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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306b\u5f37\u3044\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc6\u9078\uff5c\u9078\u3073\u65b9\u3082\u89e3\u8aac<\/a>
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u767a\u6ce8\u30fb\u5916\u6ce8\u30ac\u30a4\u30c9\uff5c\u4f9d\u983c\u65b9\u6cd5\u3068\u59d4\u8a17\u5148\u306e\u9078\u3073\u65b9<\/a>
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6d3b\u7528\u4e8b\u4f8b\uff5c\u5be9\u67fb\u30fb\u30b3\u30f3\u30d7\u30e9\u30fb\u9867\u5ba2\u5bfe\u5fdc\u306e\u5b9f\u4f8b<\/a>
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a>
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n
\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6c42\u3081\u3089\u308c\u308b\u80cc\u666f<\/strong>\n<\/h2>\n\n\n\n\n\n![\"\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6c42\u3081\u3089\u308c\u308b\u80cc\u666f\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/24511883-1.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u696d\u754c\u306b\u304a\u3051\u308b\u7af6\u4e89\u74b0\u5883\u306f\u3001\u30d5\u30a3\u30f3\u30c6\u30c3\u30af\u3084\u30cd\u30c3\u30c8\u9280\u884c\u306e\u53f0\u982d\u306b\u3088\u308a\u5927\u304d\u304f\u5909\u5bb9\u3057\u3066\u3044\u307e\u3059\u3002\u5f93\u6765\u306e\u5927\u624b\u91d1\u878d\u6a5f\u95a2\u304c\u8a87\u3063\u3066\u3044\u305f\u5e97\u8217\u7db2\u3084\u4eba\u54e1\u4f53\u5236\u3068\u3044\u3046\u5f37\u307f\u304c\u3001\u30c7\u30b8\u30bf\u30eb\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u65b0\u8208\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u6bd4\u8f03\u306b\u304a\u3044\u3066\u5fc5\u305a\u3057\u3082\u512a\u4f4d\u6027\u3092\u6301\u305f\u306a\u3044\u6642\u4ee3\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u3046\u3057\u305f\u74b0\u5883\u5909\u5316\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u91d1\u878d\u6a5f\u95a2\u3082\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306e\u30c7\u30b8\u30bf\u30eb\u5316\u3068\u9ad8\u5ea6\u5316\u3092\u6025\u3044\u3067\u3044\u307e\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u30c7\u30b8\u30bf\u30eb\u5316\u306e\u4e2d\u6838\u3092\u62c5\u3046\u6280\u8853\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u898f\u5236\u5bfe\u5fdc\u3068\u30ea\u30b9\u30af\u7ba1\u7406\u306e\u9ad8\u5ea6\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u306f\u3001\u30de\u30cd\u30fc\u30ed\u30fc\u30f3\u30c0\u30ea\u30f3\u30b0\u9632\u6b62\uff08AML\uff09\u3001\u672c\u4eba\u78ba\u8a8d\uff08KYC\uff09\u3001\u5404\u7a2e\u5831\u544a\u7fa9\u52d9\u306a\u3069\u3001\u4ed6\u696d\u754c\u3068\u6bd4\u8f03\u3057\u3066\u6975\u3081\u3066\u53b3\u3057\u3044\u898f\u5236\u74b0\u5883\u306e\u4e2d\u3067\u696d\u52d9\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6cd5\u4ee4\u9075\u5b88\u696d\u52d9\u306f\u4eba\u54e1\u96c6\u7d04\u7684\u3067\u3042\u308a\u3001\u30d9\u30c6\u30e9\u30f3\u62c5\u5f53\u8005\u306e\u7d4c\u9a13\u306b\u4f9d\u5b58\u3057\u305f\u624b\u4f5c\u696d\u304c\u591a\u304f\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3053\u308c\u3089\u306e\u898f\u5236\u5bfe\u5fdc\u696d\u52d9\u3092\u81ea\u5f8b\u7684\u306b\u51e6\u7406\u3057\u3001\u4eba\u7684\u30df\u30b9\u3092\u6e1b\u3089\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u901f\u5ea6\u3092\u9ad8\u3081\u308b\u624b\u6bb5\u3068\u3057\u3066\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
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\n\u696d\u754c\u5168\u4f53\u306eDX\u52a0\u901f\u3068\u4eba\u6750\u4e0d\u8db3\u3078\u306e\u5bfe\u5fdc<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5c11\u5b50\u9ad8\u9f62\u5316\u306b\u3088\u308b\u52b4\u50cd\u529b\u4eba\u53e3\u306e\u6e1b\u5c11\u306f\u3001\u91d1\u878d\u6a5f\u95a2\u306b\u304a\u3044\u3066\u3082\u6df1\u523b\u306a\u4eba\u6750\u4e0d\u8db3\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u5be9\u67fb\u30fb\u4e8b\u52d9\u7cfb\u696d\u52d9\u3092\u62c5\u3046\u30d9\u30c6\u30e9\u30f3\u4eba\u6750\u306e\u5b9a\u5e74\u9000\u8077\u304c\u76f8\u6b21\u3050\u4e2d\u3001\u696d\u52d9\u77e5\u8b58\u306e\u7d99\u627f\u3068\u751f\u7523\u6027\u7dad\u6301\u306e\u53cc\u65b9\u3092\u62c5\u3046\u4ed5\u7d44\u307f\u3068\u3057\u3066AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u306e\u671f\u5f85\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u719f\u7df4\u62c5\u5f53\u8005\u304c\u884c\u3063\u3066\u304d\u305f\u8907\u96d1\u306a\u5224\u65ad\u30d7\u30ed\u30bb\u30b9\u3092\u90e8\u5206\u7684\u306b\u30c7\u30b8\u30bf\u30eb\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u82e5\u624b\u30fb\u4e2d\u5805\u8077\u54e1\u306e\u751f\u7523\u6027\u5411\u4e0a\u306b\u3082\u8ca2\u732e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306b\u304a\u3051\u308b\u4e3b\u8981\u306a\u6d3b\u7528\u4e8b\u4f8b<\/strong>\n<\/h2>\n\n\n\n\n\n![\"\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306b\u304a\u3051\u308b\u4e3b\u8981\u306a\u6d3b\u7528\u4e8b\u4f8b\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2e7c9-2096426.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6d3b\u7528\u306f\u3001\u300c\u5be9\u67fb\u30fb\u4e0e\u4fe1\u5224\u5b9a\u300d\u300c\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u4e0d\u6b63\u691c\u77e5\u300d\u300c\u9867\u5ba2\u5bfe\u5fdc\u30fb\u4fdd\u5168\u30fb\u8acb\u6c42\u7ba1\u7406\u300d\u306e3\u9818\u57df\u3092\u4e2d\u5fc3\u306b\u5b9f\u88c5\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u3044\u305a\u308c\u306e\u9818\u57df\u306b\u304a\u3044\u3066\u3082\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u6700\u7d42\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u4eba\u9593\u304c\u884c\u3046\u300cHuman-in-the-Loop\u300d\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u60c5\u5831\u306e\u6574\u7406\u30fb\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30fb\u4e0b\u66f8\u304d\u4f5c\u6210\u3092\u62c5\u3046\u3053\u3068\u3067\u62c5\u5f53\u8005\u306e\u8ca0\u62c5\u3092\u5927\u304d\u304f\u8efd\u6e1b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u5be9\u67fb\u30fb\u4e0e\u4fe1\u5224\u5b9a\u306e\u81ea\u5f8b\u7684\u60c5\u5831\u6574\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u4f4f\u5b85\u30ed\u30fc\u30f3\u306e\u4e8b\u524d\u5be9\u67fb\u3084\u6cd5\u4eba\u878d\u8cc7\u5be9\u67fb\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u7533\u8fbc\u66f8\u30fb\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u30fb\u52e4\u52d9\u5148\u60c5\u5831\u30fb\u5e74\u53ce\u30fb\u6c7a\u7b97\u66f8\u30fb\u901a\u5e33\u5c65\u6b74\u306a\u3069\u3092\u6a2a\u65ad\u7684\u306b\u8aad\u307f\u53d6\u308a\u3001\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3059\u3079\u304d\u8ad6\u70b9\u3092\u4e00\u89a7\u5316\u3057\u307e\u3059\u3002\u6cd5\u4eba\u306e\u65b0\u898f\u53d6\u5f15\u3067\u306f\u767b\u8a18\u60c5\u5831\u30fb\u5b9f\u8cea\u7684\u652f\u914d\u8005\u30fb\u4e8b\u696d\u5185\u5bb9\u3092\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3057\u3001\u5fc5\u8981\u66f8\u985e\u306e\u4e0d\u8db3\u3084\u8981\u78ba\u8a8d\u9805\u76ee\u3092\u81ea\u52d5\u62bd\u51fa\u3057\u307e\u3059\u3002\u4fdd\u967a\u5f15\u53d7\u306b\u304a\u3044\u3066\u3082\u3001\u7533\u8fbc\u66f8\u30fb\u544a\u77e5\u66f8\u30fb\u65e2\u5951\u7d04\u60c5\u5831\u3092\u5143\u306b\u544a\u77e5\u5185\u5bb9\u306e\u672a\u8a18\u5165\u9805\u76ee\u3084\u65e2\u5b58\u5951\u7d04\u3068\u306e\u4fdd\u969c\u91cd\u8907\u306a\u3069\u3092\u7a81\u5408\u3057\u3001\u5f15\u53d7\u4e0a\u306e\u6ce8\u610f\u70b9\u3092\u63d0\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
AI-OCR\u3068RPA\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u66f8\u985e\u51e6\u7406\u306b\u4f34\u3046\u4e8b\u52d9\u5de5\u6570\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u5be9\u67fb\u524d\u51e6\u7406\u306b\u304a\u3051\u308b\u62c5\u5f53\u8005\u306e\u8ca0\u62c5\u309250%\u4ee5\u4e0a\u524a\u6e1b\u3057\u305f\u4e8b\u4f8b\u3082\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b9\u30d4\u30fc\u30c9\u306e\u6c42\u3081\u3089\u308c\u308b\u4e0e\u4fe1\u5be9\u67fb\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u524d\u51e6\u7406\u306e\u81ea\u52d5\u5316\u306f\u7af6\u4e89\u512a\u4f4d\u6027\u306e\u5411\u4e0a\u306b\u3082\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u4e0d\u6b63\u691c\u77e5\u306e\u9ad8\u5ea6\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAML\u3084KYC\u306e\u9818\u57df\u3067\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u3092\u7528\u3044\u305f\u672c\u4eba\u78ba\u8a8d\u507d\u88c5\u3084\u3001AML\u691c\u77e5\u30ed\u30b8\u30c3\u30af\u3092\u56de\u907f\u3059\u308b\u9ad8\u5ea6\u306a\u30de\u30cd\u30ed\u30f3\u624b\u6cd5\u306a\u3069\u3001\u653b\u6483\u5074\u306e\u6280\u8853\u304c\u6025\u901f\u306b\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3053\u308c\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u30011\u56de\u3042\u305f\u308a\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304c\u5831\u544a\u7fa9\u52d9\u57fa\u6e96\u5024\u3092\u4e0b\u56de\u308b\u3088\u3046\u610f\u56f3\u7684\u306b\u7d30\u5206\u5316\u3055\u308c\u305f\u9001\u91d1\u30d1\u30bf\u30fc\u30f3\u3067\u3082\u3001\u9ad8\u30ea\u30b9\u30af\u5730\u57df\u304b\u3089\u306e\u9001\u91d1\u5c65\u6b74\u3084\u4e0d\u5229\u76ca\u60c5\u5831\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306e\u7167\u5408\u3092\u7dcf\u5408\u7684\u306b\u5224\u65ad\u3057\u3066\u30ea\u30b9\u30af\u30d5\u30e9\u30b0\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u793e\u5185\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u89b3\u70b9\u3067\u306f\u3001\u7d4c\u7406\u53d6\u5f15\u30c7\u30fc\u30bf\u306e\u7570\u5e38\u50be\u5411\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u6790\u3057\u3001\u5185\u90e8\u4e0d\u6b63\u306e\u4e88\u5146\u3092\u6349\u3048\u3066\u30ea\u30b9\u30af\u30a2\u30e9\u30fc\u30c8\u3092\u51fa\u3059\u81ea\u5f8b\u7684\u306a\u76e3\u8996\u5f79\u3068\u3057\u3066\u3082\u6a5f\u80fd\u3057\u307e\u3059\u3002\u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u91d1\u878d\u30c7\u30fc\u30bf\u6d3b\u7528\u63a8\u9032\u5354\u4f1a\uff08FDUA\uff09\u3067\u306f\u300c\u91d1\u878d\u751f\u6210AI\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\u30922024\u5e744\u6708\u306b\u7b56\u5b9a\u3057\u3001\u5404\u6a5f\u95a2\u304c\u793e\u5185\u6307\u91dd\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u3057\u3066\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u9867\u5ba2\u5bfe\u5fdc\u30fb\u5951\u7d04\u4fdd\u5168\u30fb\u4e8b\u6545\u8acb\u6c42\u7ba1\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30d5\u30ed\u30f3\u30c8\u30aa\u30d5\u30a3\u30b9\u3067\u306e\u9867\u5ba2\u5bfe\u5fdc\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u7d04\u6b3e\u30fbFAQ\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u5546\u54c1\u30eb\u30fc\u30eb\u3092\u691c\u7d22\u3057\u3001\u6700\u9069\u306a\u56de\u7b54\u6848\u3092\u4f5c\u6210\u3057\u3066\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306b\u63d0\u793a\u3057\u307e\u3059\u3002\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306f\u6587\u9762\u3092\u78ba\u8a8d\u30fb\u8abf\u6574\u3057\u3066\u9001\u4fe1\u3059\u308b\u305f\u3081\u3001\u5bfe\u5fdc\u30b9\u30d4\u30fc\u30c9\u3068\u56de\u7b54\u54c1\u8cea\u306e\u53cc\u65b9\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002\u554f\u3044\u5408\u308f\u305b\u4ef6\u6570\u306e\u524a\u6e1b\u3084\u9867\u5ba2\u5bfe\u5fdc\u6642\u9593\u306e\u6a19\u6e96\u5316\u3092\u5b9f\u73fe\u3057\u305f\u4e8b\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4fdd\u967a\u91d1\u8acb\u6c42\u30fb\u4e8b\u6545\u53d7\u4ed8\u3067\u306f\u3001\u4e8b\u6545\u306e\u65e5\u6642\u30fb\u5834\u6240\u30fb\u76f8\u624b\u65b9\u306e\u6709\u7121\u30fb\u8b66\u5bdf\u5c4a\u51fa\u30fb\u4fee\u7406\u898b\u7a4d\u30fb\u901a\u9662\u60c5\u5831\u306a\u3069\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6574\u7406\u3057\u3001\u5951\u7d04\u60c5\u5831\u3084\u514d\u8cac\u4e8b\u7531\u3068\u81ea\u52d5\u3067\u7a81\u5408\u3057\u3066\u88dc\u511f\u53ef\u5426\u3068\u5fc5\u8981\u66f8\u985e\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u5951\u7d04\u4fdd\u5168\u696d\u52d9\u306b\u304a\u3044\u3066\u306f\u3001\u4f4f\u6240\u30fb\u540d\u7fa9\u5909\u66f4\u306b\u4ed8\u968f\u3059\u308b\u8ffd\u52a0\u66f8\u985e\u306e\u6d17\u3044\u51fa\u3057\u3084\u3001\u6e80\u671f\u30fb\u66f4\u65b0\u304c\u8fd1\u3065\u304f\u5951\u7d04\u3078\u306e\u55b6\u696d\u62c5\u5f53\u8005\u5411\u3051\u30bf\u30b9\u30af\u30ea\u30b9\u30c8\u751f\u6210\u3068\u9867\u5ba2\u30d5\u30a9\u30ed\u30fc\u6587\u9762\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u307e\u3067\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bc\u6d3b\u7528\u4e8b\u4f8b\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6d3b\u7528\u4e8b\u4f8b\uff5c\u5be9\u67fb\u30fb\u30b3\u30f3\u30d7\u30e9\u30fb\u9867\u5ba2\u5bfe\u5fdc\u306e\u5b9f\u4f8b<\/a><\/p>\n\n\n\n\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9<\/strong>\n<\/h2>\n\n\n\n\n\n![\"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/22920360.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306f\u3001\u696d\u754c\u56fa\u6709\u306e\u898f\u5236\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u3092\u8003\u616e\u3057\u305f\u9032\u3081\u65b9\u304c\u5fc5\u8981\u3067\u3059\u3002\u91d1\u878d\u5e81\u304c\u793a\u3059\u300c\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u306a\u3044\u30ea\u30b9\u30af\u300d\u3078\u306e\u8b66\u544a\u3092\u8e0f\u307e\u3048\u308b\u3068\u3001\u5b8c\u74a7\u306a\u6e96\u5099\u3092\u5f85\u3063\u3066\u304b\u3089\u4e00\u6c17\u306b\u5168\u793e\u5c55\u958b\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30ea\u30b9\u30af\u304c\u9650\u5b9a\u7684\u306a\u9818\u57df\u304b\u3089\u5c0f\u3055\u304f\u59cb\u3081\u3066\u6bb5\u968e\u7684\u306b\u62e1\u5927\u3059\u308b\u300c\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u30fb\u30af\u30a4\u30c3\u30af\u30a6\u30a3\u30f3\u300d\u306e\u9032\u3081\u65b9\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\nPoC\u304b\u3089\u59cb\u3081\u308b\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306e\u91cd\u8981\u6027<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u300c2\u9031\u9593\u300d\u3092\u76ee\u5b89\u306bPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u306b\u7740\u624b\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002\u5bfe\u8c61\u306f\u793e\u5185\u898f\u5b9a\u30fb\u5546\u54c1\u8aac\u660e\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u691c\u7d22\u3084\u5b9a\u578b\u30e1\u30fc\u30eb\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u306a\u3069\u3001\u30ea\u30b9\u30af\u304c\u6700\u3082\u9650\u5b9a\u7684\u306a\u9818\u57df\u304c\u9069\u5207\u3067\u3059\u3002PoC\u306e\u5951\u7d04\u3067\u306f\u300c\u6e96\u59d4\u4efb\u5951\u7d04\u300d\u3092\u9078\u629e\u3057\u3066\u8981\u4ef6\u5b9a\u7fa9\u306e\u5909\u66f4\u3092\u67d4\u8edf\u306b\u5438\u53ce\u3057\u3064\u3064\u3001\u958b\u59cb\u524d\u306b\u300c\u8a55\u4fa1\u3059\u3079\u304d\u30e2\u30c7\u30eb\u7cbe\u5ea6\u3068\u672c\u756a\u5316\u306e\u5408\u683c\u5224\u5b9a\u57fa\u6e96\uff08\u4f8b\uff1a\u6b63\u7b54\u738785%\u4ee5\u4e0a\uff09\u300d\u3092\u30d9\u30f3\u30c0\u30fc\u3068\u66f8\u9762\u3067\u5408\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
PoC\u306e\u7d50\u679c\u3092\u8a55\u4fa1\u57fa\u6e96\u306b\u57fa\u3065\u3044\u3066\u5224\u65ad\u3057\u3001\u5408\u683c\u3059\u308c\u3070\u6bb5\u968e\u7684\u306b\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u3084\u878d\u8cc7\u5be9\u67fb\u306a\u3069\u306e\u6838\u5fc3\u696d\u52d9\u3078\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9069\u7528\u7bc4\u56f2\u3092\u62e1\u5f35\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u7684\u62e1\u5927\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u30b3\u30b9\u30c8\u52b9\u7387\u3092\u6700\u5927\u5316\u3057\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u4e21\u7acb\u3055\u305b\u308b\u6700\u5584\u306e\u9032\u3081\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n
