u793e\u5185FAQ\u306e\u691c\u7d22\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\n

Pinecone\u306fAI\u306e\u8a18\u61b6\u3067\u306f\u306a\u304f\u691c\u7d22\u5c64\u3067\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u300c\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u5165\u308c\u308c\u3070\u3001AI\u304c\u81ea\u52d5\u7684\u306b\u6b63\u3057\u3044\u7b54\u3048\u3092\u51fa\u3059\u300d\u3068\u8003\u3048\u308b\u3068\u3001\u5c0e\u5165\u5f8c\u306b\u671f\u5f85\u5916\u308c\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002Pinecone\u304c\u8fd4\u3059\u306e\u306f\u3001\u691c\u7d22\u6761\u4ef6\u306b\u8fd1\u3044\u30d9\u30af\u30c8\u30eb\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u3067\u3042\u308a\u3001\u6700\u7d42\u7684\u306a\u56de\u7b54\u3084\u63a8\u85a6\u9806\u4f4d\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u691c\u7d22API\u3001\u63a8\u85a6\u30ed\u30b8\u30c3\u30af\u3001LLM\u3001\u753b\u9762\u5074\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u5546\u54c1\u4fa1\u683c\u3084\u5728\u5eab\u6570\u3001\u6ce8\u6587\u30b9\u30c6\u30fc\u30bf\u30b9\u306fPinecone\u3092\u6b63\u672c\u306b\u305b\u305a\u3001\u5546\u54c1DB\u3084\u53d7\u6ce8\u30fb\u5728\u5eab\u30b7\u30b9\u30c6\u30e0\u3078\u7167\u4f1a\u3059\u308b\u8a2d\u8a08\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u5f79\u5272\u5206\u62c5\u3092\u5148\u306b\u6c7a\u3081\u308b\u3068\u3001Pinecone\u306b\u4fdd\u5b58\u3057\u3066\u3088\u3044\u30c7\u30fc\u30bf\u3068\u4fdd\u5b58\u3057\u3066\u306f\u3044\u3051\u306a\u3044\u30c7\u30fc\u30bf\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u3002\u5546\u54c1\u8aac\u660e\u3084FAQ\u306e\u672c\u6587\u306f\u691c\u7d22\u5019\u88dc\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3001\u5546\u54c1ID\u3001\u8ca9\u58f2\u5730\u57df\u3001\u516c\u958b\u72b6\u614b\u3001\u30ab\u30c6\u30b4\u30ea\u306a\u3069\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u3057\u3066\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u691c\u7d22\u7d50\u679c\u3067\u5f97\u305f\u5546\u54c1ID\u3092\u4f7f\u3063\u3066\u6b63\u898f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u6700\u65b0\u4fa1\u683c\u3068\u5728\u5eab\u3092\u53d6\u5f97\u3059\u308c\u3070\u3001\u610f\u5473\u691c\u7d22\u306e\u4fbf\u5229\u3055\u3068\u696d\u52d9\u30c7\u30fc\u30bf\u306e\u6b63\u78ba\u3055\u3092\u4e21\u7acb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u5178\u578b\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u306f6\u3064\u306e\u5c64\u3067\u8003\u3048\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5178\u578b\u7684\u306a\u69cb\u6210\u306f\u3001\u5143\u30c7\u30fc\u30bf\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001Embedding\u751f\u6210\u3001Pinecone\u306eIndex\u3001\u691c\u7d22\u30fb\u751f\u6210\u30ed\u30b8\u30c3\u30af\u3001\u5229\u7528\u753b\u9762\u306e6\u5c64\u3067\u3059\u3002\u5143\u30c7\u30fc\u30bf\u306b\u306f\u5546\u54c1\u30de\u30b9\u30bf\u3001\u30ab\u30bf\u30ed\u30b0\u3001\u30ec\u30d3\u30e5\u30fc\u3001\u5e97\u8217\u60c5\u5831\u3001\u9867\u5ba2\u5411\u3051FAQ\u3001\u793e\u5185\u6587\u66f8\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002ETL\u3084\u30a4\u30d9\u30f3\u30c8\u9023\u643a\u3067\u8ffd\u52a0\u30fb\u5909\u66f4\u30fb\u524a\u9664\u3092\u53cd\u6620\u3057\u3001\u6587\u7ae0\u3092\u9069\u5207\u306a\u5358\u4f4d\u306b\u5206\u5272\u3057\u3066Embedding\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u691c\u7d22\u6642\u306f\u3001\u5165\u529b\u6587\u3092\u540c\u3058\u65b9\u5f0f\u3067\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3001Pinecone\u3078\u554f\u3044\u5408\u308f\u305b\u307e\u3059\u3002\u8fd4\u3055\u308c\u305f\u5019\u88dc\u306b\u30e1\u30bf\u30c7\u30fc\u30bf\u6761\u4ef6\u3092\u9069\u7528\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3084\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u6700\u5f8c\u306bLLM\u3084\u63a8\u85a6\u30ed\u30b8\u30c3\u30af\u3078\u6e21\u3057\u307e\u3059\u3002\u56de\u7b54\u3084\u63a8\u85a6\u7d50\u679c\u306b\u306f\u5546\u54c1ID\u3001\u6587\u66f8ID\u3001\u5f15\u7528\u5143\u306a\u3069\u306e\u6839\u62e0\u3092\u6301\u305f\u305b\u308b\u3068\u3001\u691c\u8a3c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

EC\u30fb\u30aa\u30e0\u30cb\u30c1\u30e3\u30cd\u30eb\u3067\u4f7f\u3048\u308bPinecone\u306e\u7a2e\u985e\u3068\u6d3b\u7528\u65b9\u6cd5<\/strong><\/h2>\n\n\n\n
\n
\n
\"EC\u3067\u306ePinecone\u6d3b\u7528\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Pinecone\u306e\u6d3b\u7528\u65b9\u6cd5\u306f\u3001\u540c\u3058\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3067\u3082\u76ee\u7684\u306b\u3088\u3063\u3066\u8a2d\u8a08\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u5546\u54c1\u691c\u7d22\u306f\u5165\u529b\u6587\u3068\u5546\u54c1\u306e\u610f\u5473\u7684\u306a\u8fd1\u3055\u3092\u63a2\u3057\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u306f\u5546\u54c1\u3084\u884c\u52d5\u5c65\u6b74\u306e\u8fd1\u3055\u3092\u4f7f\u3044\u3001RAG\u306f\u95a2\u9023\u6587\u66f8\u3092\u53d6\u5f97\u3057\u3066\u751f\u6210AI\u306e\u56de\u7b54\u6750\u6599\u306b\u3057\u307e\u3059\u3002\u3069\u308c\u3082Pinecone\u3060\u3051\u3067\u5b8c\u7d50\u305b\u305a\u3001\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u983b\u5ea6\u3001\u6a29\u9650\u3001\u8a55\u4fa1\u6307\u6a19\u306b\u5fdc\u3058\u305f\u5468\u8fba\u30b7\u30b9\u30c6\u30e0\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u81ea\u7136\u6587\u306e\u5546\u54c1\u691c\u7d22\u3068\u985e\u4f3c\u5546\u54c1\u691c\u7d22<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u300c\u96e8\u306e\u65e5\u306b\u901a\u52e4\u3067\u4f7f\u3048\u308b\u8efd\u3044\u9774\u300d\u300c\u5c0f\u3055\u306a\u90e8\u5c4b\u306b\u7f6e\u3051\u308b\u53ce\u7d0d\u5bb6\u5177\u300d\u306e\u3088\u3046\u306a\u691c\u7d22\u3067\u306f\u3001\u5546\u54c1\u540d\u306b\u542b\u307e\u308c\u306a\u3044\u6761\u4ef6\u3082\u62fe\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5546\u54c1\u8aac\u660e\u3001\u30b5\u30a4\u30ba\u3001\u7d20\u6750\u3001\u7528\u9014\u3001\u30ec\u30d3\u30e5\u30fc\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3059\u308c\u3070\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u5b8c\u5168\u4e00\u81f4\u3060\u3051\u3067\u306f\u898b\u3064\u3051\u306b\u304f\u3044\u5019\u88dc\u3092\u63d0\u793a\u3067\u304d\u307e\u3059\u3002\u753b\u50cf\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3059\u308c\u3070\u3001\u4f3c\u305f\u8272\u3084\u5f62\u306e\u5546\u54c1\u3092\u63a2\u3059\u753b\u50cf\u691c\u7d22\u306b\u3082\u5fdc\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u305f\u3060\u3057\u3001SKU\u3084\u578b\u756a\u306e\u5b8c\u5168\u4e00\u81f4\u3001\u4fa1\u683c\u5e2f\u3001\u5728\u5eab\u5e97\u8217\u3001\u8ca9\u58f2\u671f\u9593\u306f\u30e1\u30bf\u30c7\u30fc\u30bf\u30d5\u30a3\u30eb\u30bf\u3084\u65e2\u5b58\u691c\u7d22\u3092\u4f75\u7528\u3057\u307e\u3059\u3002\u610f\u5473\u306e\u8fd1\u3055\u3060\u3051\u3067\u691c\u7d22\u3059\u308b\u3068\u3001\u5728\u5eab\u5207\u308c\u306e\u5546\u54c1\u3084\u5bfe\u8c61\u5730\u57df\u5916\u306e\u5546\u54c1\u304c\u5019\u88dc\u306b\u6df7\u3056\u308b\u305f\u3081\u3067\u3059\u3002\u691c\u7d22\u753b\u9762\u3067\u306f\u3001\u5019\u88dc\u53d6\u5f97\u5f8c\u306b\u696d\u52d9\u6761\u4ef6\u3092\u9069\u7528\u3059\u308b\u9806\u5e8f\u3092\u660e\u78ba\u306b\u3057\u3001\u30bc\u30ed\u4ef6\u7387\u3068\u691c\u7d22\u5f8c\u306e\u30af\u30ea\u30c3\u30af\u7387\u3092\u7d99\u7d9a\u7684\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30ec\u30b3\u30e1\u30f3\u30c9\u3068\u9867\u5ba2\u3054\u3068\u306e\u5019\u88dc\u63d0\u793a<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30ec\u30b3\u30e1\u30f3\u30c9\u3067\u306f\u3001\u5546\u54c1\u540c\u58eb\u306e\u7279\u5fb4\u3060\u3051\u3067\u306a\u304f\u3001\u95b2\u89a7\u3001\u30ab\u30fc\u30c8\u6295\u5165\u3001\u8cfc\u5165\u3001\u8fd4\u54c1\u306a\u3069\u306e\u884c\u52d5\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002\u8cfc\u5165\u5c65\u6b74\u304b\u3089\u8fd1\u3044\u5546\u54c1\u3092\u51fa\u3059\u5834\u5408\u3067\u3082\u3001\u5b63\u7bc0\u3001\u4fa1\u683c\u3001\u5728\u5eab\u3001\u4f1a\u54e1\u30e9\u30f3\u30af\u3001\u5e97\u8217\u3001\u540c\u6642\u8cfc\u5165\u306e\u5236\u7d04\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002Pinecone\u306f\u95a2\u9023\u5019\u88dc\u306e\u691c\u7d22\u306b\u4f7f\u3044\u3001\u6700\u7d42\u9806\u4f4d\u306f\u696d\u52d9\u30eb\u30fc\u30eb\u3084\u58f2\u4e0a\u65bd\u7b56\u3092\u542b\u3081\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u8abf\u6574\u3059\u308b\u65b9\u6cd5\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/p>\n\n\n\n

\u500b\u4eba\u306b\u7d10\u3065\u304f\u884c\u52d5\u5c65\u6b74\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u9867\u5ba2ID\u3092\u305d\u306e\u307e\u307e\u672c\u6587\u30c7\u30fc\u30bf\u306b\u57cb\u3081\u8fbc\u307e\u305a\u3001\u6a29\u9650\u3068\u5229\u7528\u76ee\u7684\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u533f\u540d\u5316\u30fb\u4eee\u540d\u5316\u306e\u65b9\u91dd\u3092\u6c7a\u3081\u307e\u3059\u3002\u9867\u5ba2\u5358\u4f4d\u3084\u30c6\u30ca\u30f3\u30c8\u5358\u4f4d\u3067Namespace\u3092\u5206\u3051\u308b\u8a2d\u8a08\u3082\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u304c\u3001Namespace\u3092\u5206\u3051\u305f\u3060\u3051\u3067\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u304c\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002API\u5074\u3067\u5229\u7528\u8005\u306e\u6a29\u9650\u3092\u691c\u8a3c\u3057\u3001\u691c\u7d22\u6761\u4ef6\u3068\u8fd4\u5374\u9805\u76ee\u3092\u5236\u9650\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

FAQ\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

RAG\u3067\u306f\u3001\u8cea\u554f\u3092\u53d7\u3051\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304cPinecone\u304b\u3089\u95a2\u9023\u6587\u66f8\u3092\u53d6\u5f97\u3057\u3001\u305d\u306e\u6587\u8108\u3092LLM\u306b\u6e21\u3057\u3066\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u5546\u54c1\u4ed5\u69d8\u3001\u914d\u9001\u6761\u4ef6\u3001\u8fd4\u54c1\u898f\u7d04\u3001\u5e97\u8217\u6848\u5185\u306a\u3069\u3092\u691c\u7d22\u5bfe\u8c61\u306b\u3059\u308c\u3070\u3001\u6bce\u56de\u30e2\u30c7\u30eb\u3092\u518d\u5b66\u7fd2\u3055\u305b\u306a\u304f\u3066\u3082\u3001\u6587\u66f8\u66f4\u65b0\u3092\u53cd\u6620\u3057\u305f\u56de\u7b54\u3092\u76ee\u6307\u305b\u307e\u3059\u3002\u56de\u7b54\u306b\u306f\u6587\u66f8\u540d\u3084\u66f4\u65b0\u65e5\u3092\u6dfb\u3048\u3001\u6839\u62e0\u306e\u306a\u3044\u56de\u7b54\u306f\u300c\u78ba\u8a8d\u3067\u304d\u306a\u3044\u300d\u3068\u8fd4\u3059\u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u6587\u66f8\u3092\u30c1\u30e3\u30f3\u30af\u306b\u5206\u3051\u308b\u5358\u4f4d\u306f\u7cbe\u5ea6\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002\u77ed\u3059\u304e\u308b\u3068\u524d\u5f8c\u95a2\u4fc2\u304c\u5931\u308f\u308c\u3001\u9577\u3059\u304e\u308b\u3068\u95a2\u4fc2\u306e\u306a\u3044\u60c5\u5831\u307e\u3067\u691c\u7d22\u7d50\u679c\u306b\u5165\u308a\u307e\u3059\u3002\u898b\u51fa\u3057\u3001\u5546\u54c1ID\u3001\u9069\u7528\u5730\u57df\u3001\u516c\u958b\u671f\u9593\u3001\u95b2\u89a7\u6a29\u9650\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u3057\u3066\u6301\u305f\u305b\u3001\u524a\u9664\u3084\u6539\u8a02\u304c\u3042\u3063\u305f\u3068\u304d\u306b\u53e4\u3044\u30c1\u30e3\u30f3\u30af\u3092\u78ba\u5b9f\u306b\u6d88\u305b\u308bID\u8a2d\u8a08\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

Pinecone\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\u30925\u6bb5\u968e\u3067\u89e3\u8aac\u3057\u307e\u3059<\/strong><\/h2>\n\n\n\n
\n
\n
\"Pinecone\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Pinecone\u306e\u958b\u767a\u306f\u3001\u6700\u521d\u304b\u3089\u5927\u898f\u6a21\u306a\u5168\u793e\u691c\u7d22\u3092\u4f5c\u308b\u3088\u308a\u3082\u3001\u76ee\u7684\u3068\u8a55\u4fa1\u65b9\u6cd5\u3092\u7d5e\u3063\u305fPoC\u304b\u3089\u59cb\u3081\u308b\u3068\u5224\u65ad\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u3092\u5165\u308c\u3066\u56de\u7b54\u3092\u773a\u3081\u308b\u3060\u3051\u3067\u306f\u672c\u756a\u5316\u306e\u53ef\u5426\u3092\u5224\u65ad\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u691c\u7d22\u6210\u529f\u7387\u3001\u30bc\u30ed\u4ef6\u7387\u3001\u30af\u30ea\u30c3\u30af\u7387\u3001\u8cfc\u8cb7\u7387\u3001\u56de\u7b54\u306e\u6839\u62e0\u63d0\u793a\u7387\u3001\u6709\u4eba\u5bfe\u5fdc\u3078\u306e\u8ee2\u9001\u7387\u306a\u3069\u3092\u4e8b\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n

\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aPinecone\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a><\/p>\n\n\n