\nHuman-in-the-Loop\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u696d\u754c\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u539f\u5247\u304c\u3001\u878d\u8cc7\u5224\u65ad\u30fb\u9867\u5ba2\u5411\u3051\u56de\u7b54\u30fb\u6cd5\u4ee4\u9069\u5408\u6027\u5224\u65ad\u306a\u3069\u306b\u304a\u3051\u308b\u300c\u610f\u601d\u6c7a\u5b9a\u8cac\u4efb\u306f100%\u4eba\u9593\u304c\u62c5\u3046\u300d\u4f53\u5236\u306e\u30b7\u30b9\u30c6\u30e0\u30d5\u30ed\u30fc\u4e0a\u3078\u306e\u7d44\u307f\u8fbc\u307f\u3067\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f79\u5272\u306f\u60c5\u5831\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30fb\u4e0b\u66f8\u304d\u4f5c\u6210\u30fb\u7570\u5e38\u5024\u306e\u30d5\u30e9\u30b0\u4ed8\u4e0e\u306b\u9650\u5b9a\u3057\u3001\u6700\u7d42\u7684\u306a\u53ef\u5426\u6c7a\u5b9a\u306f\u4eba\u9593\u304c\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306eHuman-in-the-Loop\u30e2\u30c7\u30eb\u3092\u5fb9\u5e95\u3059\u308b\u3053\u3068\u3067\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308b\u9867\u5ba2\u30c8\u30e9\u30d6\u30eb\u3084\u9069\u5408\u6027\u539f\u5247\u9055\u53cd\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u9055\u53cd\u304c\u767a\u751f\u3057\u305f\u969b\u306e\u8aac\u660e\u8cac\u4efb\u3092\u62c5\u4fdd\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001RAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3057\u3066\u9867\u5ba2\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3057\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b\u3053\u3068\u3082\u3001\u91d1\u878d\u6a5f\u95a2\u306b\u306f\u5fc5\u9808\u306e\u8981\u4ef6\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9\uff5c\u5c0e\u5165\u30d7\u30ed\u30bb\u30b9\u3068\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8<\/a><\/p>\n\n\n\n\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306b\u5f37\u3044\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong>\n<\/h2>\n\n\n\n\n\n![\"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306b\u5f37\u3044\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/22064697.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u3092\u5916\u90e8\u30d9\u30f3\u30c0\u30fc\u306b\u59d4\u8a17\u3059\u308b\u969b\u306f\u3001\u6280\u8853\u529b\u3060\u3051\u3067\u306a\u304f\u91d1\u878d\u696d\u754c\u56fa\u6709\u306e\u696d\u52d9\u77e5\u8b58\u30fb\u898f\u5236\u5bfe\u5fdc\u7d4c\u9a13\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u3092\u517c\u306d\u5099\u3048\u3066\u3044\u308b\u304b\u3092\u591a\u89d2\u7684\u306b\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u958b\u767a\u306e\u4e0d\u78ba\u5b9f\u6027\u3068\u696d\u52d9\u7406\u89e3\u306e\u5fc5\u8981\u6027\u304b\u3089\u3001\u9078\u5b9a\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u7279\u306b\u614e\u91cd\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30d9\u30f3\u30c0\u30fc\u9078\u5b9a\u3067\u91cd\u8996\u3059\u3079\u304d\u8a55\u4fa1\u57fa\u6e96<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u59d4\u8a17\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u5b9a\u3067\u306f\u3001\u5358\u306b\u904e\u53bb\u306e\u5c0e\u5165\u5b9f\u7e3e\u306e\u7dcf\u91cf\u3092\u898b\u308b\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u300c\u81ea\u793e\u3068\u540c\u898f\u6a21\u30fb\u540c\u696d\u754c\u3067\u3001\u985e\u4f3c\u30c7\u30fc\u30bf\u3092\u6271\u3063\u305f\u7d4c\u9a13\u304c\u3042\u308b\u304b\u300d\u3068\u3044\u3046\u300c\u518d\u73fe\u6027\u306e\u3042\u308b\u6210\u529f\u30d1\u30bf\u30fc\u30f3\u300d\u306e\u6709\u7121\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30e2\u30c7\u30eb\u958b\u767a\u80fd\u529b\u3060\u3051\u3067\u306a\u304f\u3001\u672c\u756a\u79fb\u884c\u5f8c\u306e\u5b89\u5b9a\u7a3c\u50cd\u3092\u898b\u636e\u3048\u305fMLOps\u3084\u3001AI\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u7cbe\u5ea6\u3092\u8a55\u4fa1\u30fb\u7dad\u6301\u3059\u308b\u305f\u3081\u306e\u8a55\u4fa1\u8a2d\u8a08\u306e\u77e5\u898b\u3092\u5b9f\u8a3c\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u307e\u305f\u3001\u512a\u308c\u305f\u30d9\u30f3\u30c0\u30fc\u306f\u63d0\u6848\u66f8\u6bb5\u968e\u306b\u304a\u3044\u3066\u6280\u8853\u7684\u306a\u4eee\u8aac\u3060\u3051\u3067\u306a\u304f\u3001\u60f3\u5b9a\u3055\u308c\u308b\u30e2\u30c7\u30eb\u7cbe\u5ea6\u4e0a\u306e\u30ea\u30b9\u30af\u3068\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u6848\u3092\u3042\u3089\u304b\u3058\u3081\u63d0\u793a\u3057\u307e\u3059\u3002\u9031\u6b21\u5408\u610f\u30d7\u30ed\u30bb\u30b9\u306e\u6709\u7121\u30fb\u8b70\u4e8b\u9332\u306e\u7c92\u5ea6\u30fb\u4ed5\u69d8\u5909\u66f4\u6642\u306e\u30b3\u30b9\u30c8\u7b97\u5b9a\u30eb\u30fc\u30eb\u306e\u900f\u660e\u6027\u3082\u3001\u91cd\u8981\u306a\u5224\u65ad\u6307\u6a19\u3067\u3059\u3002\u4fa1\u683c\u8a55\u4fa1\u3067\u306f\u521d\u671f\u8cbb\u7528\u3060\u3051\u3067\u306a\u304f\u30013\u5e74\u9593\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7dcf\u984d\uff08\u521d\u671f\u8cbb\u7528\u30fb\u5f93\u91cf\u8ab2\u91d1\u30fb\u4fdd\u5b88\u30fb\u6559\u80b2\u30b5\u30dd\u30fc\u30c8\uff09\u3067\u6295\u8cc7\u5bfe\u52b9\u679c\u3092\u7b97\u5b9a\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u5bfe\u5fdc\u529b\u306e\u78ba\u8a8d\u30dd\u30a4\u30f3\u30c8<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306f\u3001\u91d1\u878d\u5e81\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e7410\u6708\u6539\u5b9a\uff09\u3078\u306e\u5bfe\u5fdc\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u306f\u8a55\u4fa1\u9805\u76ee\u304c175\u9805\u76ee\u3078\u62e1\u5145\u3055\u308c\u3066\u304a\u308a\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u5c0e\u5165\u306b\u4f34\u3046\u30b5\u30a4\u30d0\u30fc\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u78ba\u4fdd\u304c\u7fa9\u52d9\u4ed8\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u59d4\u8a17\u30d9\u30f3\u30c0\u30fc\u304c\u3053\u308c\u3089\u306e\u898f\u5236\u8981\u4ef6\u306b\u7cbe\u901a\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n
\u30aa\u30d5\u30b7\u30e7\u30a2\u958b\u767a\u3092\u9078\u629e\u3059\u308b\u5834\u5408\u3084\u5927\u624bSIer\u3092\u4e3b\u5951\u7d04\u8005\u3068\u3059\u308b\u30b1\u30fc\u30b9\u3067\u306f\u3001\u8a00\u8a9e\u30fb\u6642\u5dee\u30fb\u696d\u52d9\u4ed5\u69d8\u3078\u306e\u89e3\u91c8\u306e\u76f8\u9055\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30b3\u30b9\u30c8\u306e\u5897\u5927\u304c\u6df1\u523b\u306a\u30ea\u30b9\u30af\u3068\u306a\u308a\u307e\u3059\u3002\u767a\u6ce8\u4f01\u696d\u3068\u958b\u767a\u30c1\u30fc\u30e0\u306e\u9593\u306b\u65e5\u672c\u8a9e\u30fb\u91d1\u878d\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u30fbAI\u30b9\u30bf\u30c3\u30af\u306e\u53cc\u65b9\u3092\u7406\u89e3\u3059\u308b\u30d6\u30ea\u30c3\u30b8\u30b7\u30b9\u30c6\u30e0\u30a8\u30f3\u30b8\u30cb\u30a2\uff08BSE\uff09\u3092\u5e38\u99d0\u3055\u305b\u308b\u4f53\u5236\u3092\u5fc5\u9808\u8981\u4ef6\u3068\u3057\u3066\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u9078\u3073\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306b\u5f37\u3044\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc6\u9078\uff5c\u9078\u3073\u65b9\u3082\u89e3\u8aac<\/a><\/p>\n\n\n\n\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306e\u8cbb\u7528\u76f8\u5834<\/strong>\n<\/h2>\n\n\n\n\n\n![\"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306e\u8cbb\u7528\u76f8\u5834\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2540984.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306b\u304a\u3051\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u8cbb\u7528\u306f\u3001\u69cb\u7bc9\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u898f\u6a21\u30fb\u6a5f\u80fd\u8981\u4ef6\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6c34\u6e96\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u5358\u306a\u308b\u521d\u671f\u69cb\u7bc9\u8cbb\u7528\u3060\u3051\u3067\u306a\u304f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u30fb\u9577\u671f\u7684\u306a\u4fdd\u5b88\u904b\u7528\u30fb\u30e9\u30a4\u30bb\u30f3\u30b9\u8cbb\u7528\u3092\u542b\u3081\u305f\u7dcf\u6240\u6709\u30b3\u30b9\u30c8\uff08TCO\uff09\u306e\u89b3\u70b9\u304b\u3089\u7dcf\u5408\u7684\u306b\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u898f\u6a21\u5225\u306e\u958b\u767a\u8cbb\u7528\u76ee\u5b89<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u958b\u767a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u898f\u6a21\u306f\u6982\u306d4\u6bb5\u968e\u306b\u5206\u985e\u3055\u308c\u307e\u3059\u3002\u307e\u305a\u3001\u6c4e\u7528API\u3092\u6d3b\u7528\u3057\u305f\u6700\u5c0f\u898f\u6a21\u306e\u958b\u767a\u3067\u306f\u521d\u671f\u8cbb\u7528\u3068\u3057\u3066500\u4e07\u301c1,000\u4e07\u5186\u7a0b\u5ea6\u304c\u76ee\u5b89\u3067\u3059\u3002\u7279\u5b9a\u30c9\u30e1\u30a4\u30f3\u306eFAQ\u691c\u7d22\u3084\u8b70\u4e8b\u9332\u81ea\u52d5\u751f\u6210\u30c4\u30fc\u30eb\u306a\u3069\u5c0f\u898f\u6a21\u958b\u767a\u3067\u306f1,000\u4e07\u301c5,000\u4e07\u5186\u7a0b\u5ea6\u3068\u306a\u308a\u307e\u3059\u3002\u8907\u96d1\u306a\u5bfe\u8a71\u578bAI\u3084\u878d\u8cc7\u5224\u65ad\u5411\u3051\u306e\u4e88\u6e2c\u5206\u6790AI\u306a\u3069\u4e2d\u898f\u6a21\u958b\u767a\u3067\u306f1\u5104\u301c3\u5104\u5186\u7a0b\u5ea6\u3001\u91d1\u878d\u53d6\u5f15\u5168\u4f53\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3084\u5168\u793e\u898f\u6a21\u306e\u81ea\u5f8b\u578b\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u5927\u898f\u6a21\u958b\u767a\u3067\u306f5\u5104\u5186\u4ee5\u4e0a\u306e\u6295\u8cc7\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
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\n\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3068\u8cbb\u7528\u3092\u6291\u3048\u308b\u30dd\u30a4\u30f3\u30c8<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u521d\u671f\u958b\u767a\u8cbb\u7528\u306b\u52a0\u3048\u3066\u3001\u7d99\u7d9a\u7684\u306b\u304b\u304b\u308b\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3068\u3057\u3066\u4ee5\u4e0b\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u30b5\u30fc\u30d0\u30fc\u30fb\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u4f7f\u7528\u6599\u3068\u3057\u3066\u6708\u984d5\u4e07\u301c100\u4e07\u5186\u3001AI\u30e2\u30c7\u30eb\u306e\u518d\u5b66\u7fd2\u8cbb\u7528\u3068\u3057\u3066\u5e74\u984d50\u4e07\u301c500\u4e07\u5186\u3001\u30b7\u30b9\u30c6\u30e0\u4fdd\u5b88\u30fb\u6539\u4fee\u8cbb\u3068\u3057\u3066\u6708\u984d50\u4e07\u301c500\u4e07\u5186\u304c\u76ee\u5b89\u3067\u3059\u3002\u307e\u305f\u91d1\u878d\u6a5f\u95a2\u7279\u6709\u306e\u30b3\u30b9\u30c8\u3068\u3057\u3066\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\uff08\u30b9\u30c8\u30ec\u30fc\u30b8\u30fb\u6697\u53f7\u5316\u30fb\u76e3\u67fb\u7b49\uff09\u306b\u6708\u984d50\u4e07\u301c1,000\u4e07\u5186\u306e\u5e45\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306e\u8cbb\u7528\u76f8\u5834\uff5c\u898b\u7a4d\u3082\u308a\u5185\u8a33\u3068\u30b3\u30b9\u30c8\u3092\u6291\u3048\u308b\u30b3\u30c4<\/a><\/p>\n\n\n\n\n\u767a\u6ce8\u30fb\u5916\u6ce8\u306e\u9032\u3081\u65b9\u3068\u5951\u7d04\u5f62\u614b\u306e\u9078\u3073\u65b9<\/strong>\n<\/h2>\n\n\n\n\n\n![\"\u767a\u6ce8\u30fb\u5916\u6ce8\u306e\u9032\u3081\u65b9\u3068\u5951\u7d04\u5f62\u614b\u306e\u9078\u3073\u65b9\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/2404190.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306e\u5916\u90e8\u59d4\u8a17\u306b\u304a\u3044\u3066\u3001\u5951\u7d04\u5f62\u614b\u306e\u9078\u3073\u65b9\u306f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6210\u5426\u3092\u5de6\u53f3\u3059\u308b\u91cd\u8981\u306a\u5224\u65ad\u3067\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306f\u78ba\u7387\u7684\u306a\u6319\u52d5\u3092\u4f34\u3046\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u53d6\u308a\u6271\u3046\u6027\u8cea\u4e0a\u3001\u5f93\u6765\u306e\u30a6\u30a9\u30fc\u30bf\u30fc\u30d5\u30a9\u30fc\u30eb\u578b\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306b\u304a\u3051\u308b\u5b8c\u6210\u8cac\u4efb\u3092\u305d\u306e\u307e\u307e\u9069\u7528\u3059\u308b\u3068\u3001\u30d9\u30f3\u30c0\u30fc\u304c\u904e\u5270\u306b\u30ea\u30b9\u30af\u3092\u8b66\u6212\u3057\u3066\u898b\u7a4d\u308a\u304c\u9ad8\u9a30\u3059\u308b\u304b\u3001\u8a34\u8a1f\u30ea\u30b9\u30af\u3092\u62b1\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u304b\u306d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
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<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
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\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\u25bc\u30c6\u30fc\u30de\u5225\u306e\u8a73\u3057\u3044\u89e3\u8aac
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306e\u8cbb\u7528\u76f8\u5834\uff5c\u898b\u7a4d\u3082\u308a\u5185\u8a33\u3068\u30b3\u30b9\u30c8\u3092\u6291\u3048\u308b\u30b3\u30c4<\/a>
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u682a\u5f0f\u4f1a\u793eripla\u3067\u306f\u3001IT\u4e8b\u696d\u4f1a\u793e\u51fa\u8eab\u306e\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u304c\u300cImpact-Driven\u578b\u652f\u63f4\u300d\u3092\u901a\u3058\u3066\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u3084\u30b7\u30b9\u30c6\u30e0\u306e\u7d0d\u54c1\u30fb\u63d0\u4f9b\u3092\u76ee\u7684\u3068\u305b\u305a\u3001\u304a\u5ba2\u69d8\u3068\u540c\u3058\u76ee\u7dda\u3067\u3001\u4e8b\u696d\u6210\u679c\u306e\u9054\u6210\u3092\u30b4\u30fc\u30eb\u3068\u3057\u3066\u3001\u9ad8\u54c1\u8cea\u306aDX\/\u958b\u767a\u652f\u63f4\u3092\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\n![\"\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-08-150644-1024x359.png\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u307e\u305f\u3001\u5f53\u793e\u72ec\u81ea\u306e\u958b\u767a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u300cBox\u30b7\u30ea\u30fc\u30ba\u300d\u306b\u3088\u308b\u6a19\u6e96\u6a5f\u80fd\u306e\u9ad8\u901f\u958b\u767a\u3068\u3001AI\u99c6\u52d5\u958b\u767a\u306e\u72ec\u81ea\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300cGoDD\u300d\u306b\u3088\u308b\u72ec\u81ea\u6a5f\u80fd\u306eAI\u5b9f\u88c5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f4e\u30b3\u30b9\u30c8\u30fb\u77ed\u671f\u9593\u3067\u958b\u767a\u3092\u5b9f\u73fe\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\n![\"\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-1024x369.png\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u3082\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u306b\u95a2\u3059\u308b\u3054\u8981\u671b\u304c\u3054\u3056\u3044\u307e\u3057\u305f\u3089\u3001\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/a><\/p>\n\n\n\n\n\u682a\u5f0f\u4f1a\u793eripla\u306e\u4f1a\u793eHP\u306f\u3053\u3061\u3089<\/strong><\/a><\/div>\n<\/div>\n\n\n\n\u30fb\u30b5\u30fc\u30d3\u30b9\u6982\u8981\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
\u30fb\u304a\u554f\u5408\u305b\u30da\u30fc\u30b8\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
\u30fb\u304a\u5f79\u7acb\u3061\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 >>><\/a><\/p>\n<\/div>\n\n\n\n![\"\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-02-27-145451.png\")
<\/a><\/figure>\n\n\n\n\n \u57f7\u7b46\u8005\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\n <\/div>\n\n\n ![\"\u5f35\u7530\u8c37\u51cc\u592e\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/03\/\u30d7\u30ed\u30d5\u753b\u50cf.png\")
\n <\/div>\n\n\n \u5f35\u7530\u8c37\u51cc\u592e\n <\/div>\n\n \u682a\u5f0f\u4f1a\u793eripla \u4ee3\u8868\u53d6\u7de0\u5f79CEO\u3068\u3057\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u30d1\u30c3\u30b1\u30fc\u30b8\u6d3b\u7528\u3001\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001\u751f\u6210AI\u6d3b\u7528\u3001SaaS\u958b\u767a\u3001\u30a2\u30d7\u30ea\u958b\u767a\u3001EC\u69cb\u7bc9\u306a\u3069\u3001\u5e45\u5e83\u3044\u9818\u57df\u3067\u4f01\u696d\u306eDX\u63a8\u9032\u3068\u4e8b\u696d\u6210\u9577\u3092\u652f\u63f4\u3057\u3066\u3044\u308b\u3002IT\u4e8b\u696d\u4f1a\u793e\u51fa\u8eab\u306e\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u304c\u96c6\u3046\u682a\u5f0f\u4f1a\u793eripla\u306b\u304a\u3044\u3066\u3001\u300cImpact-Driven\u578b\u652f\u63f4\u300d\u3092\u63b2\u3052\u3001\u5358\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u7d0d\u54c1\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u540c\u3058\u76ee\u7dda\u3067\u4e8b\u696d\u6210\u679c\u306e\u5b9f\u73fe\u306b\u5411\u3051\u305f\u4f34\u8d70\u652f\u63f4\u3092\u884c\u3046\u3002\u65e9\u7a32\u7530\u5927\u5b66\u5352\u696d\u5f8c\u3001\u30e9\u30af\u30b9\u30eb\u682a\u5f0f\u4f1a\u793e\u3001LINE\u30e4\u30d5\u30fc\u682a\u5f0f\u4f1a\u793e\u306b\u3066\u4e8b\u696d\u958b\u767a\u3084DX\u63a8\u9032\u306a\u3069\u306b\u5f93\u4e8b\u3057\u305f\u5f8c\u3001\u682a\u5f0f\u4f1a\u793eripla\u3092\u5275\u696d\u3002\n <\/p>\n<\/p>\n<\/div>\n<\/div>\n<\/div>\n