1. \u76ee\u7684\u3068KPI\u3092\u6c7a\u3081\u3001\u30c7\u30fc\u30bf\u3092\u68da\u5378\u3057\u3057\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6700\u521d\u306b\u300cAI\u3092\u5c0e\u5165\u3059\u308b\u300d\u3067\u306f\u306a\u304f\u3001\u89e3\u6c7a\u3057\u305f\u3044\u696d\u52d9\u8ab2\u984c\u3092\u4e00\u3064\u306b\u7d5e\u308a\u307e\u3059\u3002\u5546\u54c1\u691c\u7d22\u306a\u3089\u691c\u7d22\u5f8c\u306e\u30af\u30ea\u30c3\u30af\u7387\u3084\u8cfc\u5165\u7387\u3001FAQ\u306a\u3089\u6b63\u7b54\u7387\u3001\u6839\u62e0\u63d0\u793a\u7387\u3001\u554f\u3044\u5408\u308f\u305b\u524a\u6e1b\u6570\u3001\u6709\u4eba\u8ee2\u9001\u7387\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u6307\u6a19\u3092\u8907\u6570\u6301\u3064\u3068\u304d\u306f\u3001\u58f2\u4e0a\u3060\u3051\u3067\u306a\u304f\u8aa4\u56de\u7b54\u3084\u554f\u3044\u5408\u308f\u305b\u518d\u767a\u306a\u3069\u306e\u60aa\u5316\u6307\u6a19\u3082\u7f6e\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u6b21\u306b\u3001\u5546\u54c1\u30de\u30b9\u30bf\u3001\u5728\u5eab\u3001\u4fa1\u683c\u3001\u6ce8\u6587\u3001\u9867\u5ba2\u5c5e\u6027\u3001\u6587\u66f8\u3001\u30ed\u30b0\u3092\u4e00\u89a7\u5316\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u6240\u6709\u8005\u3001\u66f4\u65b0\u983b\u5ea6\u3001\u4fdd\u5b58\u671f\u9593\u3001\u500b\u4eba\u60c5\u5831\u306e\u6709\u7121\u3001\u524a\u9664\u4f9d\u983c\u3078\u306e\u5bfe\u5fdc\u65b9\u6cd5\u3092\u78ba\u8a8d\u3057\u3001Pinecone\u306b\u4fdd\u5b58\u3059\u308b\u9805\u76ee\u3068\u53c2\u7167\u6642\u306b\u53d6\u5f97\u3059\u308b\u9805\u76ee\u3092\u5206\u3051\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u304c\u4f4e\u3044\u307e\u307e\u691c\u7d22\u57fa\u76e4\u3092\u5c0e\u5165\u3057\u3066\u3082\u3001\u8aa4\u691c\u7d22\u306e\u539f\u56e0\u3092\u7279\u5b9a\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\n

2. \u5c0f\u3055\u306aPoC\u3067\u691c\u7d22\u65b9\u5f0f\u3092\u6bd4\u8f03\u3057\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

PoC\u306f\u300c\u5546\u54c1\u691c\u7d22\u3060\u3051\u300d\u300cFAQ\u3060\u3051\u300d\u306e\u3088\u3046\u306b\u4e00\u3064\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3001\u4e00\u3064\u304b\u4e8c\u3064\u306e\u30c7\u30fc\u30bf\u6e90\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002\u4ee3\u8868\u7684\u306a\u8cea\u554f\u3092\u8a55\u4fa1\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3057\u3066\u3001\u610f\u5473\u691c\u7d22\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3001RDB\u306e\u30d9\u30af\u30c8\u30eb\u62e1\u5f35\u306a\u3069\u3092\u540c\u3058\u6761\u4ef6\u3067\u6bd4\u8f03\u3057\u307e\u3059\u3002\u65e5\u672c\u8a9e\u306e\u8868\u8a18\u63fa\u308c\u3001\u578b\u756a\u3001\u7565\u8a9e\u3001\u56fa\u6709\u540d\u8a5e\u3001\u5426\u5b9a\u8868\u73fe\u3092\u542b\u3080\u8cea\u554f\u3092\u7528\u610f\u3059\u308b\u3068\u3001\u65b9\u5f0f\u3054\u3068\u306e\u5dee\u304c\u898b\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u3053\u306e\u6bb5\u968e\u3067\u30ec\u30a4\u30c6\u30f3\u30b7\u3001\u691c\u7d22\u7d50\u679c\u306e\u95a2\u9023\u6027\u3001Embedding\u306e\u4f5c\u6210\u8cbb\u3001\u30c7\u30fc\u30bf\u66f4\u65b0\u306e\u9045\u5ef6\u3001\u904b\u7528\u62c5\u5f53\u8005\u306e\u4f5c\u696d\u91cf\u3082\u8a08\u6e2c\u3057\u307e\u3059\u3002Pinecone\u3092\u63a1\u7528\u3059\u308b\u7406\u7531\u304c\u300c\u5c0e\u5165\u304c\u65e9\u3044\u300d\u3060\u3051\u306a\u306e\u304b\u3001\u300c\u9ad8\u3044\u691c\u7d22\u6027\u80fd\u3068\u904b\u7528\u6a5f\u80fd\u304c\u5fc5\u8981\u300d\u306a\u306e\u304b\u3092\u660e\u78ba\u306b\u3059\u308b\u3068\u3001\u5c06\u6765\u306e\u69cb\u6210\u5909\u66f4\u306b\u3082\u8aac\u660e\u304c\u3064\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\n

3. \u672c\u756a\u9023\u643a\u3068\u6a29\u9650\u8a2d\u8a08\u3092\u56fa\u3081\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u672c\u756a\u8a2d\u8a08\u3067\u306f\u3001Index\u3068Namespace\u306e\u5206\u3051\u65b9\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u578b\u3001Embedding\u30e2\u30c7\u30eb\u3001\u30c1\u30e3\u30f3\u30af\u30b5\u30a4\u30ba\u3001\u66f4\u65b0\u65b9\u5f0f\u3001\u518d\u8a66\u884c\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3092\u6c7a\u3081\u307e\u3059\u3002\u66f4\u65b0\u65b9\u5f0f\u306f\u3001\u591c\u9593\u306e\u4e00\u62ec\u66f4\u65b0\u3060\u3051\u3067\u3088\u3044\u306e\u304b\u3001\u4fa1\u683c\u3084\u5728\u5eab\u306e\u5909\u66f4\u3092\u6570\u5206\u4ee5\u5185\u306b\u53cd\u6620\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u304b\u3067\u5909\u308f\u308a\u307e\u3059\u3002\u524a\u9664\u30a4\u30d9\u30f3\u30c8\u3092\u53d6\u308a\u3053\u307c\u3059\u3068\u3001\u975e\u516c\u958b\u5546\u54c1\u3084\u9000\u8077\u8005\u5411\u3051\u6587\u66f8\u304c\u691c\u7d22\u7d50\u679c\u306b\u6b8b\u308b\u305f\u3081\u3001\u8ffd\u52a0\u30fb\u66f4\u65b0\u3060\u3051\u3067\u306a\u304f\u524a\u9664\u307e\u3067\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u6a29\u9650\u306f\u753b\u9762\u3001API\u3001\u30c7\u30fc\u30bf\u9023\u643a\u306e\u4e09\u3064\u306e\u5c64\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u5e97\u8217\u30b9\u30bf\u30c3\u30d5\u306b\u898b\u305b\u308b\u4fa1\u683c\u3068\u3001\u9867\u5ba2\u306b\u898b\u305b\u308b\u4fa1\u683c\u304c\u7570\u306a\u308b\u5834\u5408\u3001\u691c\u7d22\u6642\u306e\u30d5\u30a3\u30eb\u30bf\u3060\u3051\u306b\u4efb\u305b\u305a\u3001\u8fd4\u5374\u5f8c\u306e\u8a8d\u53ef\u3082\u884c\u3044\u307e\u3059\u3002\u9ad8\u3044\u53ef\u7528\u6027\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u96e2\u304c\u5fc5\u8981\u306a\u3089\u3001\u5c02\u7528\u8aad\u307f\u53d6\u308a\u30ce\u30fc\u30c9\u3001Private Endpoint\u3001\u9867\u5ba2\u7ba1\u7406\u9375\u3001BYOC\u306a\u3069\u3092\u8981\u4ef6\u3068\u7167\u5408\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