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AI-OCR\u3068RPA\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u66f8\u985e\u51e6\u7406\u306b\u4f34\u3046\u4e8b\u52d9\u5de5\u6570\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u5be9\u67fb\u524d\u51e6\u7406\u306b\u304a\u3051\u308b\u62c5\u5f53\u8005\u306e\u8ca0\u62c5\u309250%\u4ee5\u4e0a\u524a\u6e1b\u3057\u305f\u4e8b\u4f8b\u3082\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b9\u30d4\u30fc\u30c9\u306e\u6c42\u3081\u3089\u308c\u308b\u4e0e\u4fe1\u5be9\u67fb\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u524d\u51e6\u7406\u306e\u81ea\u52d5\u5316\u306f\u7af6\u4e89\u512a\u4f4d\u6027\u306e\u5411\u4e0a\u306b\u3082\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u4e0d\u6b63\u691c\u77e5\u306e\u9ad8\u5ea6\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAML\u3084KYC\u306e\u9818\u57df\u3067\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u3092\u7528\u3044\u305f\u672c\u4eba\u78ba\u8a8d\u507d\u88c5\u3084\u3001AML\u691c\u77e5\u30ed\u30b8\u30c3\u30af\u3092\u56de\u907f\u3059\u308b\u9ad8\u5ea6\u306a\u30de\u30cd\u30ed\u30f3\u624b\u6cd5\u306a\u3069\u3001\u653b\u6483\u5074\u306e\u6280\u8853\u304c\u6025\u901f\u306b\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3053\u308c\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u30011\u56de\u3042\u305f\u308a\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304c\u5831\u544a\u7fa9\u52d9\u57fa\u6e96\u5024\u3092\u4e0b\u56de\u308b\u3088\u3046\u610f\u56f3\u7684\u306b\u7d30\u5206\u5316\u3055\u308c\u305f\u9001\u91d1\u30d1\u30bf\u30fc\u30f3\u3067\u3082\u3001\u9ad8\u30ea\u30b9\u30af\u5730\u57df\u304b\u3089\u306e\u9001\u91d1\u5c65\u6b74\u3084\u4e0d\u5229\u76ca\u60c5\u5831\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306e\u7167\u5408\u3092\u7dcf\u5408\u7684\u306b\u5224\u65ad\u3057\u3066\u30ea\u30b9\u30af\u30d5\u30e9\u30b0\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u793e\u5185\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u89b3\u70b9\u3067\u306f\u3001\u7d4c\u7406\u53d6\u5f15\u30c7\u30fc\u30bf\u306e\u7570\u5e38\u50be\u5411\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u6790\u3057\u3001\u5185\u90e8\u4e0d\u6b63\u306e\u4e88\u5146\u3092\u6349\u3048\u3066\u30ea\u30b9\u30af\u30a2\u30e9\u30fc\u30c8\u3092\u51fa\u3059\u81ea\u5f8b\u7684\u306a\u76e3\u8996\u5f79\u3068\u3057\u3066\u3082\u6a5f\u80fd\u3057\u307e\u3059\u3002\u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u91d1\u878d\u30c7\u30fc\u30bf\u6d3b\u7528\u63a8\u9032\u5354\u4f1a\uff08FDUA\uff09\u3067\u306f\u300c\u91d1\u878d\u751f\u6210AI\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\u30922024\u5e744\u6708\u306b\u7b56\u5b9a\u3057\u3001\u5404\u6a5f\u95a2\u304c\u793e\u5185\u6307\u91dd\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u3057\u3066\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u9867\u5ba2\u5bfe\u5fdc\u30fb\u5951\u7d04\u4fdd\u5168\u30fb\u4e8b\u6545\u8acb\u6c42\u7ba1\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30d5\u30ed\u30f3\u30c8\u30aa\u30d5\u30a3\u30b9\u3067\u306e\u9867\u5ba2\u5bfe\u5fdc\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u7d04\u6b3e\u30fbFAQ\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u5546\u54c1\u30eb\u30fc\u30eb\u3092\u691c\u7d22\u3057\u3001\u6700\u9069\u306a\u56de\u7b54\u6848\u3092\u4f5c\u6210\u3057\u3066\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306b\u63d0\u793a\u3057\u307e\u3059\u3002\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306f\u6587\u9762\u3092\u78ba\u8a8d\u30fb\u8abf\u6574\u3057\u3066\u9001\u4fe1\u3059\u308b\u305f\u3081\u3001\u5bfe\u5fdc\u30b9\u30d4\u30fc\u30c9\u3068\u56de\u7b54\u54c1\u8cea\u306e\u53cc\u65b9\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002\u554f\u3044\u5408\u308f\u305b\u4ef6\u6570\u306e\u524a\u6e1b\u3084\u9867\u5ba2\u5bfe\u5fdc\u6642\u9593\u306e\u6a19\u6e96\u5316\u3092\u5b9f\u73fe\u3057\u305f\u4e8b\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4fdd\u967a\u91d1\u8acb\u6c42\u30fb\u4e8b\u6545\u53d7\u4ed8\u3067\u306f\u3001\u4e8b\u6545\u306e\u65e5\u6642\u30fb\u5834\u6240\u30fb\u76f8\u624b\u65b9\u306e\u6709\u7121\u30fb\u8b66\u5bdf\u5c4a\u51fa\u30fb\u4fee\u7406\u898b\u7a4d\u30fb\u901a\u9662\u60c5\u5831\u306a\u3069\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6574\u7406\u3057\u3001\u5951\u7d04\u60c5\u5831\u3084\u514d\u8cac\u4e8b\u7531\u3068\u81ea\u52d5\u3067\u7a81\u5408\u3057\u3066\u88dc\u511f\u53ef\u5426\u3068\u5fc5\u8981\u66f8\u985e\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u5951\u7d04\u4fdd\u5168\u696d\u52d9\u306b\u304a\u3044\u3066\u306f\u3001\u4f4f\u6240\u30fb\u540d\u7fa9\u5909\u66f4\u306b\u4ed8\u968f\u3059\u308b\u8ffd\u52a0\u66f8\u985e\u306e\u6d17\u3044\u51fa\u3057\u3084\u3001\u6e80\u671f\u30fb\u66f4\u65b0\u304c\u8fd1\u3065\u304f\u5951\u7d04\u3078\u306e\u55b6\u696d\u62c5\u5f53\u8005\u5411\u3051\u30bf\u30b9\u30af\u30ea\u30b9\u30c8\u751f\u6210\u3068\u9867\u5ba2\u30d5\u30a9\u30ed\u30fc\u6587\u9762\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u307e\u3067\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bc\u6d3b\u7528\u4e8b\u4f8b\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6d3b\u7528\u4e8b\u4f8b\uff5c\u5be9\u67fb\u30fb\u30b3\u30f3\u30d7\u30e9\u30fb\u9867\u5ba2\u5bfe\u5fdc\u306e\u5b9f\u4f8b<\/a><\/p>\n\n\n\n\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306f\u3001\u696d\u754c\u56fa\u6709\u306e\u898f\u5236\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u3092\u8003\u616e\u3057\u305f\u9032\u3081\u65b9\u304c\u5fc5\u8981\u3067\u3059\u3002\u91d1\u878d\u5e81\u304c\u793a\u3059\u300c\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u306a\u3044\u30ea\u30b9\u30af\u300d\u3078\u306e\u8b66\u544a\u3092\u8e0f\u307e\u3048\u308b\u3068\u3001\u5b8c\u74a7\u306a\u6e96\u5099\u3092\u5f85\u3063\u3066\u304b\u3089\u4e00\u6c17\u306b\u5168\u793e\u5c55\u958b\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30ea\u30b9\u30af\u304c\u9650\u5b9a\u7684\u306a\u9818\u57df\u304b\u3089\u5c0f\u3055\u304f\u59cb\u3081\u3066\u6bb5\u968e\u7684\u306b\u62e1\u5927\u3059\u308b\u300c\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u30fb\u30af\u30a4\u30c3\u30af\u30a6\u30a3\u30f3\u300d\u306e\u9032\u3081\u65b9\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\nPoC\u304b\u3089\u59cb\u3081\u308b\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306e\u91cd\u8981\u6027<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u300c2\u9031\u9593\u300d\u3092\u76ee\u5b89\u306bPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u306b\u7740\u624b\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002\u5bfe\u8c61\u306f\u793e\u5185\u898f\u5b9a\u30fb\u5546\u54c1\u8aac\u660e\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u691c\u7d22\u3084\u5b9a\u578b\u30e1\u30fc\u30eb\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u306a\u3069\u3001\u30ea\u30b9\u30af\u304c\u6700\u3082\u9650\u5b9a\u7684\u306a\u9818\u57df\u304c\u9069\u5207\u3067\u3059\u3002PoC\u306e\u5951\u7d04\u3067\u306f\u300c\u6e96\u59d4\u4efb\u5951\u7d04\u300d\u3092\u9078\u629e\u3057\u3066\u8981\u4ef6\u5b9a\u7fa9\u306e\u5909\u66f4\u3092\u67d4\u8edf\u306b\u5438\u53ce\u3057\u3064\u3064\u3001\u958b\u59cb\u524d\u306b\u300c\u8a55\u4fa1\u3059\u3079\u304d\u30e2\u30c7\u30eb\u7cbe\u5ea6\u3068\u672c\u756a\u5316\u306e\u5408\u683c\u5224\u5b9a\u57fa\u6e96\uff08\u4f8b\uff1a\u6b63\u7b54\u738785%\u4ee5\u4e0a\uff09\u300d\u3092\u30d9\u30f3\u30c0\u30fc\u3068\u66f8\u9762\u3067\u5408\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
PoC\u306e\u7d50\u679c\u3092\u8a55\u4fa1\u57fa\u6e96\u306b\u57fa\u3065\u3044\u3066\u5224\u65ad\u3057\u3001\u5408\u683c\u3059\u308c\u3070\u6bb5\u968e\u7684\u306b\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u3084\u878d\u8cc7\u5be9\u67fb\u306a\u3069\u306e\u6838\u5fc3\u696d\u52d9\u3078\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9069\u7528\u7bc4\u56f2\u3092\u62e1\u5f35\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u7684\u62e1\u5927\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u30b3\u30b9\u30c8\u52b9\u7387\u3092\u6700\u5927\u5316\u3057\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u4e21\u7acb\u3055\u305b\u308b\u6700\u5584\u306e\u9032\u3081\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n
\nHuman-in-the-Loop\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u696d\u754c\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u539f\u5247\u304c\u3001\u878d\u8cc7\u5224\u65ad\u30fb\u9867\u5ba2\u5411\u3051\u56de\u7b54\u30fb\u6cd5\u4ee4\u9069\u5408\u6027\u5224\u65ad\u306a\u3069\u306b\u304a\u3051\u308b\u300c\u610f\u601d\u6c7a\u5b9a\u8cac\u4efb\u306f100%\u4eba\u9593\u304c\u62c5\u3046\u300d\u4f53\u5236\u306e\u30b7\u30b9\u30c6\u30e0\u30d5\u30ed\u30fc\u4e0a\u3078\u306e\u7d44\u307f\u8fbc\u307f\u3067\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f79\u5272\u306f\u60c5\u5831\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30fb\u4e0b\u66f8\u304d\u4f5c\u6210\u30fb\u7570\u5e38\u5024\u306e\u30d5\u30e9\u30b0\u4ed8\u4e0e\u306b\u9650\u5b9a\u3057\u3001\u6700\u7d42\u7684\u306a\u53ef\u5426\u6c7a\u5b9a\u306f\u4eba\u9593\u304c\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306eHuman-in-the-Loop\u30e2\u30c7\u30eb\u3092\u5fb9\u5e95\u3059\u308b\u3053\u3068\u3067\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308b\u9867\u5ba2\u30c8\u30e9\u30d6\u30eb\u3084\u9069\u5408\u6027\u539f\u5247\u9055\u53cd\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u9055\u53cd\u304c\u767a\u751f\u3057\u305f\u969b\u306e\u8aac\u660e\u8cac\u4efb\u3092\u62c5\u4fdd\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001RAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3057\u3066\u9867\u5ba2\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3057\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b\u3053\u3068\u3082\u3001\u91d1\u878d\u6a5f\u95a2\u306b\u306f\u5fc5\u9808\u306e\u8981\u4ef6\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u767a\u6ce8\u30fb\u5916\u6ce8\u30ac\u30a4\u30c9\uff5c\u4f9d\u983c\u65b9\u6cd5\u3068\u59d4\u8a17\u5148\u306e\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u9032\u3081\u65b9\u3068\u671f\u5f85\u3067\u304d\u308b\u6210\u679c<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306e\u696d\u52d9\u81ea\u52d5\u5316\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u7279\u306b\u52b9\u679c\u3092\u767a\u63ee\u3057\u3084\u3059\u3044\u9818\u57df\u306f\u300c\u60c5\u5831\u53ce\u96c6\u30fb\u6574\u7406\u300d\u300c\u66f8\u985e\u78ba\u8a8d\u30fb\u7a81\u5408\u300d\u300c\u5b9a\u578b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u300d\u306e3\u3064\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u696d\u52d9\u306f\u9ad8\u3044\u5c02\u9580\u77e5\u8b58\u3068\u7d30\u5fc3\u306e\u6ce8\u610f\u304c\u6c42\u3081\u3089\u308c\u308b\u4e00\u65b9\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u60c5\u5831\u51e6\u7406\u80fd\u529b\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u62c5\u5f53\u8005\u304c\u3088\u308a\u9ad8\u4ed8\u52a0\u4fa1\u5024\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3092\u4f5c\u308a\u51fa\u305b\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u5bfe\u8c61\u696d\u52d9\u3068\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u52d5\u5316\u5bfe\u8c61\u3068\u3057\u3066\u512a\u5148\u5ea6\u304c\u9ad8\u3044\u696d\u52d9\u3068\u3057\u3066\u306f\u3001\u5be9\u67fb\u95a2\u9023\u66f8\u985e\u306e\u78ba\u8a8d\u30fb\u7a81\u5408\u4f5c\u696d\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u56de\u7b54\u6848\u4f5c\u6210\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u5831\u544a\u66f8\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u3001\u5951\u7d04\u66f4\u65b0\u30fb\u6e80\u671f\u6848\u5185\u306e\u9867\u5ba2\u30d5\u30a9\u30ed\u30fc\u6587\u9762\u4f5c\u6210\u3001AML\u30fbKYC\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3044\u305a\u308c\u3082\u696d\u52d9\u91cf\u304c\u591a\u304f\u3001\u30eb\u30fc\u30eb\u3084\u624b\u9806\u304c\u6bd4\u8f03\u7684\u660e\u78ba\u3067\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f97\u610f\u306a\u60c5\u5831\u51e6\u7406\u3068\u76f8\u6027\u306e\u826f\u3044\u696d\u52d9\u3067\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u306f\u3001\u307e\u305a\u73fe\u72b6\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u3092\u53ef\u8996\u5316\u3057\u3066\u300c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u306a\u3063\u3066\u3044\u308b\u624b\u4f5c\u696d\u300d\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u6b21\u306b\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u696d\u52d9\u3092\u9078\u3093\u3067PoC\u5bfe\u8c61\u3092\u7d5e\u308a\u8fbc\u307f\u3001\u5c0f\u898f\u6a21\u306a\u691c\u8a3c\u304b\u3089\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u696d\u52d9\u304b\u3089\u9806\u6b21\u672c\u756a\u74b0\u5883\u3078\u306e\u9069\u7528\u3092\u62e1\u5927\u3057\u3001\u904b\u7528\u5b9a\u7740\u306b\u5411\u3051\u305f\u62c5\u5f53\u8005\u6559\u80b2\u3068\u52b9\u679c\u6e2c\u5b9a\u306e\u4ed5\u7d44\u307f\u3092\u6574\u5099\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u6574\u5099\u306e\u8981\u70b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u696d\u52d9\u81ea\u52d5\u5316\u3092\u5b9a\u7740\u3055\u305b\u308b\u306b\u306f\u3001\u6280\u8853\u7684\u306a\u5b9f\u88c5\u3068\u4e26\u884c\u3057\u3066\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u306f\u3001\u5229\u7528\u53ef\u80fd\u306aAI\u30b5\u30fc\u30d3\u30b9\u306e\u7bc4\u56f2\uff08\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u90e8\u9580\u304c\u627f\u8a8d\u3057\u305f\u6307\u5b9a\u30b5\u30fc\u30d3\u30b9\u306b\u9650\u5b9a\uff09\u3001\u5165\u529b\u7981\u6b62\u60c5\u5831\u306e\u5b9a\u7fa9\uff08\u9867\u5ba2\u500b\u4eba\u60c5\u5831\u30fb\u672a\u516c\u8868\u8ca1\u52d9\u60c5\u5831\u30fb\u30b7\u30b9\u30c6\u30e0\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u60c5\u5831\u306a\u3069\uff09\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u306b\u5bfe\u3059\u308b\u4eba\u9593\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u7fa9\u52d9\u3001\u306e3\u70b9\u3092\u6700\u4f4e\u9650\u660e\u8a18\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6e96\u62e0\u3059\u3079\u304d\u696d\u754c\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u4f53\u7cfb<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u5b9f\u52d9\u306b\u304a\u3044\u3066\u6e96\u62e0\u3059\u3079\u304d\u4e3b\u8981\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u91d1\u878d\u5e81\u300cAI\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30da\u30fc\u30d1\u30fc\u300d\uff082025\u5e743\u6708\u516c\u8868\uff09\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u53f0\u982d\u3084\u9867\u5ba2\u5411\u3051\u5c55\u958b\u3092\u8996\u91ce\u306b\u3001\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308bAI\u306e\u30ea\u30b9\u30af\u5b9a\u7fa9\u3068\u6cd5\u7684\u7fa9\u52d9\u306e\u65b9\u5411\u6027\u3092\u6574\u7406\u3057\u305f\u57fa\u76e4\u6587\u66f8\u3067\u3059\u3002FDUA\u300c\u91d1\u878d\u751f\u6210AI\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e744\u6708\u7b56\u5b9a\uff09\u306f\u3001\u4e3b\u8981\u9280\u884c\u30fb\u4fdd\u967a\u4f1a\u793e\u7b49\u304c\u53c2\u753b\u3057\u3066\u7b56\u5b9a\u3057\u305f\u5b9f\u52d9\u7684\u306a\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u3001\u5404\u6a5f\u95a2\u306e\u793e\u5185\u6307\u91dd\u69cb\u7bc9\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u306a\u308a\u307e\u3059\u3002\u91d1\u878d\u5e81\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e7410\u6708\u6539\u5b9a\uff09\u306f\u8a55\u4fa1\u9805\u76ee\u304c175\u9805\u76ee\u306b\u62e1\u5145\u3055\u308c\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u5c0e\u5165\u306b\u4f34\u3046\u30b5\u30a4\u30d0\u30fc\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u4f53\u5236\u78ba\u4fdd\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c7\u30fc\u30bf\u4fdd\u8b77\u3068RAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u63a1\u7528\u306e\u91cd\u8981\u6027<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u9867\u5ba2\u306e\u9810\u91d1\u60c5\u5831\u3084\u500b\u4eba\u306e\u4fe1\u7528\u60c5\u5831\u306a\u3069\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3067\u304d\u306a\u3044\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u51e6\u7406\u3055\u305b\u308b\u969b\u306f\u3001RAG\u69cb\u6210\u3092\u524d\u63d0\u3068\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u304c\u91d1\u878d\u6a5f\u95a2\u306b\u306f\u5fc5\u9808\u3067\u3059\u3002AI\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u306b\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u624b\u6cd5\u3092\u907f\u3051\u3001\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u4e00\u6642\u7684\u306b\u63a5\u7d9a\u3057\u30de\u30b9\u30af\u51e6\u7406\u3092\u65bd\u3057\u305f\u4e0a\u3067\u51e6\u7406\u3092\u884c\u3046\u8a2d\u8a08\u306b\u3088\u308a\u3001\u6a5f\u5bc6\u60c5\u5831\u306e\u6f0f\u6d29\u30ea\u30b9\u30af\u3092\u6291\u5236\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