4. \u30ea\u30ea\u30fc\u30b9\u5f8c\u306e\u8a55\u4fa1\u3068\u6539\u5584\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u672c\u756a\u5f8c\u306f\u3001\u691c\u7d22\u30ed\u30b0\u304b\u3089\u5931\u6557\u30af\u30a8\u30ea\u3092\u5b9a\u671f\u7684\u306b\u62bd\u51fa\u3057\u307e\u3059\u3002\u691c\u7d22\u7d50\u679c\u304c\u7121\u95a2\u4fc2\u3060\u3063\u305f\u306e\u304b\u3001\u5fc5\u8981\u306a\u6587\u66f8\u304c\u672a\u767b\u9332\u3060\u3063\u305f\u306e\u304b\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u6761\u4ef6\u304c\u53b3\u3057\u3059\u304e\u305f\u306e\u304b\u3001LLM\u306e\u56de\u7b54\u751f\u6210\u3067\u8aa4\u3063\u305f\u306e\u304b\u3092\u5206\u89e3\u3057\u3066\u6539\u5584\u3057\u307e\u3059\u3002\u691c\u7d22\u7cbe\u5ea6\u3060\u3051\u3067\u306a\u304f\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u3001Read Unit\u3001\u66f8\u304d\u8fbc\u307f\u91cf\u3001Embedding\u3084\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u306e\u4f7f\u7528\u91cf\u3082\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u8ffd\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u6ce8\u6587\u5909\u66f4\u3001\u8fd4\u91d1\u3001\u5951\u7d04\u5224\u65ad\u3001\u9ad8\u984d\u5546\u54c1\u306e\u8cfc\u5165\u306a\u3069\u3001\u8aa4\u64cd\u4f5c\u306e\u5f71\u97ff\u304c\u5927\u304d\u3044\u696d\u52d9\u306f\u81ea\u52d5\u5b9f\u884c\u3055\u305b\u306a\u3044\u65b9\u304c\u5b89\u5168\u3067\u3059\u3002\u56de\u7b54\u5019\u88dc\u3092\u63d0\u793a\u3057\u3066\u4eba\u304c\u627f\u8a8d\u3059\u308bHuman in the Loop\u3092\u63a1\u7528\u3057\u3001\u5224\u65ad\u8005\u3001\u6839\u62e0\u3001\u5b9f\u884c\u7d50\u679c\u3092\u30ed\u30b0\u306b\u6b8b\u3057\u307e\u3059\u3002\u6539\u5584\u306e\u8cac\u4efb\u8005\u3068\u6708\u6b21\u30ec\u30d3\u30e5\u30fc\u306e\u983b\u5ea6\u307e\u3067\u6c7a\u3081\u3066\u304a\u304f\u3068\u3001\u958b\u767a\u5b8c\u4e86\u5f8c\u306b\u7cbe\u5ea6\u304c\u653e\u7f6e\u3055\u308c\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

Pinecone\u306e\u8cbb\u7528\u76f8\u5834\u306f\uff1f\u5229\u7528\u6599\u30fb\u958b\u767a\u8cbb\u30fb\u904b\u7528\u8cbb\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059<\/strong><\/h2>\n\n\n\n
\n
\n
\"Pinecone\u306e\u8cbb\u7528\u76f8\u5834\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Pinecone\u306e\u8cbb\u7528\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5229\u7528\u6599\u3060\u3051\u3067\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002Pinecone\u5229\u7528\u6599\u3001Embedding\u3084\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u30fbLLM\u306eAPI\u8cbb\u7528\u3001\u30c7\u30fc\u30bf\u53d6\u8fbc\u3068\u30a2\u30d7\u30ea\u958b\u767a\u8cbb\u3001\u76e3\u8996\u30fb\u7cbe\u5ea6\u6539\u5584\u30fb\u4fdd\u5b88\u8cbb\u3092\u5408\u7b97\u3057\u3066\u3001\u6708\u984d\u3068\u521d\u671f\u8cbb\u7528\u3092\u5206\u3051\u3066\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u91d1\u984d\u306f2026\u5e748\u6708\u6642\u70b9\u3067\u78ba\u8a8d\u3057\u305f\u516c\u958b\u4fa1\u683c\u3068\u3001\u985e\u4f3c\u3059\u308b\u691c\u7d22\u30fbRAG\u30fb\u30c7\u30fc\u30bf\u9023\u643a\u6848\u4ef6\u304b\u3089\u306e\u7de8\u96c6\u90e8\u63a8\u5b9a\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u76ee\u5b89\u3067\u3059\u3002<\/p>\n\n\n\n

\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aPinecone\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\n

\u516c\u958b\u3055\u308c\u3066\u3044\u308bPinecone\u5229\u7528\u6599\u306e\u76ee\u5b89<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u7121\u6599\u306eStarter\u306f\u3001\u5c0f\u898f\u6a21\u306a\u691c\u8a3c\u3084\u5b66\u7fd2\u306e\u5165\u53e3\u3068\u3057\u3066\u4f7f\u3048\u307e\u3059\u3002Builder\u306f\u6708\u984d20\u30c9\u30eb\u306e\u5b9a\u984d\u3001Standard\u306f\u6708\u984d\u6700\u4f4e50\u30c9\u30eb\u3001Enterprise\u306f\u6708\u984d\u6700\u4f4e500\u30c9\u30eb\u3067\u3059\u30021\u30c9\u30eb150\u5186\u3068\u3057\u3066\u5358\u7d14\u63db\u7b97\u3059\u308b\u3068\u3001\u305d\u308c\u305e\u308c\u7d043,000\u5186\u3001\u7d047,500\u5186\u3001\u7d0475,000\u5186\u304b\u3089\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u70ba\u66ff\u3001\u5951\u7d04\u6761\u4ef6\u3001\u30af\u30e9\u30a6\u30c9\u3084\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u3088\u3063\u3066\u5b9f\u969b\u306e\u8acb\u6c42\u984d\u306f\u5909\u308f\u308a\u307e\u3059\uff08\u51fa\u5178: Pinecone\u516c\u5f0f\u6599\u91d1\u8868\u30fb\u516c\u5f0f\u30b3\u30b9\u30c8\u30ac\u30a4\u30c9\u30012026\u5e748\u6708\u78ba\u8a8d\uff09\u3002<\/p>\n\n\n\n

Standard\u3068Enterprise\u306f\u6700\u4f4e\u5229\u7528\u984d\u3092\u8d85\u3048\u308b\u3068\u5f93\u91cf\u8ab2\u91d1\u306b\u306a\u308a\u307e\u3059\u3002\u516c\u958b\u6599\u91d1\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u3084\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u3088\u308a\u66f8\u304d\u8fbc\u307f\u304c100\u4e07Write Units\u3042\u305f\u308a\u7d044\u301c4.50\u30c9\u30eb\u3001\u8aad\u307f\u51fa\u3057\u304c100\u4e07Read Units\u3042\u305f\u308a\u7d046\u301c6.75\u30c9\u30eb\u3068\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u4fdd\u5b58\u91cf\u3001\u540d\u524d\u7a7a\u9593\u306e\u5927\u304d\u3055\u3001\u30af\u30a8\u30ea\u56de\u6570\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8ee2\u9001\u3001Embedding\u3001\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3001Assistant\u3001\u521d\u671f\u30a4\u30f3\u30dd\u30fc\u30c8\u304c\u5225\u306b\u5f71\u97ff\u3059\u308b\u305f\u3081\u3001\u5358\u4fa1\u3060\u3051\u3067\u6708\u984d\u3092\u65ad\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\u516c\u5f0f\u306e\u4f8b\u3067\u306f\u30015\u4e07\u5546\u54c1\u30fb\u540410KB\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u30fb1,024\u6b21\u5143\u306eEmbedding\u3092\u4f7f\u3046\u30ec\u30b3\u30e1\u30f3\u30c9\u3084\u3001\u7d043\u4e07\u6587\u66f8\u306e\u610f\u5473\u691c\u7d22\u306a\u3069\u304cStarter\u306e\u60f3\u5b9a\u4f8b\u3068\u3057\u3066\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u308c\u3089\u306f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5229\u7528\u3060\u3051\u306e\u4f8b\u3067\u3001Embedding\u3084\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3001Assistant\u3001\u521d\u671f\u53d6\u8fbc\u306f\u542b\u307e\u308c\u307e\u305b\u3093\uff08\u51fa\u5178: Pinecone\u516c\u5f0f\u6599\u91d1\u8868\u30012026\u5e748\u6708\u78ba\u8a8d\uff09\u3002\u81ea\u793e\u306e\u691c\u7d22\u56de\u6570\u3068\u66f4\u65b0\u91cf\u3092\u5165\u308c\u305f\u8a66\u7b97\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u65e5\u672c\u3067\u306e\u958b\u767a\u8cbb\u306f300\u4e07\u5186\u304b\u30891\u5104\u5186\u8d85\u307e\u3067\u5e45\u304c\u3042\u308a\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6280\u8853\u691c\u8a3c\u3060\u3051\u306a\u3089\u3001\u5546\u54c1\u307e\u305f\u306fFAQ\u306e\u4e00\u3064\u306e\u30c7\u30fc\u30bf\u6e90\u3001\u7c21\u6613\u691c\u7d22\u3001\u5c11\u91cf\u306e\u8a55\u4fa1\u30c7\u30fc\u30bf\u3067300\u4e07\u301c800\u4e07\u5186\u7a0b\u5ea6\u3001\u671f\u9593\u306f1\u301c3\u304b\u6708\u304c\u76ee\u5b89\u3067\u3059\u3002\u5c0f\u898f\u6a21\u306a\u672c\u756a\u5c0e\u5165\u3067\u8a8d\u8a3c\u3001\u7ba1\u7406\u753b\u9762\u30011\u301c3\u672c\u306e\u30c7\u30fc\u30bf\u9023\u643a\u307e\u3067\u542b\u3081\u308b\u3068\u3001800\u4e07\u301c2,000\u4e07\u5186\u7a0b\u5ea6\u3001\u671f\u9593\u306f3\u301c6\u304b\u6708\u3092\u898b\u8fbc\u307f\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u4e00\u822c\u7684\u306a\u985e\u4f3c\u6848\u4ef6\u304b\u3089\u306e\u63a8\u5b9a\u3067\u3042\u308a\u3001Pinecone\u306e\u516c\u5f0f\u898b\u7a4d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