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\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306b\u304a\u3051\u308b\u4e3b\u8981\u306a\u6d3b\u7528\u4e8b\u4f8b<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6d3b\u7528\u306f\u3001\u300c\u5be9\u67fb\u30fb\u4e0e\u4fe1\u5224\u5b9a\u300d\u300c\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u4e0d\u6b63\u691c\u77e5\u300d\u300c\u9867\u5ba2\u5bfe\u5fdc\u30fb\u4fdd\u5168\u30fb\u8acb\u6c42\u7ba1\u7406\u300d\u306e3\u9818\u57df\u3092\u4e2d\u5fc3\u306b\u5b9f\u88c5\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u3044\u305a\u308c\u306e\u9818\u57df\u306b\u304a\u3044\u3066\u3082\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u6700\u7d42\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u4eba\u9593\u304c\u884c\u3046\u300cHuman-in-the-Loop\u300d\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u60c5\u5831\u306e\u6574\u7406\u30fb\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30fb\u4e0b\u66f8\u304d\u4f5c\u6210\u3092\u62c5\u3046\u3053\u3068\u3067\u62c5\u5f53\u8005\u306e\u8ca0\u62c5\u3092\u5927\u304d\u304f\u8efd\u6e1b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u5be9\u67fb\u30fb\u4e0e\u4fe1\u5224\u5b9a\u306e\u81ea\u5f8b\u7684\u60c5\u5831\u6574\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u4f4f\u5b85\u30ed\u30fc\u30f3\u306e\u4e8b\u524d\u5be9\u67fb\u3084\u6cd5\u4eba\u878d\u8cc7\u5be9\u67fb\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u7533\u8fbc\u66f8\u30fb\u672c\u4eba\u78ba\u8a8d\u66f8\u985e\u30fb\u52e4\u52d9\u5148\u60c5\u5831\u30fb\u5e74\u53ce\u30fb\u6c7a\u7b97\u66f8\u30fb\u901a\u5e33\u5c65\u6b74\u306a\u3069\u3092\u6a2a\u65ad\u7684\u306b\u8aad\u307f\u53d6\u308a\u3001\u62c5\u5f53\u8005\u304c\u5224\u65ad\u3059\u3079\u304d\u8ad6\u70b9\u3092\u4e00\u89a7\u5316\u3057\u307e\u3059\u3002\u6cd5\u4eba\u306e\u65b0\u898f\u53d6\u5f15\u3067\u306f\u767b\u8a18\u60c5\u5831\u30fb\u5b9f\u8cea\u7684\u652f\u914d\u8005\u30fb\u4e8b\u696d\u5185\u5bb9\u3092\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3057\u3001\u5fc5\u8981\u66f8\u985e\u306e\u4e0d\u8db3\u3084\u8981\u78ba\u8a8d\u9805\u76ee\u3092\u81ea\u52d5\u62bd\u51fa\u3057\u307e\u3059\u3002\u4fdd\u967a\u5f15\u53d7\u306b\u304a\u3044\u3066\u3082\u3001\u7533\u8fbc\u66f8\u30fb\u544a\u77e5\u66f8\u30fb\u65e2\u5951\u7d04\u60c5\u5831\u3092\u5143\u306b\u544a\u77e5\u5185\u5bb9\u306e\u672a\u8a18\u5165\u9805\u76ee\u3084\u65e2\u5b58\u5951\u7d04\u3068\u306e\u4fdd\u969c\u91cd\u8907\u306a\u3069\u3092\u7a81\u5408\u3057\u3001\u5f15\u53d7\u4e0a\u306e\u6ce8\u610f\u70b9\u3092\u63d0\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
AI-OCR\u3068RPA\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u66f8\u985e\u51e6\u7406\u306b\u4f34\u3046\u4e8b\u52d9\u5de5\u6570\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u5be9\u67fb\u524d\u51e6\u7406\u306b\u304a\u3051\u308b\u62c5\u5f53\u8005\u306e\u8ca0\u62c5\u309250%\u4ee5\u4e0a\u524a\u6e1b\u3057\u305f\u4e8b\u4f8b\u3082\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b9\u30d4\u30fc\u30c9\u306e\u6c42\u3081\u3089\u308c\u308b\u4e0e\u4fe1\u5be9\u67fb\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u524d\u51e6\u7406\u306e\u81ea\u52d5\u5316\u306f\u7af6\u4e89\u512a\u4f4d\u6027\u306e\u5411\u4e0a\u306b\u3082\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u4e0d\u6b63\u691c\u77e5\u306e\u9ad8\u5ea6\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAML\u3084KYC\u306e\u9818\u57df\u3067\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af\u3092\u7528\u3044\u305f\u672c\u4eba\u78ba\u8a8d\u507d\u88c5\u3084\u3001AML\u691c\u77e5\u30ed\u30b8\u30c3\u30af\u3092\u56de\u907f\u3059\u308b\u9ad8\u5ea6\u306a\u30de\u30cd\u30ed\u30f3\u624b\u6cd5\u306a\u3069\u3001\u653b\u6483\u5074\u306e\u6280\u8853\u304c\u6025\u901f\u306b\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3053\u308c\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u30011\u56de\u3042\u305f\u308a\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304c\u5831\u544a\u7fa9\u52d9\u57fa\u6e96\u5024\u3092\u4e0b\u56de\u308b\u3088\u3046\u610f\u56f3\u7684\u306b\u7d30\u5206\u5316\u3055\u308c\u305f\u9001\u91d1\u30d1\u30bf\u30fc\u30f3\u3067\u3082\u3001\u9ad8\u30ea\u30b9\u30af\u5730\u57df\u304b\u3089\u306e\u9001\u91d1\u5c65\u6b74\u3084\u4e0d\u5229\u76ca\u60c5\u5831\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306e\u7167\u5408\u3092\u7dcf\u5408\u7684\u306b\u5224\u65ad\u3057\u3066\u30ea\u30b9\u30af\u30d5\u30e9\u30b0\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\n\u9867\u5ba2\u5bfe\u5fdc\u30fb\u5951\u7d04\u4fdd\u5168\u30fb\u4e8b\u6545\u8acb\u6c42\u7ba1\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30d5\u30ed\u30f3\u30c8\u30aa\u30d5\u30a3\u30b9\u3067\u306e\u9867\u5ba2\u5bfe\u5fdc\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u7d04\u6b3e\u30fbFAQ\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u5546\u54c1\u30eb\u30fc\u30eb\u3092\u691c\u7d22\u3057\u3001\u6700\u9069\u306a\u56de\u7b54\u6848\u3092\u4f5c\u6210\u3057\u3066\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306b\u63d0\u793a\u3057\u307e\u3059\u3002\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306f\u6587\u9762\u3092\u78ba\u8a8d\u30fb\u8abf\u6574\u3057\u3066\u9001\u4fe1\u3059\u308b\u305f\u3081\u3001\u5bfe\u5fdc\u30b9\u30d4\u30fc\u30c9\u3068\u56de\u7b54\u54c1\u8cea\u306e\u53cc\u65b9\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002\u554f\u3044\u5408\u308f\u305b\u4ef6\u6570\u306e\u524a\u6e1b\u3084\u9867\u5ba2\u5bfe\u5fdc\u6642\u9593\u306e\u6a19\u6e96\u5316\u3092\u5b9f\u73fe\u3057\u305f\u4e8b\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4fdd\u967a\u91d1\u8acb\u6c42\u30fb\u4e8b\u6545\u53d7\u4ed8\u3067\u306f\u3001\u4e8b\u6545\u306e\u65e5\u6642\u30fb\u5834\u6240\u30fb\u76f8\u624b\u65b9\u306e\u6709\u7121\u30fb\u8b66\u5bdf\u5c4a\u51fa\u30fb\u4fee\u7406\u898b\u7a4d\u30fb\u901a\u9662\u60c5\u5831\u306a\u3069\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6574\u7406\u3057\u3001\u5951\u7d04\u60c5\u5831\u3084\u514d\u8cac\u4e8b\u7531\u3068\u81ea\u52d5\u3067\u7a81\u5408\u3057\u3066\u88dc\u511f\u53ef\u5426\u3068\u5fc5\u8981\u66f8\u985e\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u5951\u7d04\u4fdd\u5168\u696d\u52d9\u306b\u304a\u3044\u3066\u306f\u3001\u4f4f\u6240\u30fb\u540d\u7fa9\u5909\u66f4\u306b\u4ed8\u968f\u3059\u308b\u8ffd\u52a0\u66f8\u985e\u306e\u6d17\u3044\u51fa\u3057\u3084\u3001\u6e80\u671f\u30fb\u66f4\u65b0\u304c\u8fd1\u3065\u304f\u5951\u7d04\u3078\u306e\u55b6\u696d\u62c5\u5f53\u8005\u5411\u3051\u30bf\u30b9\u30af\u30ea\u30b9\u30c8\u751f\u6210\u3068\u9867\u5ba2\u30d5\u30a9\u30ed\u30fc\u6587\u9762\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u307e\u3067\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bc\u6d3b\u7528\u4e8b\u4f8b\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6d3b\u7528\u4e8b\u4f8b\uff5c\u5be9\u67fb\u30fb\u30b3\u30f3\u30d7\u30e9\u30fb\u9867\u5ba2\u5bfe\u5fdc\u306e\u5b9f\u4f8b<\/a><\/p>\n\n\n\n\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306f\u3001\u696d\u754c\u56fa\u6709\u306e\u898f\u5236\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u3092\u8003\u616e\u3057\u305f\u9032\u3081\u65b9\u304c\u5fc5\u8981\u3067\u3059\u3002\u91d1\u878d\u5e81\u304c\u793a\u3059\u300c\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u306a\u3044\u30ea\u30b9\u30af\u300d\u3078\u306e\u8b66\u544a\u3092\u8e0f\u307e\u3048\u308b\u3068\u3001\u5b8c\u74a7\u306a\u6e96\u5099\u3092\u5f85\u3063\u3066\u304b\u3089\u4e00\u6c17\u306b\u5168\u793e\u5c55\u958b\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30ea\u30b9\u30af\u304c\u9650\u5b9a\u7684\u306a\u9818\u57df\u304b\u3089\u5c0f\u3055\u304f\u59cb\u3081\u3066\u6bb5\u968e\u7684\u306b\u62e1\u5927\u3059\u308b\u300c\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u30fb\u30af\u30a4\u30c3\u30af\u30a6\u30a3\u30f3\u300d\u306e\u9032\u3081\u65b9\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\nPoC\u304b\u3089\u59cb\u3081\u308b\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306e\u91cd\u8981\u6027<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u300c2\u9031\u9593\u300d\u3092\u76ee\u5b89\u306bPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u306b\u7740\u624b\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002\u5bfe\u8c61\u306f\u793e\u5185\u898f\u5b9a\u30fb\u5546\u54c1\u8aac\u660e\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u691c\u7d22\u3084\u5b9a\u578b\u30e1\u30fc\u30eb\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u306a\u3069\u3001\u30ea\u30b9\u30af\u304c\u6700\u3082\u9650\u5b9a\u7684\u306a\u9818\u57df\u304c\u9069\u5207\u3067\u3059\u3002PoC\u306e\u5951\u7d04\u3067\u306f\u300c\u6e96\u59d4\u4efb\u5951\u7d04\u300d\u3092\u9078\u629e\u3057\u3066\u8981\u4ef6\u5b9a\u7fa9\u306e\u5909\u66f4\u3092\u67d4\u8edf\u306b\u5438\u53ce\u3057\u3064\u3064\u3001\u958b\u59cb\u524d\u306b\u300c\u8a55\u4fa1\u3059\u3079\u304d\u30e2\u30c7\u30eb\u7cbe\u5ea6\u3068\u672c\u756a\u5316\u306e\u5408\u683c\u5224\u5b9a\u57fa\u6e96\uff08\u4f8b\uff1a\u6b63\u7b54\u738785%\u4ee5\u4e0a\uff09\u300d\u3092\u30d9\u30f3\u30c0\u30fc\u3068\u66f8\u9762\u3067\u5408\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
PoC\u306e\u7d50\u679c\u3092\u8a55\u4fa1\u57fa\u6e96\u306b\u57fa\u3065\u3044\u3066\u5224\u65ad\u3057\u3001\u5408\u683c\u3059\u308c\u3070\u6bb5\u968e\u7684\u306b\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u3084\u878d\u8cc7\u5be9\u67fb\u306a\u3069\u306e\u6838\u5fc3\u696d\u52d9\u3078\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9069\u7528\u7bc4\u56f2\u3092\u62e1\u5f35\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u7684\u62e1\u5927\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u30b3\u30b9\u30c8\u52b9\u7387\u3092\u6700\u5927\u5316\u3057\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u4e21\u7acb\u3055\u305b\u308b\u6700\u5584\u306e\u9032\u3081\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n
\nHuman-in-the-Loop\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u696d\u754c\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u539f\u5247\u304c\u3001\u878d\u8cc7\u5224\u65ad\u30fb\u9867\u5ba2\u5411\u3051\u56de\u7b54\u30fb\u6cd5\u4ee4\u9069\u5408\u6027\u5224\u65ad\u306a\u3069\u306b\u304a\u3051\u308b\u300c\u610f\u601d\u6c7a\u5b9a\u8cac\u4efb\u306f100%\u4eba\u9593\u304c\u62c5\u3046\u300d\u4f53\u5236\u306e\u30b7\u30b9\u30c6\u30e0\u30d5\u30ed\u30fc\u4e0a\u3078\u306e\u7d44\u307f\u8fbc\u307f\u3067\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f79\u5272\u306f\u60c5\u5831\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30fb\u4e0b\u66f8\u304d\u4f5c\u6210\u30fb\u7570\u5e38\u5024\u306e\u30d5\u30e9\u30b0\u4ed8\u4e0e\u306b\u9650\u5b9a\u3057\u3001\u6700\u7d42\u7684\u306a\u53ef\u5426\u6c7a\u5b9a\u306f\u4eba\u9593\u304c\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306eHuman-in-the-Loop\u30e2\u30c7\u30eb\u3092\u5fb9\u5e95\u3059\u308b\u3053\u3068\u3067\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308b\u9867\u5ba2\u30c8\u30e9\u30d6\u30eb\u3084\u9069\u5408\u6027\u539f\u5247\u9055\u53cd\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u9055\u53cd\u304c\u767a\u751f\u3057\u305f\u969b\u306e\u8aac\u660e\u8cac\u4efb\u3092\u62c5\u4fdd\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001RAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3057\u3066\u9867\u5ba2\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3057\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b\u3053\u3068\u3082\u3001\u91d1\u878d\u6a5f\u95a2\u306b\u306f\u5fc5\u9808\u306e\u8981\u4ef6\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9\uff5c\u5c0e\u5165\u30d7\u30ed\u30bb\u30b9\u3068\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8<\/a><\/p>\n\n\n\n\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306b\u5f37\u3044\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u3092\u5916\u90e8\u30d9\u30f3\u30c0\u30fc\u306b\u59d4\u8a17\u3059\u308b\u969b\u306f\u3001\u6280\u8853\u529b\u3060\u3051\u3067\u306a\u304f\u91d1\u878d\u696d\u754c\u56fa\u6709\u306e\u696d\u52d9\u77e5\u8b58\u30fb\u898f\u5236\u5bfe\u5fdc\u7d4c\u9a13\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u3092\u517c\u306d\u5099\u3048\u3066\u3044\u308b\u304b\u3092\u591a\u89d2\u7684\u306b\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u958b\u767a\u306e\u4e0d\u78ba\u5b9f\u6027\u3068\u696d\u52d9\u7406\u89e3\u306e\u5fc5\u8981\u6027\u304b\u3089\u3001\u9078\u5b9a\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u7279\u306b\u614e\u91cd\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30d9\u30f3\u30c0\u30fc\u9078\u5b9a\u3067\u91cd\u8996\u3059\u3079\u304d\u8a55\u4fa1\u57fa\u6e96<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u59d4\u8a17\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u5b9a\u3067\u306f\u3001\u5358\u306b\u904e\u53bb\u306e\u5c0e\u5165\u5b9f\u7e3e\u306e\u7dcf\u91cf\u3092\u898b\u308b\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u300c\u81ea\u793e\u3068\u540c\u898f\u6a21\u30fb\u540c\u696d\u754c\u3067\u3001\u985e\u4f3c\u30c7\u30fc\u30bf\u3092\u6271\u3063\u305f\u7d4c\u9a13\u304c\u3042\u308b\u304b\u300d\u3068\u3044\u3046\u300c\u518d\u73fe\u6027\u306e\u3042\u308b\u6210\u529f\u30d1\u30bf\u30fc\u30f3\u300d\u306e\u6709\u7121\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30e2\u30c7\u30eb\u958b\u767a\u80fd\u529b\u3060\u3051\u3067\u306a\u304f\u3001\u672c\u756a\u79fb\u884c\u5f8c\u306e\u5b89\u5b9a\u7a3c\u50cd\u3092\u898b\u636e\u3048\u305fMLOps\u3084\u3001AI\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u7cbe\u5ea6\u3092\u8a55\u4fa1\u30fb\u7dad\u6301\u3059\u308b\u305f\u3081\u306e\u8a55\u4fa1\u8a2d\u8a08\u306e\u77e5\u898b\u3092\u5b9f\u8a3c\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u307e\u305f\u3001\u512a\u308c\u305f\u30d9\u30f3\u30c0\u30fc\u306f\u63d0\u6848\u66f8\u6bb5\u968e\u306b\u304a\u3044\u3066\u6280\u8853\u7684\u306a\u4eee\u8aac\u3060\u3051\u3067\u306a\u304f\u3001\u60f3\u5b9a\u3055\u308c\u308b\u30e2\u30c7\u30eb\u7cbe\u5ea6\u4e0a\u306e\u30ea\u30b9\u30af\u3068\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u6848\u3092\u3042\u3089\u304b\u3058\u3081\u63d0\u793a\u3057\u307e\u3059\u3002\u9031\u6b21\u5408\u610f\u30d7\u30ed\u30bb\u30b9\u306e\u6709\u7121\u30fb\u8b70\u4e8b\u9332\u306e\u7c92\u5ea6\u30fb\u4ed5\u69d8\u5909\u66f4\u6642\u306e\u30b3\u30b9\u30c8\u7b97\u5b9a\u30eb\u30fc\u30eb\u306e\u900f\u660e\u6027\u3082\u3001\u91cd\u8981\u306a\u5224\u65ad\u6307\u6a19\u3067\u3059\u3002\u4fa1\u683c\u8a55\u4fa1\u3067\u306f\u521d\u671f\u8cbb\u7528\u3060\u3051\u3067\u306a\u304f\u30013\u5e74\u9593\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7dcf\u984d\uff08\u521d\u671f\u8cbb\u7528\u30fb\u5f93\u91cf\u8ab2\u91d1\u30fb\u4fdd\u5b88\u30fb\u6559\u80b2\u30b5\u30dd\u30fc\u30c8\uff09\u3067\u6295\u8cc7\u5bfe\u52b9\u679c\u3092\u7b97\u5b9a\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\n\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u6574\u5099\u306e\u8981\u70b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u696d\u52d9\u81ea\u52d5\u5316\u3092\u5b9a\u7740\u3055\u305b\u308b\u306b\u306f\u3001\u6280\u8853\u7684\u306a\u5b9f\u88c5\u3068\u4e26\u884c\u3057\u3066\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u306f\u3001\u5229\u7528\u53ef\u80fd\u306aAI\u30b5\u30fc\u30d3\u30b9\u306e\u7bc4\u56f2\uff08\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u90e8\u9580\u304c\u627f\u8a8d\u3057\u305f\u6307\u5b9a\u30b5\u30fc\u30d3\u30b9\u306b\u9650\u5b9a\uff09\u3001\u5165\u529b\u7981\u6b62\u60c5\u5831\u306e\u5b9a\u7fa9\uff08\u9867\u5ba2\u500b\u4eba\u60c5\u5831\u30fb\u672a\u516c\u8868\u8ca1\u52d9\u60c5\u5831\u30fb\u30b7\u30b9\u30c6\u30e0\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u60c5\u5831\u306a\u3069\uff09\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u306b\u5bfe\u3059\u308b\u4eba\u9593\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u7fa9\u52d9\u3001\u306e3\u70b9\u3092\u6700\u4f4e\u9650\u660e\u8a18\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
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\n\u307e\u3068\u3081<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u672c\u8a18\u4e8b\u3067\u306f\u3001\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306b\u304a\u3051\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5168\u4f53\u50cf\u3092\u6982\u89b3\u3057\u307e\u3057\u305f\u3002\u5be9\u67fb\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u9867\u5ba2\u5bfe\u5fdc\u3068\u3044\u30463\u3064\u306e\u30b3\u30a2\u696d\u52d9\u3092\u4e2d\u5fc3\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u91d1\u878d\u6a5f\u95a2\u306e\u751f\u7523\u6027\u5411\u4e0a\u3068\u898f\u5236\u5bfe\u5fdc\u306e\u4e21\u7acb\u306b\u8ca2\u732e\u3067\u304d\u308b\u5177\u4f53\u7684\u306a\u5834\u9762\u3068\u3001\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u539f\u5247\u3092\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
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\n\u9867\u5ba2\u5bfe\u5fdc\u30fb\u5951\u7d04\u4fdd\u5168\u30fb\u4e8b\u6545\u8acb\u6c42\u7ba1\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30d5\u30ed\u30f3\u30c8\u30aa\u30d5\u30a3\u30b9\u3067\u306e\u9867\u5ba2\u5bfe\u5fdc\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u7d04\u6b3e\u30fbFAQ\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u5546\u54c1\u30eb\u30fc\u30eb\u3092\u691c\u7d22\u3057\u3001\u6700\u9069\u306a\u56de\u7b54\u6848\u3092\u4f5c\u6210\u3057\u3066\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306b\u63d0\u793a\u3057\u307e\u3059\u3002\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306f\u6587\u9762\u3092\u78ba\u8a8d\u30fb\u8abf\u6574\u3057\u3066\u9001\u4fe1\u3059\u308b\u305f\u3081\u3001\u5bfe\u5fdc\u30b9\u30d4\u30fc\u30c9\u3068\u56de\u7b54\u54c1\u8cea\u306e\u53cc\u65b9\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002\u554f\u3044\u5408\u308f\u305b\u4ef6\u6570\u306e\u524a\u6e1b\u3084\u9867\u5ba2\u5bfe\u5fdc\u6642\u9593\u306e\u6a19\u6e96\u5316\u3092\u5b9f\u73fe\u3057\u305f\u4e8b\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4fdd\u967a\u91d1\u8acb\u6c42\u30fb\u4e8b\u6545\u53d7\u4ed8\u3067\u306f\u3001\u4e8b\u6545\u306e\u65e5\u6642\u30fb\u5834\u6240\u30fb\u76f8\u624b\u65b9\u306e\u6709\u7121\u30fb\u8b66\u5bdf\u5c4a\u51fa\u30fb\u4fee\u7406\u898b\u7a4d\u30fb\u901a\u9662\u60c5\u5831\u306a\u3069\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6574\u7406\u3057\u3001\u5951\u7d04\u60c5\u5831\u3084\u514d\u8cac\u4e8b\u7531\u3068\u81ea\u52d5\u3067\u7a81\u5408\u3057\u3066\u88dc\u511f\u53ef\u5426\u3068\u5fc5\u8981\u66f8\u985e\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u5951\u7d04\u4fdd\u5168\u696d\u52d9\u306b\u304a\u3044\u3066\u306f\u3001\u4f4f\u6240\u30fb\u540d\u7fa9\u5909\u66f4\u306b\u4ed8\u968f\u3059\u308b\u8ffd\u52a0\u66f8\u985e\u306e\u6d17\u3044\u51fa\u3057\u3084\u3001\u6e80\u671f\u30fb\u66f4\u65b0\u304c\u8fd1\u3065\u304f\u5951\u7d04\u3078\u306e\u55b6\u696d\u62c5\u5f53\u8005\u5411\u3051\u30bf\u30b9\u30af\u30ea\u30b9\u30c8\u751f\u6210\u3068\u9867\u5ba2\u30d5\u30a9\u30ed\u30fc\u6587\u9762\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u307e\u3067\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bc\u6d3b\u7528\u4e8b\u4f8b\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6d3b\u7528\u4e8b\u4f8b\uff5c\u5be9\u67fb\u30fb\u30b3\u30f3\u30d7\u30e9\u30fb\u9867\u5ba2\u5bfe\u5fdc\u306e\u5b9f\u4f8b<\/a><\/p>\n\n\n\n\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306f\u3001\u696d\u754c\u56fa\u6709\u306e\u898f\u5236\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u3092\u8003\u616e\u3057\u305f\u9032\u3081\u65b9\u304c\u5fc5\u8981\u3067\u3059\u3002\u91d1\u878d\u5e81\u304c\u793a\u3059\u300c\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u306a\u3044\u30ea\u30b9\u30af\u300d\u3078\u306e\u8b66\u544a\u3092\u8e0f\u307e\u3048\u308b\u3068\u3001\u5b8c\u74a7\u306a\u6e96\u5099\u3092\u5f85\u3063\u3066\u304b\u3089\u4e00\u6c17\u306b\u5168\u793e\u5c55\u958b\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30ea\u30b9\u30af\u304c\u9650\u5b9a\u7684\u306a\u9818\u57df\u304b\u3089\u5c0f\u3055\u304f\u59cb\u3081\u3066\u6bb5\u968e\u7684\u306b\u62e1\u5927\u3059\u308b\u300c\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u30fb\u30af\u30a4\u30c3\u30af\u30a6\u30a3\u30f3\u300d\u306e\u9032\u3081\u65b9\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\nPoC\u304b\u3089\u59cb\u3081\u308b\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306e\u91cd\u8981\u6027<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u300c2\u9031\u9593\u300d\u3092\u76ee\u5b89\u306bPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u306b\u7740\u624b\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002\u5bfe\u8c61\u306f\u793e\u5185\u898f\u5b9a\u30fb\u5546\u54c1\u8aac\u660e\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u691c\u7d22\u3084\u5b9a\u578b\u30e1\u30fc\u30eb\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u306a\u3069\u3001\u30ea\u30b9\u30af\u304c\u6700\u3082\u9650\u5b9a\u7684\u306a\u9818\u57df\u304c\u9069\u5207\u3067\u3059\u3002PoC\u306e\u5951\u7d04\u3067\u306f\u300c\u6e96\u59d4\u4efb\u5951\u7d04\u300d\u3092\u9078\u629e\u3057\u3066\u8981\u4ef6\u5b9a\u7fa9\u306e\u5909\u66f4\u3092\u67d4\u8edf\u306b\u5438\u53ce\u3057\u3064\u3064\u3001\u958b\u59cb\u524d\u306b\u300c\u8a55\u4fa1\u3059\u3079\u304d\u30e2\u30c7\u30eb\u7cbe\u5ea6\u3068\u672c\u756a\u5316\u306e\u5408\u683c\u5224\u5b9a\u57fa\u6e96\uff08\u4f8b\uff1a\u6b63\u7b54\u738785%\u4ee5\u4e0a\uff09\u300d\u3092\u30d9\u30f3\u30c0\u30fc\u3068\u66f8\u9762\u3067\u5408\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
PoC\u306e\u7d50\u679c\u3092\u8a55\u4fa1\u57fa\u6e96\u306b\u57fa\u3065\u3044\u3066\u5224\u65ad\u3057\u3001\u5408\u683c\u3059\u308c\u3070\u6bb5\u968e\u7684\u306b\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u3084\u878d\u8cc7\u5be9\u67fb\u306a\u3069\u306e\u6838\u5fc3\u696d\u52d9\u3078\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9069\u7528\u7bc4\u56f2\u3092\u62e1\u5f35\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u7684\u62e1\u5927\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u30b3\u30b9\u30c8\u52b9\u7387\u3092\u6700\u5927\u5316\u3057\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u4e21\u7acb\u3055\u305b\u308b\u6700\u5584\u306e\u9032\u3081\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n
\nHuman-in-the-Loop\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u696d\u754c\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u539f\u5247\u304c\u3001\u878d\u8cc7\u5224\u65ad\u30fb\u9867\u5ba2\u5411\u3051\u56de\u7b54\u30fb\u6cd5\u4ee4\u9069\u5408\u6027\u5224\u65ad\u306a\u3069\u306b\u304a\u3051\u308b\u300c\u610f\u601d\u6c7a\u5b9a\u8cac\u4efb\u306f100%\u4eba\u9593\u304c\u62c5\u3046\u300d\u4f53\u5236\u306e\u30b7\u30b9\u30c6\u30e0\u30d5\u30ed\u30fc\u4e0a\u3078\u306e\u7d44\u307f\u8fbc\u307f\u3067\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f79\u5272\u306f\u60c5\u5831\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30fb\u4e0b\u66f8\u304d\u4f5c\u6210\u30fb\u7570\u5e38\u5024\u306e\u30d5\u30e9\u30b0\u4ed8\u4e0e\u306b\u9650\u5b9a\u3057\u3001\u6700\u7d42\u7684\u306a\u53ef\u5426\u6c7a\u5b9a\u306f\u4eba\u9593\u304c\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306eHuman-in-the-Loop\u30e2\u30c7\u30eb\u3092\u5fb9\u5e95\u3059\u308b\u3053\u3068\u3067\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308b\u9867\u5ba2\u30c8\u30e9\u30d6\u30eb\u3084\u9069\u5408\u6027\u539f\u5247\u9055\u53cd\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u9055\u53cd\u304c\u767a\u751f\u3057\u305f\u969b\u306e\u8aac\u660e\u8cac\u4efb\u3092\u62c5\u4fdd\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001RAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3057\u3066\u9867\u5ba2\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3057\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b\u3053\u3068\u3082\u3001\u91d1\u878d\u6a5f\u95a2\u306b\u306f\u5fc5\u9808\u306e\u8981\u4ef6\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9\uff5c\u5c0e\u5165\u30d7\u30ed\u30bb\u30b9\u3068\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8<\/a><\/p>\n\n\n\n\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306b\u5f37\u3044\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u3092\u5916\u90e8\u30d9\u30f3\u30c0\u30fc\u306b\u59d4\u8a17\u3059\u308b\u969b\u306f\u3001\u6280\u8853\u529b\u3060\u3051\u3067\u306a\u304f\u91d1\u878d\u696d\u754c\u56fa\u6709\u306e\u696d\u52d9\u77e5\u8b58\u30fb\u898f\u5236\u5bfe\u5fdc\u7d4c\u9a13\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u3092\u517c\u306d\u5099\u3048\u3066\u3044\u308b\u304b\u3092\u591a\u89d2\u7684\u306b\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u958b\u767a\u306e\u4e0d\u78ba\u5b9f\u6027\u3068\u696d\u52d9\u7406\u89e3\u306e\u5fc5\u8981\u6027\u304b\u3089\u3001\u9078\u5b9a\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u7279\u306b\u614e\u91cd\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30d9\u30f3\u30c0\u30fc\u9078\u5b9a\u3067\u91cd\u8996\u3059\u3079\u304d\u8a55\u4fa1\u57fa\u6e96<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u59d4\u8a17\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u5b9a\u3067\u306f\u3001\u5358\u306b\u904e\u53bb\u306e\u5c0e\u5165\u5b9f\u7e3e\u306e\u7dcf\u91cf\u3092\u898b\u308b\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u300c\u81ea\u793e\u3068\u540c\u898f\u6a21\u30fb\u540c\u696d\u754c\u3067\u3001\u985e\u4f3c\u30c7\u30fc\u30bf\u3092\u6271\u3063\u305f\u7d4c\u9a13\u304c\u3042\u308b\u304b\u300d\u3068\u3044\u3046\u300c\u518d\u73fe\u6027\u306e\u3042\u308b\u6210\u529f\u30d1\u30bf\u30fc\u30f3\u300d\u306e\u6709\u7121\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30e2\u30c7\u30eb\u958b\u767a\u80fd\u529b\u3060\u3051\u3067\u306a\u304f\u3001\u672c\u756a\u79fb\u884c\u5f8c\u306e\u5b89\u5b9a\u7a3c\u50cd\u3092\u898b\u636e\u3048\u305fMLOps\u3084\u3001AI\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u7cbe\u5ea6\u3092\u8a55\u4fa1\u30fb\u7dad\u6301\u3059\u308b\u305f\u3081\u306e\u8a55\u4fa1\u8a2d\u8a08\u306e\u77e5\u898b\u3092\u5b9f\u8a3c\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u767a\u6ce8\u30fb\u5916\u6ce8\u30ac\u30a4\u30c9\uff5c\u4f9d\u983c\u65b9\u6cd5\u3068\u59d4\u8a17\u5148\u306e\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u9032\u3081\u65b9\u3068\u671f\u5f85\u3067\u304d\u308b\u6210\u679c<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306e\u696d\u52d9\u81ea\u52d5\u5316\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u7279\u306b\u52b9\u679c\u3092\u767a\u63ee\u3057\u3084\u3059\u3044\u9818\u57df\u306f\u300c\u60c5\u5831\u53ce\u96c6\u30fb\u6574\u7406\u300d\u300c\u66f8\u985e\u78ba\u8a8d\u30fb\u7a81\u5408\u300d\u300c\u5b9a\u578b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u300d\u306e3\u3064\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u696d\u52d9\u306f\u9ad8\u3044\u5c02\u9580\u77e5\u8b58\u3068\u7d30\u5fc3\u306e\u6ce8\u610f\u304c\u6c42\u3081\u3089\u308c\u308b\u4e00\u65b9\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u60c5\u5831\u51e6\u7406\u80fd\u529b\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u62c5\u5f53\u8005\u304c\u3088\u308a\u9ad8\u4ed8\u52a0\u4fa1\u5024\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3092\u4f5c\u308a\u51fa\u305b\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u5bfe\u8c61\u696d\u52d9\u3068\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u52d5\u5316\u5bfe\u8c61\u3068\u3057\u3066\u512a\u5148\u5ea6\u304c\u9ad8\u3044\u696d\u52d9\u3068\u3057\u3066\u306f\u3001\u5be9\u67fb\u95a2\u9023\u66f8\u985e\u306e\u78ba\u8a8d\u30fb\u7a81\u5408\u4f5c\u696d\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u56de\u7b54\u6848\u4f5c\u6210\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u5831\u544a\u66f8\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u3001\u5951\u7d04\u66f4\u65b0\u30fb\u6e80\u671f\u6848\u5185\u306e\u9867\u5ba2\u30d5\u30a9\u30ed\u30fc\u6587\u9762\u4f5c\u6210\u3001AML\u30fbKYC\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3044\u305a\u308c\u3082\u696d\u52d9\u91cf\u304c\u591a\u304f\u3001\u30eb\u30fc\u30eb\u3084\u624b\u9806\u304c\u6bd4\u8f03\u7684\u660e\u78ba\u3067\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f97\u610f\u306a\u60c5\u5831\u51e6\u7406\u3068\u76f8\u6027\u306e\u826f\u3044\u696d\u52d9\u3067\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u306f\u3001\u307e\u305a\u73fe\u72b6\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u3092\u53ef\u8996\u5316\u3057\u3066\u300c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u306a\u3063\u3066\u3044\u308b\u624b\u4f5c\u696d\u300d\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u6b21\u306b\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u696d\u52d9\u3092\u9078\u3093\u3067PoC\u5bfe\u8c61\u3092\u7d5e\u308a\u8fbc\u307f\u3001\u5c0f\u898f\u6a21\u306a\u691c\u8a3c\u304b\u3089\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u696d\u52d9\u304b\u3089\u9806\u6b21\u672c\u756a\u74b0\u5883\u3078\u306e\u9069\u7528\u3092\u62e1\u5927\u3057\u3001\u904b\u7528\u5b9a\u7740\u306b\u5411\u3051\u305f\u62c5\u5f53\u8005\u6559\u80b2\u3068\u52b9\u679c\u6e2c\u5b9a\u306e\u4ed5\u7d44\u307f\u3092\u6574\u5099\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u6574\u5099\u306e\u8981\u70b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u696d\u52d9\u81ea\u52d5\u5316\u3092\u5b9a\u7740\u3055\u305b\u308b\u306b\u306f\u3001\u6280\u8853\u7684\u306a\u5b9f\u88c5\u3068\u4e26\u884c\u3057\u3066\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u306f\u3001\u5229\u7528\u53ef\u80fd\u306aAI\u30b5\u30fc\u30d3\u30b9\u306e\u7bc4\u56f2\uff08\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u90e8\u9580\u304c\u627f\u8a8d\u3057\u305f\u6307\u5b9a\u30b5\u30fc\u30d3\u30b9\u306b\u9650\u5b9a\uff09\u3001\u5165\u529b\u7981\u6b62\u60c5\u5831\u306e\u5b9a\u7fa9\uff08\u9867\u5ba2\u500b\u4eba\u60c5\u5831\u30fb\u672a\u516c\u8868\u8ca1\u52d9\u60c5\u5831\u30fb\u30b7\u30b9\u30c6\u30e0\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u60c5\u5831\u306a\u3069\uff09\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u306b\u5bfe\u3059\u308b\u4eba\u9593\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u7fa9\u52d9\u3001\u306e3\u70b9\u3092\u6700\u4f4e\u9650\u660e\u8a18\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
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\nPoC\u304b\u3089\u59cb\u3081\u308b\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306e\u91cd\u8981\u6027<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u300c2\u9031\u9593\u300d\u3092\u76ee\u5b89\u306bPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u306b\u7740\u624b\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002\u5bfe\u8c61\u306f\u793e\u5185\u898f\u5b9a\u30fb\u5546\u54c1\u8aac\u660e\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u691c\u7d22\u3084\u5b9a\u578b\u30e1\u30fc\u30eb\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u306a\u3069\u3001\u30ea\u30b9\u30af\u304c\u6700\u3082\u9650\u5b9a\u7684\u306a\u9818\u57df\u304c\u9069\u5207\u3067\u3059\u3002PoC\u306e\u5951\u7d04\u3067\u306f\u300c\u6e96\u59d4\u4efb\u5951\u7d04\u300d\u3092\u9078\u629e\u3057\u3066\u8981\u4ef6\u5b9a\u7fa9\u306e\u5909\u66f4\u3092\u67d4\u8edf\u306b\u5438\u53ce\u3057\u3064\u3064\u3001\u958b\u59cb\u524d\u306b\u300c\u8a55\u4fa1\u3059\u3079\u304d\u30e2\u30c7\u30eb\u7cbe\u5ea6\u3068\u672c\u756a\u5316\u306e\u5408\u683c\u5224\u5b9a\u57fa\u6e96\uff08\u4f8b\uff1a\u6b63\u7b54\u738785%\u4ee5\u4e0a\uff09\u300d\u3092\u30d9\u30f3\u30c0\u30fc\u3068\u66f8\u9762\u3067\u5408\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