EC\u3001POS\u3001CRM\u3001\u5728\u5eab\u3084WMS\u3092\u9023\u643a\u3057\u3001\u5546\u54c1\u691c\u7d22\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u3001RAG\u3001\u76e3\u8996\u307e\u3067\u542b\u3081\u308b\u5834\u5408\u306f\u30012,000\u4e07\u301c5,000\u4e07\u5186\u7a0b\u5ea6\u30016\u301c12\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u30d6\u30e9\u30f3\u30c9\u3084\u5730\u57df\u3001\u53b3\u683c\u306a\u76e3\u67fb\u3001Private Endpoint\u3001BYOC\u300124\u6642\u9593\u904b\u7528\u307e\u3067\u6c42\u3081\u308b\u5927\u898f\u6a21\u6848\u4ef6\u3067\u306f\u30015,000\u4e07\u5186\u301c1\u5104\u5186\u8d85\u30019\u301c18\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002\u9023\u643a\u672c\u6570\u3068\u30c7\u30fc\u30bf\u54c1\u8cea\u304c\u8cbb\u7528\u3092\u5927\u304d\u304f\u5de6\u53f3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u904b\u7528\u8cbb\u306f\u7cbe\u5ea6\u6539\u5584\u3068\u76e3\u8996\u306e\u5de5\u6570\u307e\u3067\u542b\u3081\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6708\u984d\u904b\u7528\u8cbb\u306f\u3001Pinecone\u3084LLM\u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u5b9f\u8cbb\u306b\u52a0\u3048\u3001\u30ed\u30b0\u76e3\u8996\u3001\u969c\u5bb3\u5bfe\u5fdc\u3001\u518d\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u3001\u5931\u6557\u30af\u30a8\u30ea\u306e\u5206\u6790\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u691c\u7d22\u6761\u4ef6\u306e\u6539\u5584\u3092\u542b\u3081\u3066\u8003\u3048\u307e\u3059\u3002\u985e\u4f3c\u6848\u4ef6\u304b\u3089\u306e\u63a8\u5b9a\u3067\u306f\u3001\u8efd\u3044\u76e3\u8996\u3068\u6708\u6b21\u6539\u5584\u3067\u670830\u4e07\u301c60\u4e07\u5186\u7a0b\u5ea6\u3001\u8907\u6570\u30b7\u30b9\u30c6\u30e0\u30fb\u9ad8\u983b\u5ea6\u66f4\u65b0\u30fb\u6709\u4eba\u30b5\u30dd\u30fc\u30c8\u307e\u3067\u542b\u3081\u308b\u3068\u670860\u4e07\u301c150\u4e07\u5186\u7a0b\u5ea6\u304c\u4e00\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002<\/p>\n\n\n\n

\u898b\u7a4d\u66f8\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u68da\u5378\u3057\u3001\u533f\u540d\u5316\u3001ETL\u3001Embedding\u3001Index\u8a2d\u8a08\u3001\u691c\u7d22API\u3001\u753b\u9762\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u3001\u8a55\u4fa1\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a66\u9a13\u3001\u904b\u7528\u4fdd\u5b88\u3092\u5206\u3051\u3066\u8a18\u8f09\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002\u521d\u671f\u958b\u767a\u8cbb\u304c\u5b89\u304f\u898b\u3048\u3066\u3082\u3001\u30c7\u30fc\u30bf\u66f4\u65b0\u3084\u8a55\u4fa1\u306e\u4ed5\u7d44\u307f\u304c\u5225\u6599\u91d1\u3060\u3068\u672c\u756a\u5f8c\u306e\u8ca0\u62c5\u304c\u5897\u3048\u307e\u3059\u3002\u6708\u9593\u691c\u7d22\u56de\u6570\u3001\u66f4\u65b0\u4ef6\u6570\u3001\u5e73\u5747\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u3001\u8a31\u5bb9\u30ec\u30a4\u30c6\u30f3\u30b7\u3092\u63d0\u793a\u3057\u3001\u5f93\u91cf\u8ab2\u91d1\u306e\u4e0a\u9650\u3082\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

Pinecone\u5c0e\u5165\u3067\u78ba\u8a8d\u3059\u3079\u304d\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u5931\u6557\u30ea\u30b9\u30af<\/strong><\/h2>\n\n\n\n
\n
\n
\"Pinecone\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u30d9\u30af\u30c8\u30eb\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u5143\u306e\u6587\u7ae0\u3092\u305d\u306e\u307e\u307e\u4fdd\u5b58\u3057\u306a\u3044\u5834\u5408\u3067\u3082\u3001\u9867\u5ba2\u60c5\u5831\u3084\u793e\u5185\u6a5f\u5bc6\u3068\u7d50\u3073\u3064\u304f\u91cd\u8981\u306a\u60c5\u5831\u3067\u3059\u3002\u5c0e\u5165\u524d\u306b\u3001\u4f55\u3092\u4fdd\u5b58\u3059\u308b\u304b\u3001\u3069\u306e\u5730\u57df\u306b\u4fdd\u7ba1\u3059\u308b\u304b\u3001\u8ab0\u304c\u691c\u7d22\u3067\u304d\u308b\u304b\u3001\u524a\u9664\u8acb\u6c42\u3084\u5951\u7d04\u7d42\u4e86\u6642\u306b\u3069\u3046\u6d88\u53bb\u3059\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\u751f\u6210AI\u3078\u306e\u5165\u529b\u3084\u30ed\u30b0\u306b\u500b\u4eba\u60c5\u5831\u3092\u542b\u3081\u308b\u5834\u5408\u306f\u3001\u5229\u7528\u76ee\u7684\u3001\u59d4\u8a17\u3001\u7b2c\u4e09\u8005\u63d0\u4f9b\u3001\u56fd\u5916\u79fb\u8ee2\u306a\u3069\u306e\u793e\u5185\u30eb\u30fc\u30eb\u3068\u6574\u5408\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u6a29\u9650\u7d99\u627f\u3068\u30c7\u30fc\u30bf\u4fdd\u8b77\u3092\u8a2d\u8a08\u3057\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u793e\u5185\u6587\u66f8\u691c\u7d22\u3067\u306f\u3001\u691c\u7d22\u5bfe\u8c61\u306e\u6587\u66f8\u306b\u8a2d\u5b9a\u3055\u308c\u305f\u95b2\u89a7\u6a29\u9650\u3092\u3001\u691c\u7d22\u7d50\u679c\u3068LLM\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u3082\u7d99\u627f\u3055\u305b\u307e\u3059\u3002\u90e8\u7f72\u3001\u5e97\u8217\u3001\u9867\u5ba2\u5951\u7d04\u3001\u516c\u958b\u671f\u9593\u306a\u3069\u306e\u5c5e\u6027\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u6301\u305f\u305b\u3001\u691c\u7d22\u524d\u306b\u5229\u7528\u8005\u306e\u6a29\u9650\u304b\u3089\u30d5\u30a3\u30eb\u30bf\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u691c\u7d22\u5f8c\u306b\u3082\u8fd4\u5374\u9805\u76ee\u3092\u78ba\u8a8d\u3057\u3001\u6a29\u9650\u306e\u306a\u3044\u6587\u66f8\u540d\u3084\u30b9\u30cb\u30da\u30c3\u30c8\u304c\u6f0f\u308c\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001API\u30ad\u30fc\u3068RBAC\u3001SSO\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u4fdd\u5b58\u6642\u306eAES-256\u6697\u53f7\u5316\u3001\u901a\u4fe1\u6642\u306eTLS 1.2\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001Private Endpoint\u3001\u9867\u5ba2\u7ba1\u7406\u6697\u53f7\u9375\u306a\u3069\u304c\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30d7\u30e9\u30f3\u306b\u3088\u3063\u3066\u4f7f\u3048\u308b\u6a5f\u80fd\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u6a5f\u80fd\u540d\u3092\u4e26\u3079\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5fc5\u8981\u306a\u76e3\u67fb\u8a3c\u8de1\u3001\u9375\u306e\u7ba1\u7406\u4e3b\u4f53\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u7d4c\u8def\u3001\u9000\u8077\u8005\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u7121\u52b9\u5316\u307e\u3067\u78ba\u8a8d\u3057\u307e\u3059\uff08\u51fa\u5178: Pinecone\u516c\u5f0fSecurity overview\u30012026\u5e748\u6708\u78ba\u8a8d\uff09\u3002<\/p>\n\n\n\n