PoC\u306e\u7d50\u679c\u3092\u8a55\u4fa1\u57fa\u6e96\u306b\u57fa\u3065\u3044\u3066\u5224\u65ad\u3057\u3001\u5408\u683c\u3059\u308c\u3070\u6bb5\u968e\u7684\u306b\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u3084\u878d\u8cc7\u5be9\u67fb\u306a\u3069\u306e\u6838\u5fc3\u696d\u52d9\u3078\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9069\u7528\u7bc4\u56f2\u3092\u62e1\u5f35\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u7684\u62e1\u5927\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u30b3\u30b9\u30c8\u52b9\u7387\u3092\u6700\u5927\u5316\u3057\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u4e21\u7acb\u3055\u305b\u308b\u6700\u5584\u306e\u9032\u3081\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n
\nHuman-in-the-Loop\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u696d\u754c\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u539f\u5247\u304c\u3001\u878d\u8cc7\u5224\u65ad\u30fb\u9867\u5ba2\u5411\u3051\u56de\u7b54\u30fb\u6cd5\u4ee4\u9069\u5408\u6027\u5224\u65ad\u306a\u3069\u306b\u304a\u3051\u308b\u300c\u610f\u601d\u6c7a\u5b9a\u8cac\u4efb\u306f100%\u4eba\u9593\u304c\u62c5\u3046\u300d\u4f53\u5236\u306e\u30b7\u30b9\u30c6\u30e0\u30d5\u30ed\u30fc\u4e0a\u3078\u306e\u7d44\u307f\u8fbc\u307f\u3067\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f79\u5272\u306f\u60c5\u5831\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30fb\u4e0b\u66f8\u304d\u4f5c\u6210\u30fb\u7570\u5e38\u5024\u306e\u30d5\u30e9\u30b0\u4ed8\u4e0e\u306b\u9650\u5b9a\u3057\u3001\u6700\u7d42\u7684\u306a\u53ef\u5426\u6c7a\u5b9a\u306f\u4eba\u9593\u304c\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306eHuman-in-the-Loop\u30e2\u30c7\u30eb\u3092\u5fb9\u5e95\u3059\u308b\u3053\u3068\u3067\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308b\u9867\u5ba2\u30c8\u30e9\u30d6\u30eb\u3084\u9069\u5408\u6027\u539f\u5247\u9055\u53cd\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u9055\u53cd\u304c\u767a\u751f\u3057\u305f\u969b\u306e\u8aac\u660e\u8cac\u4efb\u3092\u62c5\u4fdd\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001RAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3057\u3066\u9867\u5ba2\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3057\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b\u3053\u3068\u3082\u3001\u91d1\u878d\u6a5f\u95a2\u306b\u306f\u5fc5\u9808\u306e\u8981\u4ef6\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9\uff5c\u5c0e\u5165\u30d7\u30ed\u30bb\u30b9\u3068\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8<\/a><\/p>\n\n\n\n\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306b\u5f37\u3044\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u3092\u5916\u90e8\u30d9\u30f3\u30c0\u30fc\u306b\u59d4\u8a17\u3059\u308b\u969b\u306f\u3001\u6280\u8853\u529b\u3060\u3051\u3067\u306a\u304f\u91d1\u878d\u696d\u754c\u56fa\u6709\u306e\u696d\u52d9\u77e5\u8b58\u30fb\u898f\u5236\u5bfe\u5fdc\u7d4c\u9a13\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u3092\u517c\u306d\u5099\u3048\u3066\u3044\u308b\u304b\u3092\u591a\u89d2\u7684\u306b\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u958b\u767a\u306e\u4e0d\u78ba\u5b9f\u6027\u3068\u696d\u52d9\u7406\u89e3\u306e\u5fc5\u8981\u6027\u304b\u3089\u3001\u9078\u5b9a\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u7279\u306b\u614e\u91cd\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30d9\u30f3\u30c0\u30fc\u9078\u5b9a\u3067\u91cd\u8996\u3059\u3079\u304d\u8a55\u4fa1\u57fa\u6e96<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u59d4\u8a17\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u5b9a\u3067\u306f\u3001\u5358\u306b\u904e\u53bb\u306e\u5c0e\u5165\u5b9f\u7e3e\u306e\u7dcf\u91cf\u3092\u898b\u308b\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u300c\u81ea\u793e\u3068\u540c\u898f\u6a21\u30fb\u540c\u696d\u754c\u3067\u3001\u985e\u4f3c\u30c7\u30fc\u30bf\u3092\u6271\u3063\u305f\u7d4c\u9a13\u304c\u3042\u308b\u304b\u300d\u3068\u3044\u3046\u300c\u518d\u73fe\u6027\u306e\u3042\u308b\u6210\u529f\u30d1\u30bf\u30fc\u30f3\u300d\u306e\u6709\u7121\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30e2\u30c7\u30eb\u958b\u767a\u80fd\u529b\u3060\u3051\u3067\u306a\u304f\u3001\u672c\u756a\u79fb\u884c\u5f8c\u306e\u5b89\u5b9a\u7a3c\u50cd\u3092\u898b\u636e\u3048\u305fMLOps\u3084\u3001AI\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u7cbe\u5ea6\u3092\u8a55\u4fa1\u30fb\u7dad\u6301\u3059\u308b\u305f\u3081\u306e\u8a55\u4fa1\u8a2d\u8a08\u306e\u77e5\u898b\u3092\u5b9f\u8a3c\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u307e\u305f\u3001\u512a\u308c\u305f\u30d9\u30f3\u30c0\u30fc\u306f\u63d0\u6848\u66f8\u6bb5\u968e\u306b\u304a\u3044\u3066\u6280\u8853\u7684\u306a\u4eee\u8aac\u3060\u3051\u3067\u306a\u304f\u3001\u60f3\u5b9a\u3055\u308c\u308b\u30e2\u30c7\u30eb\u7cbe\u5ea6\u4e0a\u306e\u30ea\u30b9\u30af\u3068\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u6848\u3092\u3042\u3089\u304b\u3058\u3081\u63d0\u793a\u3057\u307e\u3059\u3002\u9031\u6b21\u5408\u610f\u30d7\u30ed\u30bb\u30b9\u306e\u6709\u7121\u30fb\u8b70\u4e8b\u9332\u306e\u7c92\u5ea6\u30fb\u4ed5\u69d8\u5909\u66f4\u6642\u306e\u30b3\u30b9\u30c8\u7b97\u5b9a\u30eb\u30fc\u30eb\u306e\u900f\u660e\u6027\u3082\u3001\u91cd\u8981\u306a\u5224\u65ad\u6307\u6a19\u3067\u3059\u3002\u4fa1\u683c\u8a55\u4fa1\u3067\u306f\u521d\u671f\u8cbb\u7528\u3060\u3051\u3067\u306a\u304f\u30013\u5e74\u9593\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7dcf\u984d\uff08\u521d\u671f\u8cbb\u7528\u30fb\u5f93\u91cf\u8ab2\u91d1\u30fb\u4fdd\u5b88\u30fb\u6559\u80b2\u30b5\u30dd\u30fc\u30c8\uff09\u3067\u6295\u8cc7\u5bfe\u52b9\u679c\u3092\u7b97\u5b9a\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u5bfe\u5fdc\u529b\u306e\u78ba\u8a8d\u30dd\u30a4\u30f3\u30c8<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306f\u3001\u91d1\u878d\u5e81\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e7410\u6708\u6539\u5b9a\uff09\u3078\u306e\u5bfe\u5fdc\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u306f\u8a55\u4fa1\u9805\u76ee\u304c175\u9805\u76ee\u3078\u62e1\u5145\u3055\u308c\u3066\u304a\u308a\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u5c0e\u5165\u306b\u4f34\u3046\u30b5\u30a4\u30d0\u30fc\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u78ba\u4fdd\u304c\u7fa9\u52d9\u4ed8\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u59d4\u8a17\u30d9\u30f3\u30c0\u30fc\u304c\u3053\u308c\u3089\u306e\u898f\u5236\u8981\u4ef6\u306b\u7cbe\u901a\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n
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\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
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\n\u307e\u3068\u3081<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u672c\u8a18\u4e8b\u3067\u306f\u3001\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306b\u304a\u3051\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5168\u4f53\u50cf\u3092\u6982\u89b3\u3057\u307e\u3057\u305f\u3002\u5be9\u67fb\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u9867\u5ba2\u5bfe\u5fdc\u3068\u3044\u30463\u3064\u306e\u30b3\u30a2\u696d\u52d9\u3092\u4e2d\u5fc3\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u91d1\u878d\u6a5f\u95a2\u306e\u751f\u7523\u6027\u5411\u4e0a\u3068\u898f\u5236\u5bfe\u5fdc\u306e\u4e21\u7acb\u306b\u8ca2\u732e\u3067\u304d\u308b\u5177\u4f53\u7684\u306a\u5834\u9762\u3068\u3001\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u539f\u5247\u3092\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u767a\u6ce8\u30fb\u5916\u6ce8\u30ac\u30a4\u30c9\uff5c\u4f9d\u983c\u65b9\u6cd5\u3068\u59d4\u8a17\u5148\u306e\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u9032\u3081\u65b9\u3068\u671f\u5f85\u3067\u304d\u308b\u6210\u679c<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306e\u696d\u52d9\u81ea\u52d5\u5316\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u7279\u306b\u52b9\u679c\u3092\u767a\u63ee\u3057\u3084\u3059\u3044\u9818\u57df\u306f\u300c\u60c5\u5831\u53ce\u96c6\u30fb\u6574\u7406\u300d\u300c\u66f8\u985e\u78ba\u8a8d\u30fb\u7a81\u5408\u300d\u300c\u5b9a\u578b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u300d\u306e3\u3064\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u696d\u52d9\u306f\u9ad8\u3044\u5c02\u9580\u77e5\u8b58\u3068\u7d30\u5fc3\u306e\u6ce8\u610f\u304c\u6c42\u3081\u3089\u308c\u308b\u4e00\u65b9\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u60c5\u5831\u51e6\u7406\u80fd\u529b\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u62c5\u5f53\u8005\u304c\u3088\u308a\u9ad8\u4ed8\u52a0\u4fa1\u5024\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3092\u4f5c\u308a\u51fa\u305b\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u5bfe\u8c61\u696d\u52d9\u3068\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u52d5\u5316\u5bfe\u8c61\u3068\u3057\u3066\u512a\u5148\u5ea6\u304c\u9ad8\u3044\u696d\u52d9\u3068\u3057\u3066\u306f\u3001\u5be9\u67fb\u95a2\u9023\u66f8\u985e\u306e\u78ba\u8a8d\u30fb\u7a81\u5408\u4f5c\u696d\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u56de\u7b54\u6848\u4f5c\u6210\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u5831\u544a\u66f8\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u3001\u5951\u7d04\u66f4\u65b0\u30fb\u6e80\u671f\u6848\u5185\u306e\u9867\u5ba2\u30d5\u30a9\u30ed\u30fc\u6587\u9762\u4f5c\u6210\u3001AML\u30fbKYC\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3044\u305a\u308c\u3082\u696d\u52d9\u91cf\u304c\u591a\u304f\u3001\u30eb\u30fc\u30eb\u3084\u624b\u9806\u304c\u6bd4\u8f03\u7684\u660e\u78ba\u3067\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f97\u610f\u306a\u60c5\u5831\u51e6\u7406\u3068\u76f8\u6027\u306e\u826f\u3044\u696d\u52d9\u3067\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u306f\u3001\u307e\u305a\u73fe\u72b6\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u3092\u53ef\u8996\u5316\u3057\u3066\u300c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u306a\u3063\u3066\u3044\u308b\u624b\u4f5c\u696d\u300d\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u6b21\u306b\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u696d\u52d9\u3092\u9078\u3093\u3067PoC\u5bfe\u8c61\u3092\u7d5e\u308a\u8fbc\u307f\u3001\u5c0f\u898f\u6a21\u306a\u691c\u8a3c\u304b\u3089\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u696d\u52d9\u304b\u3089\u9806\u6b21\u672c\u756a\u74b0\u5883\u3078\u306e\u9069\u7528\u3092\u62e1\u5927\u3057\u3001\u904b\u7528\u5b9a\u7740\u306b\u5411\u3051\u305f\u62c5\u5f53\u8005\u6559\u80b2\u3068\u52b9\u679c\u6e2c\u5b9a\u306e\u4ed5\u7d44\u307f\u3092\u6574\u5099\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u6574\u5099\u306e\u8981\u70b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u696d\u52d9\u81ea\u52d5\u5316\u3092\u5b9a\u7740\u3055\u305b\u308b\u306b\u306f\u3001\u6280\u8853\u7684\u306a\u5b9f\u88c5\u3068\u4e26\u884c\u3057\u3066\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u306f\u3001\u5229\u7528\u53ef\u80fd\u306aAI\u30b5\u30fc\u30d3\u30b9\u306e\u7bc4\u56f2\uff08\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u90e8\u9580\u304c\u627f\u8a8d\u3057\u305f\u6307\u5b9a\u30b5\u30fc\u30d3\u30b9\u306b\u9650\u5b9a\uff09\u3001\u5165\u529b\u7981\u6b62\u60c5\u5831\u306e\u5b9a\u7fa9\uff08\u9867\u5ba2\u500b\u4eba\u60c5\u5831\u30fb\u672a\u516c\u8868\u8ca1\u52d9\u60c5\u5831\u30fb\u30b7\u30b9\u30c6\u30e0\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u60c5\u5831\u306a\u3069\uff09\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u306b\u5bfe\u3059\u308b\u4eba\u9593\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u7fa9\u52d9\u3001\u306e3\u70b9\u3092\u6700\u4f4e\u9650\u660e\u8a18\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6e96\u62e0\u3059\u3079\u304d\u696d\u754c\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u4f53\u7cfb<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u5b9f\u52d9\u306b\u304a\u3044\u3066\u6e96\u62e0\u3059\u3079\u304d\u4e3b\u8981\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u91d1\u878d\u5e81\u300cAI\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30da\u30fc\u30d1\u30fc\u300d\uff082025\u5e743\u6708\u516c\u8868\uff09\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u53f0\u982d\u3084\u9867\u5ba2\u5411\u3051\u5c55\u958b\u3092\u8996\u91ce\u306b\u3001\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308bAI\u306e\u30ea\u30b9\u30af\u5b9a\u7fa9\u3068\u6cd5\u7684\u7fa9\u52d9\u306e\u65b9\u5411\u6027\u3092\u6574\u7406\u3057\u305f\u57fa\u76e4\u6587\u66f8\u3067\u3059\u3002FDUA\u300c\u91d1\u878d\u751f\u6210AI\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e744\u6708\u7b56\u5b9a\uff09\u306f\u3001\u4e3b\u8981\u9280\u884c\u30fb\u4fdd\u967a\u4f1a\u793e\u7b49\u304c\u53c2\u753b\u3057\u3066\u7b56\u5b9a\u3057\u305f\u5b9f\u52d9\u7684\u306a\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u3001\u5404\u6a5f\u95a2\u306e\u793e\u5185\u6307\u91dd\u69cb\u7bc9\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u306a\u308a\u307e\u3059\u3002\u91d1\u878d\u5e81\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e7410\u6708\u6539\u5b9a\uff09\u306f\u8a55\u4fa1\u9805\u76ee\u304c175\u9805\u76ee\u306b\u62e1\u5145\u3055\u308c\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u5c0e\u5165\u306b\u4f34\u3046\u30b5\u30a4\u30d0\u30fc\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u4f53\u5236\u78ba\u4fdd\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c7\u30fc\u30bf\u4fdd\u8b77\u3068RAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u63a1\u7528\u306e\u91cd\u8981\u6027<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u9867\u5ba2\u306e\u9810\u91d1\u60c5\u5831\u3084\u500b\u4eba\u306e\u4fe1\u7528\u60c5\u5831\u306a\u3069\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3067\u304d\u306a\u3044\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u51e6\u7406\u3055\u305b\u308b\u969b\u306f\u3001RAG\u69cb\u6210\u3092\u524d\u63d0\u3068\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u304c\u91d1\u878d\u6a5f\u95a2\u306b\u306f\u5fc5\u9808\u3067\u3059\u3002AI\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u306b\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u624b\u6cd5\u3092\u907f\u3051\u3001\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u4e00\u6642\u7684\u306b\u63a5\u7d9a\u3057\u30de\u30b9\u30af\u51e6\u7406\u3092\u65bd\u3057\u305f\u4e0a\u3067\u51e6\u7406\u3092\u884c\u3046\u8a2d\u8a08\u306b\u3088\u308a\u3001\u6a5f\u5bc6\u60c5\u5831\u306e\u6f0f\u6d29\u30ea\u30b9\u30af\u3092\u6291\u5236\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
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\nPoC\u304b\u3089\u59cb\u3081\u308b\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306e\u91cd\u8981\u6027<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u300c2\u9031\u9593\u300d\u3092\u76ee\u5b89\u306bPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u306b\u7740\u624b\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002\u5bfe\u8c61\u306f\u793e\u5185\u898f\u5b9a\u30fb\u5546\u54c1\u8aac\u660e\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u691c\u7d22\u3084\u5b9a\u578b\u30e1\u30fc\u30eb\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u306a\u3069\u3001\u30ea\u30b9\u30af\u304c\u6700\u3082\u9650\u5b9a\u7684\u306a\u9818\u57df\u304c\u9069\u5207\u3067\u3059\u3002PoC\u306e\u5951\u7d04\u3067\u306f\u300c\u6e96\u59d4\u4efb\u5951\u7d04\u300d\u3092\u9078\u629e\u3057\u3066\u8981\u4ef6\u5b9a\u7fa9\u306e\u5909\u66f4\u3092\u67d4\u8edf\u306b\u5438\u53ce\u3057\u3064\u3064\u3001\u958b\u59cb\u524d\u306b\u300c\u8a55\u4fa1\u3059\u3079\u304d\u30e2\u30c7\u30eb\u7cbe\u5ea6\u3068\u672c\u756a\u5316\u306e\u5408\u683c\u5224\u5b9a\u57fa\u6e96\uff08\u4f8b\uff1a\u6b63\u7b54\u738785%\u4ee5\u4e0a\uff09\u300d\u3092\u30d9\u30f3\u30c0\u30fc\u3068\u66f8\u9762\u3067\u5408\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
PoC\u306e\u7d50\u679c\u3092\u8a55\u4fa1\u57fa\u6e96\u306b\u57fa\u3065\u3044\u3066\u5224\u65ad\u3057\u3001\u5408\u683c\u3059\u308c\u3070\u6bb5\u968e\u7684\u306b\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u3084\u878d\u8cc7\u5be9\u67fb\u306a\u3069\u306e\u6838\u5fc3\u696d\u52d9\u3078\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9069\u7528\u7bc4\u56f2\u3092\u62e1\u5f35\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u7684\u62e1\u5927\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u30b3\u30b9\u30c8\u52b9\u7387\u3092\u6700\u5927\u5316\u3057\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u4e21\u7acb\u3055\u305b\u308b\u6700\u5584\u306e\u9032\u3081\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n