\n

\u8aa4\u691c\u7d22\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u30fb\u53e4\u3044\u60c5\u5831\u3092\u30c6\u30b9\u30c8\u3057\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5931\u6557\u4f8b\u3068\u3057\u3066\u591a\u3044\u306e\u306f\u3001\u5546\u54c1\u60c5\u5831\u306e\u66f4\u65b0\u6f0f\u308c\u3001\u30c1\u30e3\u30f3\u30af\u5206\u5272\u306e\u4e0d\u5099\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u6b20\u843d\u3001\u691c\u7d22\u7d50\u679c\u306e\u4e0a\u4f4d\u4ef6\u6570\u304c\u591a\u3059\u304e\u308b\u3053\u3068\u3001LLM\u304c\u6839\u62e0\u306e\u306a\u3044\u60c5\u5831\u3092\u88dc\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u3067\u3059\u3002\u4fa1\u683c\u3084\u5728\u5eab\u306e\u3088\u3046\u306b\u5909\u52d5\u3059\u308b\u30c7\u30fc\u30bf\u3092\u9759\u7684\u306a\u6587\u66f8\u3060\u3051\u3067\u56de\u7b54\u3055\u305b\u308b\u3068\u3001Pinecone\u306e\u691c\u7d22\u7cbe\u5ea6\u304c\u9ad8\u304f\u3066\u3082\u8aa4\u60c5\u5831\u306b\u306a\u308a\u307e\u3059\u3002\u66f4\u65b0\u65e5\u6642\u3068\u30c7\u30fc\u30bf\u306e\u6b63\u672c\u3092\u5fc5\u305a\u7d10\u3065\u3051\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

RAG\u3067\u306f\u3001\u60aa\u610f\u306e\u3042\u308b\u6587\u66f8\u3084\u5165\u529b\u306b\u3088\u3063\u3066\u6307\u793a\u3092\u4e0a\u66f8\u304d\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3001\u5225\u5229\u7528\u8005\u306e\u6587\u66f8\u3092\u53d6\u5f97\u3059\u308b\u6a29\u9650\u9038\u8131\u3001\u691c\u7d22\u30c7\u30fc\u30bf\u306e\u6539\u3056\u3093\u3001\u6839\u62e0\u306a\u3057\u56de\u7b54\u3092\u653b\u6483\u30b7\u30ca\u30ea\u30aa\u306b\u542b\u3081\u307e\u3059\u3002\u56fd\u5185\u306eAI\u30bb\u30fc\u30d5\u30c6\u30a3\u30fb\u30a4\u30f3\u30b9\u30c6\u30a3\u30c6\u30e5\u30fc\u30c8\u306f2025\u5e744\u6708\u3001RAG\u3092\u5b9f\u88c5\u3057\u305fAI\u30b7\u30b9\u30c6\u30e0\u306e\u30ec\u30c3\u30c9\u30c1\u30fc\u30df\u30f3\u30b0\u624b\u9806\u3068\u6210\u679c\u7269\u4f8b\u3092\u542b\u3080\u30ac\u30a4\u30c9\u6539\u8a02\u7248\u3092\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002\u8a08\u753b\u3001\u653b\u6483\u5b9f\u65bd\u3001\u7d50\u679c\u6574\u7406\u3001\u6539\u5584\u5f8c\u306e\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u307e\u3067\u3092\u30c6\u30b9\u30c8\u5de5\u7a0b\u306b\u5165\u308c\u308b\u3068\u3001\u691c\u8a3c\u6f0f\u308c\u3092\u6291\u3048\u3089\u308c\u307e\u3059\uff08\u51fa\u5178: AI\u30bb\u30fc\u30d5\u30c6\u30a3\u30fb\u30a4\u30f3\u30b9\u30c6\u30a3\u30c6\u30e5\u30fc\u30c8\u30012025\u5e74\uff09\u3002<\/p>\n\n\n\n

\n

2026\u5e74\u306f\u691c\u7d22\u57fa\u76e4\u304b\u3089AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u77e5\u8b58\u57fa\u76e4\u3078\u5e83\u304c\u3063\u3066\u3044\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

2026\u5e74\u306ePinecone\u516c\u5f0f\u767a\u8868\u3067\u306f\u3001Pinecone Nexus\u304c\u4f01\u696d\u30c7\u30fc\u30bf\u57fa\u76e4\u3068\u9023\u643a\u3057\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5411\u3051\u306b\u30bf\u30b9\u30af\u5358\u4f4d\u306e\u69cb\u9020\u5316\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u4f5c\u308b\u65b9\u5411\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u30022026\u5e746\u6708\u306e\u767a\u8868\u3067\u306f\u3001\u6a29\u9650\u3092\u9069\u7528\u3057\u305f\u5f15\u7528\u4ed8\u304d\u56de\u7b54\u3084\u3001\u521d\u671f\u6bb5\u968e\u306e\u8a55\u4fa1\u3068\u3057\u3066LLM\u30c8\u30fc\u30af\u30f3\u4f7f\u7528\u91cf\u306e95%\u4ee5\u4e0a\u524a\u6e1b\u3001\u30bf\u30b9\u30af\u5b9f\u884c\u306e30\u500d\u9ad8\u901f\u5316\u300190%\u8d85\u306e\u5b8c\u4e86\u7387\u304c\u7d39\u4ecb\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u516c\u5f0f\u767a\u8868\u4e0a\u306e\u521d\u671f\u7d50\u679c\u3067\u3042\u308a\u3001\u81ea\u793e\u3067\u540c\u3058\u6570\u5024\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u3053\u306e\u52d5\u5411\u304b\u3089\u3001\u4eca\u5f8c\u306f\u5358\u7d14\u306a\u985e\u4f3c\u691c\u7d22\u3060\u3051\u3067\u306a\u304f\u3001\u6a29\u9650\u4ed8\u304d\u306e\u77e5\u8b58\u53d6\u5f97\u3001\u56de\u7b54\u306e\u5f15\u7528\u3001\u30c7\u30fc\u30bf\u66f4\u65b0\u306e\u81ea\u52d5\u53cd\u6620\u3001\u5229\u7528\u91cf\u306e\u53ef\u8996\u5316\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u4e00\u65b9\u3067\u65b0\u6a5f\u80fd\u306f\u63d0\u4f9b\u72b6\u6cc1\u3084\u5bfe\u8c61\u30d7\u30e9\u30f3\u304c\u5909\u308f\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u63a1\u7528\u3092\u6c7a\u3081\u308b\u3068\u304d\u306f\u4e00\u822c\u63d0\u4f9b\u304b\u30d7\u30ec\u30d3\u30e5\u30fc\u304b\u3001\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u5834\u6240\u3001\u65e2\u5b58\u306e\u76e3\u67fb\u8981\u4ef6\u3092\u78ba\u8a8d\u3057\u307e\u3059\uff08\u51fa\u5178: Pinecone\u516c\u5f0f\u30cb\u30e5\u30fc\u30b9\u30ea\u30ea\u30fc\u30b9\u30012026\u5e746\u6708\uff09\u3002<\/p>\n\n\n\n

Pinecone\u306e\u958b\u767a\u4f1a\u793e\u30fb\u30b5\u30fc\u30d3\u30b9\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n
\n
\n
\"Pinecone\u958b\u767a\u4f1a\u793e\u306e\u9078\u3073\u65b9\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Pinecone\u3092\u6271\u3048\u308b\u304b\u3069\u3046\u304b\u3060\u3051\u3067\u767a\u6ce8\u5148\u3092\u6c7a\u3081\u308b\u3068\u3001\u5546\u54c1\u30de\u30b9\u30bf\u3084\u5728\u5eab\u3001\u9867\u5ba2\u6a29\u9650\u3001\u753b\u9762\u3001\u904b\u7528\u307e\u3067\u3064\u306a\u304c\u3089\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u9078\u3076\u3079\u304d\u306a\u306e\u306f\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306e\u5b9f\u88c5\u3060\u3051\u3067\u306a\u304f\u3001\u696d\u52d9\u8981\u4ef6\u306e\u6574\u7406\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u8a55\u4fa1\u8a2d\u8a08\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30ea\u30ea\u30fc\u30b9\u5f8c\u306e\u6539\u5584\u3092\u4e00\u3064\u306e\u8cac\u4efb\u7bc4\u56f2\u3068\u3057\u3066\u8aac\u660e\u3067\u304d\u308b\u958b\u767a\u4f1a\u793e\u3084\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u691c\u7d22\u6280\u8853\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u9023\u643a\u306e\u4e21\u65b9\u3092\u78ba\u8a8d\u3057\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5019\u88dc\u5148\u306b\u306f\u3001Embedding\u306e\u9078\u5b9a\u7406\u7531\u3001\u65e5\u672c\u8a9e\u306e\u8a55\u4fa1\u65b9\u6cd5\u3001\u30c1\u30e3\u30f3\u30af\u5206\u5272\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3001\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u30d5\u30a3\u30eb\u30bf\u3001Namespace\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306e\u8003\u3048\u65b9\u3092\u8cea\u554f\u3057\u307e\u3059\u3002\u540c\u6642\u306b\u3001EC\u3001POS\u3001CRM\u3001\u5728\u5eab\u3001WMS\u3001\u554f\u3044\u5408\u308f\u305b\u7ba1\u7406\u306a\u3069\u3068\u306e\u9023\u643a\u7d4c\u9a13\u3001API\u3084\u30a4\u30d9\u30f3\u30c8\u9023\u643a\u306e\u8a2d\u8a08\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u623b\u3057\u65b9\u6cd5\u3082\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u6280\u8853\u8cc7\u6599\u306e\u30b5\u30f3\u30d7\u30eb\u3060\u3051\u3067\u306a\u304f\u3001\u5b9f\u969b\u306e\u8a55\u4fa1\u30ec\u30dd\u30fc\u30c8\u3092\u898b\u305b\u3066\u3082\u3089\u3046\u3068\u5224\u65ad\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u6b63\u89e3\u7387\u3060\u3051\u3067\u306a\u304f\u3001\u691c\u7d22\u6210\u529f\u7387\u3001\u30bc\u30ed\u4ef6\u7387\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u3001\u30af\u30ea\u30c3\u30af\u7387\u3001\u8cfc\u8cb7\u7387\u3001\u56de\u7b54\u306e\u6839\u62e0\u63d0\u793a\u7387\u3001\u8aa4\u56de\u7b54\u7387\u3092\u3069\u306e\u3088\u3046\u306b\u8a08\u6e2c\u3057\u305f\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u3092\u6301\u3061\u51fa\u305b\u306a\u3044\u5834\u5408\u306f\u3001\u533f\u540d\u5316\u3057\u305f\u8a55\u4fa1\u30c7\u30fc\u30bf\u3084\u518d\u73fe\u53ef\u80fd\u306a\u30c6\u30b9\u30c8\u624b\u9806\u3092\u6c42\u3081\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u898b\u7a4d\u306f\u4f5c\u696d\u7bc4\u56f2\u3068\u5f93\u91cf\u8ab2\u91d1\u306e\u524d\u63d0\u3092\u5206\u3051\u3066\u6bd4\u8f03\u3057\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

RFP\u306b\u306f\u3001\u5bfe\u8c61\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3001\u30c7\u30fc\u30bf\u4ef6\u6570\u30011\u65e5\u306e\u691c\u7d22\u56de\u6570\u30011\u65e5\u306e\u66f4\u65b0\u4ef6\u6570\u3001\u5e73\u5747\u6587\u66f8\u30b5\u30a4\u30ba\u3001\u8a31\u5bb9\u30ec\u30a4\u30c6\u30f3\u30b7\u3001\u60f3\u5b9a\u30d4\u30fc\u30af\u3001\u9023\u643a\u5148\u3001\u6a29\u9650\u3001\u4fdd\u5b58\u5730\u57df\u3001\u524a\u9664\u8981\u4ef6\u3001\u8a55\u4fa1\u6307\u6a19\u3001\u5e0c\u671b\u30ea\u30ea\u30fc\u30b9\u6642\u671f\u3092\u8a18\u8f09\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u304c\u66d6\u6627\u306a\u307e\u307e\u3067\u306f\u3001\u5404\u793e\u304c\u7570\u306a\u308b\u524d\u63d0\u3067\u898b\u7a4d\u3082\u308b\u305f\u3081\u3001\u91d1\u984d\u3060\u3051\u3092\u6bd4\u3079\u3066\u3082\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n

\u898b\u7a4d\u306f\u8981\u4ef6\u5b9a\u7fa9\u3001PoC\u3001\u30c7\u30fc\u30bf\u6574\u5099\u3001\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u79fb\u884c\u3001\u4fdd\u5b88\u306e\u9805\u76ee\u306b\u5206\u3051\u307e\u3059\u3002Pinecone\u5229\u7528\u6599\u3001Embedding\u30fbLLM\u30fb\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u8cbb\u3001\u30a2\u30d7\u30ea\u57fa\u76e4\u8cbb\u3001\u76e3\u8996\u8cbb\u3092\u5225\u6b04\u306b\u3057\u3001\u5229\u7528\u91cf\u304c\u5897\u3048\u305f\u3068\u304d\u306e\u4e0a\u9650\u3068\u30a2\u30e9\u30fc\u30c8\u3001\u958b\u767a\u4f1a\u793e\u306e\u8ffd\u52a0\u4f5c\u696d\u5358\u4fa1\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u56fa\u5b9a\u8cbb\u3060\u3051\u3067\u306a\u304f\u3001\u6bce\u6708\u306e\u5909\u52d5\u8cbb\u3092\u8aac\u660e\u3067\u304d\u308b\u63d0\u6848\u304c\u671b\u307e\u3057\u3044\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u4fdd\u5b88\u4f53\u5236\u3068\u8cac\u4efb\u5206\u754c\u3092\u5951\u7d04\u524d\u306b\u78ba\u8a8d\u3057\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u672c\u756a\u5316\u5f8c\u306b\u8ab0\u304c\u691c\u7d22\u7cbe\u5ea6\u3092\u6539\u5584\u3059\u308b\u306e\u304b\u3001\u30c7\u30fc\u30bf\u66f4\u65b0\u306e\u5931\u6557\u3092\u8ab0\u304c\u691c\u77e5\u3059\u308b\u306e\u304b\u3001Pinecone\u3084LLM\u306e\u969c\u5bb3\u6642\u306b\u3069\u3053\u307e\u3067\u5fa9\u65e7\u3059\u308b\u306e\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\u969c\u5bb3\u5bfe\u5fdc\u6642\u9593\u3001\u9023\u7d61\u7a93\u53e3\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u304b\u3089\u306e\u5fa9\u5143\u3001\u518d\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3001\u8106\u5f31\u6027\u5bfe\u5fdc\u3001\u5951\u7d04\u7d42\u4e86\u6642\u306e\u30c7\u30fc\u30bf\u8fd4\u5374\u30fb\u6d88\u53bb\u3092SLA\u3084\u904b\u7528\u8a2d\u8a08\u66f8\u306b\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n

\u307e\u305f\u3001PoC\u306e\u6210\u529f\u6761\u4ef6\u3068\u672c\u756a\u79fb\u884c\u306e\u5224\u5b9a\u57fa\u6e96\u3092\u5951\u7d04\u306b\u542b\u3081\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u8a55\u4fa1\u30af\u30a8\u30ea\u306e\u691c\u7d22\u6210\u529f\u7387\u3001\u56de\u7b54\u306e\u6839\u62e0\u63d0\u793a\u7387\u3001\u6700\u5927\u30ec\u30a4\u30c6\u30f3\u30b7\u3001\u66f4\u65b0\u53cd\u6620\u6642\u9593\u3092\u5408\u610f\u3057\u3066\u304a\u3051\u3070\u3001\u300c\u52d5\u304f\u3082\u306e\u304c\u3067\u304d\u305f\u300d\u3060\u3051\u3067\u672c\u756a\u5316\u3059\u308b\u4e8b\u614b\u3092\u9632\u3052\u307e\u3059\u3002\u5c0e\u5165\u5f8c\u306e\u6708\u6b21\u30ec\u30d3\u30e5\u30fc\u3067\u3001\u8cbb\u7528\u3068KPI\u3092\u540c\u6642\u306b\u898b\u76f4\u305b\u308b\u4f53\u5236\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n

\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aPinecone\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n

\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aPinecone\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\n