\nHuman-in-the-Loop\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u696d\u754c\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u539f\u5247\u304c\u3001\u878d\u8cc7\u5224\u65ad\u30fb\u9867\u5ba2\u5411\u3051\u56de\u7b54\u30fb\u6cd5\u4ee4\u9069\u5408\u6027\u5224\u65ad\u306a\u3069\u306b\u304a\u3051\u308b\u300c\u610f\u601d\u6c7a\u5b9a\u8cac\u4efb\u306f100%\u4eba\u9593\u304c\u62c5\u3046\u300d\u4f53\u5236\u306e\u30b7\u30b9\u30c6\u30e0\u30d5\u30ed\u30fc\u4e0a\u3078\u306e\u7d44\u307f\u8fbc\u307f\u3067\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f79\u5272\u306f\u60c5\u5831\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30fb\u4e0b\u66f8\u304d\u4f5c\u6210\u30fb\u7570\u5e38\u5024\u306e\u30d5\u30e9\u30b0\u4ed8\u4e0e\u306b\u9650\u5b9a\u3057\u3001\u6700\u7d42\u7684\u306a\u53ef\u5426\u6c7a\u5b9a\u306f\u4eba\u9593\u304c\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306eHuman-in-the-Loop\u30e2\u30c7\u30eb\u3092\u5fb9\u5e95\u3059\u308b\u3053\u3068\u3067\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308b\u9867\u5ba2\u30c8\u30e9\u30d6\u30eb\u3084\u9069\u5408\u6027\u539f\u5247\u9055\u53cd\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u9055\u53cd\u304c\u767a\u751f\u3057\u305f\u969b\u306e\u8aac\u660e\u8cac\u4efb\u3092\u62c5\u4fdd\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001RAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3057\u3066\u9867\u5ba2\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3057\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b\u3053\u3068\u3082\u3001\u91d1\u878d\u6a5f\u95a2\u306b\u306f\u5fc5\u9808\u306e\u8981\u4ef6\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9\uff5c\u5c0e\u5165\u30d7\u30ed\u30bb\u30b9\u3068\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8<\/a><\/p>\n\n\n\n\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306b\u5f37\u3044\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u3092\u5916\u90e8\u30d9\u30f3\u30c0\u30fc\u306b\u59d4\u8a17\u3059\u308b\u969b\u306f\u3001\u6280\u8853\u529b\u3060\u3051\u3067\u306a\u304f\u91d1\u878d\u696d\u754c\u56fa\u6709\u306e\u696d\u52d9\u77e5\u8b58\u30fb\u898f\u5236\u5bfe\u5fdc\u7d4c\u9a13\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u3092\u517c\u306d\u5099\u3048\u3066\u3044\u308b\u304b\u3092\u591a\u89d2\u7684\u306b\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u958b\u767a\u306e\u4e0d\u78ba\u5b9f\u6027\u3068\u696d\u52d9\u7406\u89e3\u306e\u5fc5\u8981\u6027\u304b\u3089\u3001\u9078\u5b9a\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u7279\u306b\u614e\u91cd\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30d9\u30f3\u30c0\u30fc\u9078\u5b9a\u3067\u91cd\u8996\u3059\u3079\u304d\u8a55\u4fa1\u57fa\u6e96<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u59d4\u8a17\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u5b9a\u3067\u306f\u3001\u5358\u306b\u904e\u53bb\u306e\u5c0e\u5165\u5b9f\u7e3e\u306e\u7dcf\u91cf\u3092\u898b\u308b\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u300c\u81ea\u793e\u3068\u540c\u898f\u6a21\u30fb\u540c\u696d\u754c\u3067\u3001\u985e\u4f3c\u30c7\u30fc\u30bf\u3092\u6271\u3063\u305f\u7d4c\u9a13\u304c\u3042\u308b\u304b\u300d\u3068\u3044\u3046\u300c\u518d\u73fe\u6027\u306e\u3042\u308b\u6210\u529f\u30d1\u30bf\u30fc\u30f3\u300d\u306e\u6709\u7121\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30e2\u30c7\u30eb\u958b\u767a\u80fd\u529b\u3060\u3051\u3067\u306a\u304f\u3001\u672c\u756a\u79fb\u884c\u5f8c\u306e\u5b89\u5b9a\u7a3c\u50cd\u3092\u898b\u636e\u3048\u305fMLOps\u3084\u3001AI\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u7cbe\u5ea6\u3092\u8a55\u4fa1\u30fb\u7dad\u6301\u3059\u308b\u305f\u3081\u306e\u8a55\u4fa1\u8a2d\u8a08\u306e\u77e5\u898b\u3092\u5b9f\u8a3c\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u307e\u305f\u3001\u512a\u308c\u305f\u30d9\u30f3\u30c0\u30fc\u306f\u63d0\u6848\u66f8\u6bb5\u968e\u306b\u304a\u3044\u3066\u6280\u8853\u7684\u306a\u4eee\u8aac\u3060\u3051\u3067\u306a\u304f\u3001\u60f3\u5b9a\u3055\u308c\u308b\u30e2\u30c7\u30eb\u7cbe\u5ea6\u4e0a\u306e\u30ea\u30b9\u30af\u3068\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u6848\u3092\u3042\u3089\u304b\u3058\u3081\u63d0\u793a\u3057\u307e\u3059\u3002\u9031\u6b21\u5408\u610f\u30d7\u30ed\u30bb\u30b9\u306e\u6709\u7121\u30fb\u8b70\u4e8b\u9332\u306e\u7c92\u5ea6\u30fb\u4ed5\u69d8\u5909\u66f4\u6642\u306e\u30b3\u30b9\u30c8\u7b97\u5b9a\u30eb\u30fc\u30eb\u306e\u900f\u660e\u6027\u3082\u3001\u91cd\u8981\u306a\u5224\u65ad\u6307\u6a19\u3067\u3059\u3002\u4fa1\u683c\u8a55\u4fa1\u3067\u306f\u521d\u671f\u8cbb\u7528\u3060\u3051\u3067\u306a\u304f\u30013\u5e74\u9593\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7dcf\u984d\uff08\u521d\u671f\u8cbb\u7528\u30fb\u5f93\u91cf\u8ab2\u91d1\u30fb\u4fdd\u5b88\u30fb\u6559\u80b2\u30b5\u30dd\u30fc\u30c8\uff09\u3067\u6295\u8cc7\u5bfe\u52b9\u679c\u3092\u7b97\u5b9a\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u5bfe\u5fdc\u529b\u306e\u78ba\u8a8d\u30dd\u30a4\u30f3\u30c8<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306f\u3001\u91d1\u878d\u5e81\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e7410\u6708\u6539\u5b9a\uff09\u3078\u306e\u5bfe\u5fdc\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u306f\u8a55\u4fa1\u9805\u76ee\u304c175\u9805\u76ee\u3078\u62e1\u5145\u3055\u308c\u3066\u304a\u308a\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u5c0e\u5165\u306b\u4f34\u3046\u30b5\u30a4\u30d0\u30fc\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u78ba\u4fdd\u304c\u7fa9\u52d9\u4ed8\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u59d4\u8a17\u30d9\u30f3\u30c0\u30fc\u304c\u3053\u308c\u3089\u306e\u898f\u5236\u8981\u4ef6\u306b\u7cbe\u901a\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n
\u30aa\u30d5\u30b7\u30e7\u30a2\u958b\u767a\u3092\u9078\u629e\u3059\u308b\u5834\u5408\u3084\u5927\u624bSIer\u3092\u4e3b\u5951\u7d04\u8005\u3068\u3059\u308b\u30b1\u30fc\u30b9\u3067\u306f\u3001\u8a00\u8a9e\u30fb\u6642\u5dee\u30fb\u696d\u52d9\u4ed5\u69d8\u3078\u306e\u89e3\u91c8\u306e\u76f8\u9055\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30b3\u30b9\u30c8\u306e\u5897\u5927\u304c\u6df1\u523b\u306a\u30ea\u30b9\u30af\u3068\u306a\u308a\u307e\u3059\u3002\u767a\u6ce8\u4f01\u696d\u3068\u958b\u767a\u30c1\u30fc\u30e0\u306e\u9593\u306b\u65e5\u672c\u8a9e\u30fb\u91d1\u878d\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u30fbAI\u30b9\u30bf\u30c3\u30af\u306e\u53cc\u65b9\u3092\u7406\u89e3\u3059\u308b\u30d6\u30ea\u30c3\u30b8\u30b7\u30b9\u30c6\u30e0\u30a8\u30f3\u30b8\u30cb\u30a2\uff08BSE\uff09\u3092\u5e38\u99d0\u3055\u305b\u308b\u4f53\u5236\u3092\u5fc5\u9808\u8981\u4ef6\u3068\u3057\u3066\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n
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\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
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\n\u307e\u3068\u3081<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u672c\u8a18\u4e8b\u3067\u306f\u3001\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306b\u304a\u3051\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5168\u4f53\u50cf\u3092\u6982\u89b3\u3057\u307e\u3057\u305f\u3002\u5be9\u67fb\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u9867\u5ba2\u5bfe\u5fdc\u3068\u3044\u30463\u3064\u306e\u30b3\u30a2\u696d\u52d9\u3092\u4e2d\u5fc3\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u91d1\u878d\u6a5f\u95a2\u306e\u751f\u7523\u6027\u5411\u4e0a\u3068\u898f\u5236\u5bfe\u5fdc\u306e\u4e21\u7acb\u306b\u8ca2\u732e\u3067\u304d\u308b\u5177\u4f53\u7684\u306a\u5834\u9762\u3068\u3001\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u539f\u5247\u3092\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
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<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306f\u3001\u696d\u754c\u56fa\u6709\u306e\u898f\u5236\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u3092\u8003\u616e\u3057\u305f\u9032\u3081\u65b9\u304c\u5fc5\u8981\u3067\u3059\u3002\u91d1\u878d\u5e81\u304c\u793a\u3059\u300c\u30c1\u30e3\u30ec\u30f3\u30b8\u3057\u306a\u3044\u30ea\u30b9\u30af\u300d\u3078\u306e\u8b66\u544a\u3092\u8e0f\u307e\u3048\u308b\u3068\u3001\u5b8c\u74a7\u306a\u6e96\u5099\u3092\u5f85\u3063\u3066\u304b\u3089\u4e00\u6c17\u306b\u5168\u793e\u5c55\u958b\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30ea\u30b9\u30af\u304c\u9650\u5b9a\u7684\u306a\u9818\u57df\u304b\u3089\u5c0f\u3055\u304f\u59cb\u3081\u3066\u6bb5\u968e\u7684\u306b\u62e1\u5927\u3059\u308b\u300c\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u30fb\u30af\u30a4\u30c3\u30af\u30a6\u30a3\u30f3\u300d\u306e\u9032\u3081\u65b9\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
PoC\u304b\u3089\u59cb\u3081\u308b\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306e\u91cd\u8981\u6027<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u300c2\u9031\u9593\u300d\u3092\u76ee\u5b89\u306bPoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u306b\u7740\u624b\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002\u5bfe\u8c61\u306f\u793e\u5185\u898f\u5b9a\u30fb\u5546\u54c1\u8aac\u660e\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u691c\u7d22\u3084\u5b9a\u578b\u30e1\u30fc\u30eb\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u306a\u3069\u3001\u30ea\u30b9\u30af\u304c\u6700\u3082\u9650\u5b9a\u7684\u306a\u9818\u57df\u304c\u9069\u5207\u3067\u3059\u3002PoC\u306e\u5951\u7d04\u3067\u306f\u300c\u6e96\u59d4\u4efb\u5951\u7d04\u300d\u3092\u9078\u629e\u3057\u3066\u8981\u4ef6\u5b9a\u7fa9\u306e\u5909\u66f4\u3092\u67d4\u8edf\u306b\u5438\u53ce\u3057\u3064\u3064\u3001\u958b\u59cb\u524d\u306b\u300c\u8a55\u4fa1\u3059\u3079\u304d\u30e2\u30c7\u30eb\u7cbe\u5ea6\u3068\u672c\u756a\u5316\u306e\u5408\u683c\u5224\u5b9a\u57fa\u6e96\uff08\u4f8b\uff1a\u6b63\u7b54\u738785%\u4ee5\u4e0a\uff09\u300d\u3092\u30d9\u30f3\u30c0\u30fc\u3068\u66f8\u9762\u3067\u5408\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
PoC\u306e\u7d50\u679c\u3092\u8a55\u4fa1\u57fa\u6e96\u306b\u57fa\u3065\u3044\u3066\u5224\u65ad\u3057\u3001\u5408\u683c\u3059\u308c\u3070\u6bb5\u968e\u7684\u306b\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u3084\u878d\u8cc7\u5be9\u67fb\u306a\u3069\u306e\u6838\u5fc3\u696d\u52d9\u3078\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9069\u7528\u7bc4\u56f2\u3092\u62e1\u5f35\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u7684\u62e1\u5927\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u30b3\u30b9\u30c8\u52b9\u7387\u3092\u6700\u5927\u5316\u3057\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u4e21\u7acb\u3055\u305b\u308b\u6700\u5584\u306e\u9032\u3081\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n
\nHuman-in-the-Loop\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u696d\u754c\u3067\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u539f\u5247\u304c\u3001\u878d\u8cc7\u5224\u65ad\u30fb\u9867\u5ba2\u5411\u3051\u56de\u7b54\u30fb\u6cd5\u4ee4\u9069\u5408\u6027\u5224\u65ad\u306a\u3069\u306b\u304a\u3051\u308b\u300c\u610f\u601d\u6c7a\u5b9a\u8cac\u4efb\u306f100%\u4eba\u9593\u304c\u62c5\u3046\u300d\u4f53\u5236\u306e\u30b7\u30b9\u30c6\u30e0\u30d5\u30ed\u30fc\u4e0a\u3078\u306e\u7d44\u307f\u8fbc\u307f\u3067\u3059\u3002AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f79\u5272\u306f\u60c5\u5831\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30fb\u4e0b\u66f8\u304d\u4f5c\u6210\u30fb\u7570\u5e38\u5024\u306e\u30d5\u30e9\u30b0\u4ed8\u4e0e\u306b\u9650\u5b9a\u3057\u3001\u6700\u7d42\u7684\u306a\u53ef\u5426\u6c7a\u5b9a\u306f\u4eba\u9593\u304c\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306eHuman-in-the-Loop\u30e2\u30c7\u30eb\u3092\u5fb9\u5e95\u3059\u308b\u3053\u3068\u3067\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308b\u9867\u5ba2\u30c8\u30e9\u30d6\u30eb\u3084\u9069\u5408\u6027\u539f\u5247\u9055\u53cd\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u9055\u53cd\u304c\u767a\u751f\u3057\u305f\u969b\u306e\u8aac\u660e\u8cac\u4efb\u3092\u62c5\u4fdd\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001RAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3057\u3066\u9867\u5ba2\u306e\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3057\u306a\u3044\u8a2d\u8a08\u306b\u3059\u308b\u3053\u3068\u3082\u3001\u91d1\u878d\u6a5f\u95a2\u306b\u306f\u5fc5\u9808\u306e\u8981\u4ef6\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u9032\u3081\u65b9\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u767a\u6ce8\u30fb\u5916\u6ce8\u30ac\u30a4\u30c9\uff5c\u4f9d\u983c\u65b9\u6cd5\u3068\u59d4\u8a17\u5148\u306e\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u9032\u3081\u65b9\u3068\u671f\u5f85\u3067\u304d\u308b\u6210\u679c<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306e\u696d\u52d9\u81ea\u52d5\u5316\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u7279\u306b\u52b9\u679c\u3092\u767a\u63ee\u3057\u3084\u3059\u3044\u9818\u57df\u306f\u300c\u60c5\u5831\u53ce\u96c6\u30fb\u6574\u7406\u300d\u300c\u66f8\u985e\u78ba\u8a8d\u30fb\u7a81\u5408\u300d\u300c\u5b9a\u578b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u300d\u306e3\u3064\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u696d\u52d9\u306f\u9ad8\u3044\u5c02\u9580\u77e5\u8b58\u3068\u7d30\u5fc3\u306e\u6ce8\u610f\u304c\u6c42\u3081\u3089\u308c\u308b\u4e00\u65b9\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u60c5\u5831\u51e6\u7406\u80fd\u529b\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u62c5\u5f53\u8005\u304c\u3088\u308a\u9ad8\u4ed8\u52a0\u4fa1\u5024\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3092\u4f5c\u308a\u51fa\u305b\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u5bfe\u8c61\u696d\u52d9\u3068\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u52d5\u5316\u5bfe\u8c61\u3068\u3057\u3066\u512a\u5148\u5ea6\u304c\u9ad8\u3044\u696d\u52d9\u3068\u3057\u3066\u306f\u3001\u5be9\u67fb\u95a2\u9023\u66f8\u985e\u306e\u78ba\u8a8d\u30fb\u7a81\u5408\u4f5c\u696d\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u56de\u7b54\u6848\u4f5c\u6210\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u5831\u544a\u66f8\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u3001\u5951\u7d04\u66f4\u65b0\u30fb\u6e80\u671f\u6848\u5185\u306e\u9867\u5ba2\u30d5\u30a9\u30ed\u30fc\u6587\u9762\u4f5c\u6210\u3001AML\u30fbKYC\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3044\u305a\u308c\u3082\u696d\u52d9\u91cf\u304c\u591a\u304f\u3001\u30eb\u30fc\u30eb\u3084\u624b\u9806\u304c\u6bd4\u8f03\u7684\u660e\u78ba\u3067\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f97\u610f\u306a\u60c5\u5831\u51e6\u7406\u3068\u76f8\u6027\u306e\u826f\u3044\u696d\u52d9\u3067\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u306f\u3001\u307e\u305a\u73fe\u72b6\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u3092\u53ef\u8996\u5316\u3057\u3066\u300c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u306a\u3063\u3066\u3044\u308b\u624b\u4f5c\u696d\u300d\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u6b21\u306b\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u696d\u52d9\u3092\u9078\u3093\u3067PoC\u5bfe\u8c61\u3092\u7d5e\u308a\u8fbc\u307f\u3001\u5c0f\u898f\u6a21\u306a\u691c\u8a3c\u304b\u3089\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u696d\u52d9\u304b\u3089\u9806\u6b21\u672c\u756a\u74b0\u5883\u3078\u306e\u9069\u7528\u3092\u62e1\u5927\u3057\u3001\u904b\u7528\u5b9a\u7740\u306b\u5411\u3051\u305f\u62c5\u5f53\u8005\u6559\u80b2\u3068\u52b9\u679c\u6e2c\u5b9a\u306e\u4ed5\u7d44\u307f\u3092\u6574\u5099\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u6574\u5099\u306e\u8981\u70b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u696d\u52d9\u81ea\u52d5\u5316\u3092\u5b9a\u7740\u3055\u305b\u308b\u306b\u306f\u3001\u6280\u8853\u7684\u306a\u5b9f\u88c5\u3068\u4e26\u884c\u3057\u3066\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u306f\u3001\u5229\u7528\u53ef\u80fd\u306aAI\u30b5\u30fc\u30d3\u30b9\u306e\u7bc4\u56f2\uff08\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u90e8\u9580\u304c\u627f\u8a8d\u3057\u305f\u6307\u5b9a\u30b5\u30fc\u30d3\u30b9\u306b\u9650\u5b9a\uff09\u3001\u5165\u529b\u7981\u6b62\u60c5\u5831\u306e\u5b9a\u7fa9\uff08\u9867\u5ba2\u500b\u4eba\u60c5\u5831\u30fb\u672a\u516c\u8868\u8ca1\u52d9\u60c5\u5831\u30fb\u30b7\u30b9\u30c6\u30e0\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u60c5\u5831\u306a\u3069\uff09\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u306b\u5bfe\u3059\u308b\u4eba\u9593\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u7fa9\u52d9\u3001\u306e3\u70b9\u3092\u6700\u4f4e\u9650\u660e\u8a18\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