\u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/strong><\/h2>\n\n\n\n
\n
\n
\"Pinecone\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Pinecone\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u691c\u8a0e\u3059\u308b\u3068\u304d\u306b\u591a\u3044\u7591\u554f\u3078\u56de\u7b54\u3057\u307e\u3059\u3002\u6599\u91d1\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9055\u3044\u3001\u5c0e\u5165\u671f\u9593\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u9806\u306b\u3001\u5224\u65ad\u306b\u5fc5\u8981\u306a\u7d50\u8ad6\u3092\u5148\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

Pinecone\u306f\u901a\u5e38\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3068\u4f55\u304c\u9055\u3044\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Pinecone\u306f\u610f\u5473\u306e\u8fd1\u3055\u3092\u4f7f\u3046\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u306b\u5f37\u304f\u3001\u81ea\u7136\u6587\u3001\u985e\u4f3c\u5546\u54c1\u3001RAG\u306e\u95a2\u9023\u6587\u66f8\u691c\u7d22\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001SKU\u306e\u5b8c\u5168\u4e00\u81f4\u3001\u5728\u5eab\u3084\u4fa1\u683c\u306e\u66f4\u65b0\u3001\u6ce8\u6587\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306f\u3001\u65e2\u5b58\u306eRDB\u3084\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u304c\u62c5\u3044\u307e\u3059\u3002\u4e21\u8005\u3092\u7af6\u5408\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u7528\u9014\u3054\u3068\u306b\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3046\u8a2d\u8a08\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n

\n

Pinecone\u306f\u6708\u984d\u3044\u304f\u3089\u304b\u3089\u5229\u7528\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

2026\u5e748\u6708\u6642\u70b9\u306e\u516c\u958b\u4fa1\u683c\u3067\u306f\u3001Starter\u306f\u7121\u6599\u3001Builder\u306f\u6708\u984d20\u30c9\u30eb\u3001Standard\u306f\u6708\u984d\u6700\u4f4e50\u30c9\u30eb\u3001Enterprise\u306f\u6708\u984d\u6700\u4f4e500\u30c9\u30eb\u3067\u3059\u3002\u5b9f\u969b\u306b\u306f\u8aad\u307f\u66f8\u304d\u3001\u4fdd\u5b58\u3001\u8ee2\u9001\u3001Embedding\u3001\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3001LLM\u3001\u521d\u671f\u53d6\u8fbc\u304c\u52a0\u7b97\u3055\u308c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d3\u30b9\u5229\u7528\u6599\u3060\u3051\u3067\u306a\u304f\u958b\u767a\u30fb\u904b\u7528\u8cbb\u3092\u542b\u3081\u3066\u8a66\u7b97\u3057\u307e\u3059\u3002\u5c0f\u898f\u6a21\u306aPoC\u306f\u7121\u6599\u67a0\u3067\u691c\u8a3c\u3057\u3001\u672c\u756a\u8981\u4ef6\u304c\u56fa\u307e\u3063\u3066\u304b\u3089\u30d7\u30e9\u30f3\u3092\u9078\u3076\u65b9\u6cd5\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\n

Pinecone\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306b\u306f\u3069\u306e\u304f\u3089\u3044\u306e\u671f\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6280\u8853\u691c\u8a3c\u306a\u30891\u301c3\u304b\u6708\u3001\u5c0f\u898f\u6a21\u672c\u756a\u306a\u30893\u301c6\u304b\u6708\u3001\u8907\u6570\u306e\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3092\u3064\u306a\u3050EC\u30fb\u30aa\u30e0\u30cb\u30c1\u30e3\u30cd\u30eb\u6848\u4ef6\u306a\u30896\u301c12\u304b\u6708\u7a0b\u5ea6\u304c\u76ee\u5b89\u3067\u3059\u3002\u30c7\u30fc\u30bf\u6574\u5099\u3001\u6a29\u9650\u8a2d\u8a08\u3001\u8a55\u4fa1\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u305f\u3081\u3001\u5b9f\u88c5\u3060\u3051\u306e\u671f\u9593\u3067\u306f\u5224\u65ad\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u307e\u305a\u4e00\u3064\u306e\u7528\u9014\u3067PoC\u3092\u884c\u3044\u3001\u30c7\u30fc\u30bf\u66f4\u65b0\u3068\u8a55\u4fa1\u306e\u96e3\u6613\u5ea6\u3092\u78ba\u8a8d\u3059\u308b\u3068\u8a08\u753b\u3092\u7acb\u3066\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u9867\u5ba2\u60c5\u5831\u3084\u793e\u5185\u6587\u66f8\u3092Pinecone\u306b\u4fdd\u5b58\u3057\u3066\u3082\u5b89\u5168\u3067\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5b89\u5168\u6027\u306f\u30b5\u30fc\u30d3\u30b9\u540d\u3060\u3051\u3067\u6c7a\u307e\u3089\u305a\u3001\u4fdd\u5b58\u30c7\u30fc\u30bf\u3001\u6a29\u9650\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u5951\u7d04\u3001\u904b\u7528\u306e\u8a2d\u8a08\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002Pinecone\u306eRBAC\u3001\u6697\u53f7\u5316\u3001\u76e3\u67fb\u30ed\u30b0\u3001Private Endpoint\u3001\u9867\u5ba2\u7ba1\u7406\u9375\u306a\u3069\u3092\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u9078\u3073\u3001\u5229\u7528\u8005\u306e\u6a29\u9650\u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u3082\u691c\u8a3c\u3057\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u5229\u7528\u76ee\u7684\u3001\u59d4\u8a17\u3084\u7b2c\u4e09\u8005\u63d0\u4f9b\u3001\u56fd\u5916\u79fb\u8ee2\u3001\u524a\u9664\u8acb\u6c42\u3001\u30ed\u30b0\u3078\u306e\u6df7\u5165\u3092\u6cd5\u52d9\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u3068\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\u307e\u3068\u3081\uff1aPinecone\u306f\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306bAI\u691c\u7d22\u30fb\u63a8\u85a6\u3092\u52a0\u3048\u308b\u57fa\u76e4\u3067\u3059<\/strong><\/h2>\n\n\n\n
\n
\n
\"Pinecone\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u307e\u3068\u3081\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Pinecone\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5546\u54c1\u30fb\u6587\u66f8\u30fb\u884c\u52d5\u5c65\u6b74\u306a\u3069\u3092\u610f\u5473\u691c\u7d22\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001EC\u691c\u7d22\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u3001FAQ\u30c1\u30e3\u30c3\u30c8\u3001\u985e\u4f3c\u691c\u7d22\u3092\u652f\u3048\u308b\u57fa\u76e4\u3067\u3059\u3002Pinecone\u306f\u5728\u5eab\u3001\u4fa1\u683c\u3001\u6ce8\u6587\u3092\u7ba1\u7406\u3059\u308b\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u4ee3\u308f\u308a\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u6b63\u898f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u9867\u5ba2\u30fb\u5e97\u8217\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3057\u3001\u691c\u7d22\u5019\u88dc\u3068\u6700\u65b0\u60c5\u5831\u3092\u5206\u3051\u3066\u6271\u3046\u3053\u3068\u304c\u6210\u529f\u306e\u524d\u63d0\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u5c0e\u5165\u524d\u306b\u62bc\u3055\u3048\u308b3\u3064\u306e\u30dd\u30a4\u30f3\u30c8<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u7b2c\u4e00\u306b\u3001\u76ee\u7684\u3068KPI\u3092\u6c7a\u3081\u3001\u691c\u7d22\u6210\u529f\u7387\u3084\u8cfc\u8cb7\u7387\u3001\u56de\u7b54\u306e\u6839\u62e0\u63d0\u793a\u7387\u306a\u3069\u3092\u6e2c\u308c\u308b\u72b6\u614b\u306b\u3057\u307e\u3059\u3002\u7b2c\u4e8c\u306b\u3001Pinecone\u5229\u7528\u6599\u3001Embedding\u30fbLLM\u8cbb\u3001\u521d\u671f\u958b\u767a\u8cbb\u3001\u904b\u7528\u4fdd\u5b88\u8cbb\u3092\u5206\u3051\u3001\u5229\u7528\u91cf\u306e\u524d\u63d0\u3068\u4e0a\u9650\u3092\u898b\u7a4d\u306b\u8a18\u8f09\u3057\u307e\u3059\u3002\u7b2c\u4e09\u306b\u3001\u6a29\u9650\u7d99\u627f\u3001\u524a\u9664\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3001\u53e4\u3044\u4fa1\u683c\u3084\u5728\u5eab\u306e\u6df7\u5165\u3092\u672c\u756a\u524d\u306e\u30c6\u30b9\u30c8\u9805\u76ee\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

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