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\n\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u6574\u5099\u306e\u8981\u70b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u696d\u52d9\u81ea\u52d5\u5316\u3092\u5b9a\u7740\u3055\u305b\u308b\u306b\u306f\u3001\u6280\u8853\u7684\u306a\u5b9f\u88c5\u3068\u4e26\u884c\u3057\u3066\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u306f\u3001\u5229\u7528\u53ef\u80fd\u306aAI\u30b5\u30fc\u30d3\u30b9\u306e\u7bc4\u56f2\uff08\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u90e8\u9580\u304c\u627f\u8a8d\u3057\u305f\u6307\u5b9a\u30b5\u30fc\u30d3\u30b9\u306b\u9650\u5b9a\uff09\u3001\u5165\u529b\u7981\u6b62\u60c5\u5831\u306e\u5b9a\u7fa9\uff08\u9867\u5ba2\u500b\u4eba\u60c5\u5831\u30fb\u672a\u516c\u8868\u8ca1\u52d9\u60c5\u5831\u30fb\u30b7\u30b9\u30c6\u30e0\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u60c5\u5831\u306a\u3069\uff09\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u306b\u5bfe\u3059\u308b\u4eba\u9593\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u7fa9\u52d9\u3001\u306e3\u70b9\u3092\u6700\u4f4e\u9650\u660e\u8a18\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
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\n\u307e\u3068\u3081<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u672c\u8a18\u4e8b\u3067\u306f\u3001\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306b\u304a\u3051\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5168\u4f53\u50cf\u3092\u6982\u89b3\u3057\u307e\u3057\u305f\u3002\u5be9\u67fb\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u9867\u5ba2\u5bfe\u5fdc\u3068\u3044\u30463\u3064\u306e\u30b3\u30a2\u696d\u52d9\u3092\u4e2d\u5fc3\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u91d1\u878d\u6a5f\u95a2\u306e\u751f\u7523\u6027\u5411\u4e0a\u3068\u898f\u5236\u5bfe\u5fdc\u306e\u4e21\u7acb\u306b\u8ca2\u732e\u3067\u304d\u308b\u5177\u4f53\u7684\u306a\u5834\u9762\u3068\u3001\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u539f\u5247\u3092\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6e96\u62e0\u3059\u3079\u304d\u696d\u754c\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u4f53\u7cfb<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u5b9f\u52d9\u306b\u304a\u3044\u3066\u6e96\u62e0\u3059\u3079\u304d\u4e3b\u8981\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u91d1\u878d\u5e81\u300cAI\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30da\u30fc\u30d1\u30fc\u300d\uff082025\u5e743\u6708\u516c\u8868\uff09\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u53f0\u982d\u3084\u9867\u5ba2\u5411\u3051\u5c55\u958b\u3092\u8996\u91ce\u306b\u3001\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308bAI\u306e\u30ea\u30b9\u30af\u5b9a\u7fa9\u3068\u6cd5\u7684\u7fa9\u52d9\u306e\u65b9\u5411\u6027\u3092\u6574\u7406\u3057\u305f\u57fa\u76e4\u6587\u66f8\u3067\u3059\u3002FDUA\u300c\u91d1\u878d\u751f\u6210AI\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e744\u6708\u7b56\u5b9a\uff09\u306f\u3001\u4e3b\u8981\u9280\u884c\u30fb\u4fdd\u967a\u4f1a\u793e\u7b49\u304c\u53c2\u753b\u3057\u3066\u7b56\u5b9a\u3057\u305f\u5b9f\u52d9\u7684\u306a\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u3001\u5404\u6a5f\u95a2\u306e\u793e\u5185\u6307\u91dd\u69cb\u7bc9\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u306a\u308a\u307e\u3059\u3002\u91d1\u878d\u5e81\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e7410\u6708\u6539\u5b9a\uff09\u306f\u8a55\u4fa1\u9805\u76ee\u304c175\u9805\u76ee\u306b\u62e1\u5145\u3055\u308c\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u5c0e\u5165\u306b\u4f34\u3046\u30b5\u30a4\u30d0\u30fc\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u4f53\u5236\u78ba\u4fdd\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u767a\u6ce8\u30fb\u5916\u6ce8\u30ac\u30a4\u30c9\uff5c\u4f9d\u983c\u65b9\u6cd5\u3068\u59d4\u8a17\u5148\u306e\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u9032\u3081\u65b9\u3068\u671f\u5f85\u3067\u304d\u308b\u6210\u679c<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306e\u696d\u52d9\u81ea\u52d5\u5316\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u7279\u306b\u52b9\u679c\u3092\u767a\u63ee\u3057\u3084\u3059\u3044\u9818\u57df\u306f\u300c\u60c5\u5831\u53ce\u96c6\u30fb\u6574\u7406\u300d\u300c\u66f8\u985e\u78ba\u8a8d\u30fb\u7a81\u5408\u300d\u300c\u5b9a\u578b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u300d\u306e3\u3064\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u696d\u52d9\u306f\u9ad8\u3044\u5c02\u9580\u77e5\u8b58\u3068\u7d30\u5fc3\u306e\u6ce8\u610f\u304c\u6c42\u3081\u3089\u308c\u308b\u4e00\u65b9\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u60c5\u5831\u51e6\u7406\u80fd\u529b\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u62c5\u5f53\u8005\u304c\u3088\u308a\u9ad8\u4ed8\u52a0\u4fa1\u5024\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3092\u4f5c\u308a\u51fa\u305b\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u5bfe\u8c61\u696d\u52d9\u3068\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u52d5\u5316\u5bfe\u8c61\u3068\u3057\u3066\u512a\u5148\u5ea6\u304c\u9ad8\u3044\u696d\u52d9\u3068\u3057\u3066\u306f\u3001\u5be9\u67fb\u95a2\u9023\u66f8\u985e\u306e\u78ba\u8a8d\u30fb\u7a81\u5408\u4f5c\u696d\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u56de\u7b54\u6848\u4f5c\u6210\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u5831\u544a\u66f8\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u3001\u5951\u7d04\u66f4\u65b0\u30fb\u6e80\u671f\u6848\u5185\u306e\u9867\u5ba2\u30d5\u30a9\u30ed\u30fc\u6587\u9762\u4f5c\u6210\u3001AML\u30fbKYC\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3044\u305a\u308c\u3082\u696d\u52d9\u91cf\u304c\u591a\u304f\u3001\u30eb\u30fc\u30eb\u3084\u624b\u9806\u304c\u6bd4\u8f03\u7684\u660e\u78ba\u3067\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f97\u610f\u306a\u60c5\u5831\u51e6\u7406\u3068\u76f8\u6027\u306e\u826f\u3044\u696d\u52d9\u3067\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u306f\u3001\u307e\u305a\u73fe\u72b6\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u3092\u53ef\u8996\u5316\u3057\u3066\u300c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u306a\u3063\u3066\u3044\u308b\u624b\u4f5c\u696d\u300d\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u6b21\u306b\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u696d\u52d9\u3092\u9078\u3093\u3067PoC\u5bfe\u8c61\u3092\u7d5e\u308a\u8fbc\u307f\u3001\u5c0f\u898f\u6a21\u306a\u691c\u8a3c\u304b\u3089\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u696d\u52d9\u304b\u3089\u9806\u6b21\u672c\u756a\u74b0\u5883\u3078\u306e\u9069\u7528\u3092\u62e1\u5927\u3057\u3001\u904b\u7528\u5b9a\u7740\u306b\u5411\u3051\u305f\u62c5\u5f53\u8005\u6559\u80b2\u3068\u52b9\u679c\u6e2c\u5b9a\u306e\u4ed5\u7d44\u307f\u3092\u6574\u5099\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u6574\u5099\u306e\u8981\u70b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u696d\u52d9\u81ea\u52d5\u5316\u3092\u5b9a\u7740\u3055\u305b\u308b\u306b\u306f\u3001\u6280\u8853\u7684\u306a\u5b9f\u88c5\u3068\u4e26\u884c\u3057\u3066\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u306f\u3001\u5229\u7528\u53ef\u80fd\u306aAI\u30b5\u30fc\u30d3\u30b9\u306e\u7bc4\u56f2\uff08\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u90e8\u9580\u304c\u627f\u8a8d\u3057\u305f\u6307\u5b9a\u30b5\u30fc\u30d3\u30b9\u306b\u9650\u5b9a\uff09\u3001\u5165\u529b\u7981\u6b62\u60c5\u5831\u306e\u5b9a\u7fa9\uff08\u9867\u5ba2\u500b\u4eba\u60c5\u5831\u30fb\u672a\u516c\u8868\u8ca1\u52d9\u60c5\u5831\u30fb\u30b7\u30b9\u30c6\u30e0\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u60c5\u5831\u306a\u3069\uff09\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u306b\u5bfe\u3059\u308b\u4eba\u9593\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u7fa9\u52d9\u3001\u306e3\u70b9\u3092\u6700\u4f4e\u9650\u660e\u8a18\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u767a\u6ce8\u30fb\u5916\u6ce8\u30ac\u30a4\u30c9\uff5c\u4f9d\u983c\u65b9\u6cd5\u3068\u59d4\u8a17\u5148\u306e\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u9032\u3081\u65b9\u3068\u671f\u5f85\u3067\u304d\u308b\u6210\u679c<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306e\u696d\u52d9\u81ea\u52d5\u5316\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u7279\u306b\u52b9\u679c\u3092\u767a\u63ee\u3057\u3084\u3059\u3044\u9818\u57df\u306f\u300c\u60c5\u5831\u53ce\u96c6\u30fb\u6574\u7406\u300d\u300c\u66f8\u985e\u78ba\u8a8d\u30fb\u7a81\u5408\u300d\u300c\u5b9a\u578b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u300d\u306e3\u3064\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u696d\u52d9\u306f\u9ad8\u3044\u5c02\u9580\u77e5\u8b58\u3068\u7d30\u5fc3\u306e\u6ce8\u610f\u304c\u6c42\u3081\u3089\u308c\u308b\u4e00\u65b9\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u60c5\u5831\u51e6\u7406\u80fd\u529b\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u62c5\u5f53\u8005\u304c\u3088\u308a\u9ad8\u4ed8\u52a0\u4fa1\u5024\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3092\u4f5c\u308a\u51fa\u305b\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u5bfe\u8c61\u696d\u52d9\u3068\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u52d5\u5316\u5bfe\u8c61\u3068\u3057\u3066\u512a\u5148\u5ea6\u304c\u9ad8\u3044\u696d\u52d9\u3068\u3057\u3066\u306f\u3001\u5be9\u67fb\u95a2\u9023\u66f8\u985e\u306e\u78ba\u8a8d\u30fb\u7a81\u5408\u4f5c\u696d\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u56de\u7b54\u6848\u4f5c\u6210\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u5831\u544a\u66f8\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u3001\u5951\u7d04\u66f4\u65b0\u30fb\u6e80\u671f\u6848\u5185\u306e\u9867\u5ba2\u30d5\u30a9\u30ed\u30fc\u6587\u9762\u4f5c\u6210\u3001AML\u30fbKYC\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3044\u305a\u308c\u3082\u696d\u52d9\u91cf\u304c\u591a\u304f\u3001\u30eb\u30fc\u30eb\u3084\u624b\u9806\u304c\u6bd4\u8f03\u7684\u660e\u78ba\u3067\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f97\u610f\u306a\u60c5\u5831\u51e6\u7406\u3068\u76f8\u6027\u306e\u826f\u3044\u696d\u52d9\u3067\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u306f\u3001\u307e\u305a\u73fe\u72b6\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u3092\u53ef\u8996\u5316\u3057\u3066\u300c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u306a\u3063\u3066\u3044\u308b\u624b\u4f5c\u696d\u300d\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u6b21\u306b\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u696d\u52d9\u3092\u9078\u3093\u3067PoC\u5bfe\u8c61\u3092\u7d5e\u308a\u8fbc\u307f\u3001\u5c0f\u898f\u6a21\u306a\u691c\u8a3c\u304b\u3089\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u696d\u52d9\u304b\u3089\u9806\u6b21\u672c\u756a\u74b0\u5883\u3078\u306e\u9069\u7528\u3092\u62e1\u5927\u3057\u3001\u904b\u7528\u5b9a\u7740\u306b\u5411\u3051\u305f\u62c5\u5f53\u8005\u6559\u80b2\u3068\u52b9\u679c\u6e2c\u5b9a\u306e\u4ed5\u7d44\u307f\u3092\u6574\u5099\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u6574\u5099\u306e\u8981\u70b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u696d\u52d9\u81ea\u52d5\u5316\u3092\u5b9a\u7740\u3055\u305b\u308b\u306b\u306f\u3001\u6280\u8853\u7684\u306a\u5b9f\u88c5\u3068\u4e26\u884c\u3057\u3066\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u306f\u3001\u5229\u7528\u53ef\u80fd\u306aAI\u30b5\u30fc\u30d3\u30b9\u306e\u7bc4\u56f2\uff08\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u90e8\u9580\u304c\u627f\u8a8d\u3057\u305f\u6307\u5b9a\u30b5\u30fc\u30d3\u30b9\u306b\u9650\u5b9a\uff09\u3001\u5165\u529b\u7981\u6b62\u60c5\u5831\u306e\u5b9a\u7fa9\uff08\u9867\u5ba2\u500b\u4eba\u60c5\u5831\u30fb\u672a\u516c\u8868\u8ca1\u52d9\u60c5\u5831\u30fb\u30b7\u30b9\u30c6\u30e0\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u60c5\u5831\u306a\u3069\uff09\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u306b\u5bfe\u3059\u308b\u4eba\u9593\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u7fa9\u52d9\u3001\u306e3\u70b9\u3092\u6700\u4f4e\u9650\u660e\u8a18\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6e96\u62e0\u3059\u3079\u304d\u696d\u754c\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u4f53\u7cfb<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u5b9f\u52d9\u306b\u304a\u3044\u3066\u6e96\u62e0\u3059\u3079\u304d\u4e3b\u8981\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u91d1\u878d\u5e81\u300cAI\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30da\u30fc\u30d1\u30fc\u300d\uff082025\u5e743\u6708\u516c\u8868\uff09\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u53f0\u982d\u3084\u9867\u5ba2\u5411\u3051\u5c55\u958b\u3092\u8996\u91ce\u306b\u3001\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308bAI\u306e\u30ea\u30b9\u30af\u5b9a\u7fa9\u3068\u6cd5\u7684\u7fa9\u52d9\u306e\u65b9\u5411\u6027\u3092\u6574\u7406\u3057\u305f\u57fa\u76e4\u6587\u66f8\u3067\u3059\u3002FDUA\u300c\u91d1\u878d\u751f\u6210AI\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e744\u6708\u7b56\u5b9a\uff09\u306f\u3001\u4e3b\u8981\u9280\u884c\u30fb\u4fdd\u967a\u4f1a\u793e\u7b49\u304c\u53c2\u753b\u3057\u3066\u7b56\u5b9a\u3057\u305f\u5b9f\u52d9\u7684\u306a\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u3001\u5404\u6a5f\u95a2\u306e\u793e\u5185\u6307\u91dd\u69cb\u7bc9\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u306a\u308a\u307e\u3059\u3002\u91d1\u878d\u5e81\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e7410\u6708\u6539\u5b9a\uff09\u306f\u8a55\u4fa1\u9805\u76ee\u304c175\u9805\u76ee\u306b\u62e1\u5145\u3055\u308c\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u5c0e\u5165\u306b\u4f34\u3046\u30b5\u30a4\u30d0\u30fc\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u4f53\u5236\u78ba\u4fdd\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c7\u30fc\u30bf\u4fdd\u8b77\u3068RAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u63a1\u7528\u306e\u91cd\u8981\u6027<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u9867\u5ba2\u306e\u9810\u91d1\u60c5\u5831\u3084\u500b\u4eba\u306e\u4fe1\u7528\u60c5\u5831\u306a\u3069\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3067\u304d\u306a\u3044\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u51e6\u7406\u3055\u305b\u308b\u969b\u306f\u3001RAG\u69cb\u6210\u3092\u524d\u63d0\u3068\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u304c\u91d1\u878d\u6a5f\u95a2\u306b\u306f\u5fc5\u9808\u3067\u3059\u3002AI\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u306b\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u624b\u6cd5\u3092\u907f\u3051\u3001\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u4e00\u6642\u7684\u306b\u63a5\u7d9a\u3057\u30de\u30b9\u30af\u51e6\u7406\u3092\u65bd\u3057\u305f\u4e0a\u3067\u51e6\u7406\u3092\u884c\u3046\u8a2d\u8a08\u306b\u3088\u308a\u3001\u6a5f\u5bc6\u60c5\u5831\u306e\u6f0f\u6d29\u30ea\u30b9\u30af\u3092\u6291\u5236\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6e96\u62e0\u3059\u3079\u304d\u696d\u754c\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u4f53\u7cfb<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u5b9f\u52d9\u306b\u304a\u3044\u3066\u6e96\u62e0\u3059\u3079\u304d\u4e3b\u8981\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u91d1\u878d\u5e81\u300cAI\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30da\u30fc\u30d1\u30fc\u300d\uff082025\u5e743\u6708\u516c\u8868\uff09\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u53f0\u982d\u3084\u9867\u5ba2\u5411\u3051\u5c55\u958b\u3092\u8996\u91ce\u306b\u3001\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308bAI\u306e\u30ea\u30b9\u30af\u5b9a\u7fa9\u3068\u6cd5\u7684\u7fa9\u52d9\u306e\u65b9\u5411\u6027\u3092\u6574\u7406\u3057\u305f\u57fa\u76e4\u6587\u66f8\u3067\u3059\u3002FDUA\u300c\u91d1\u878d\u751f\u6210AI\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e744\u6708\u7b56\u5b9a\uff09\u306f\u3001\u4e3b\u8981\u9280\u884c\u30fb\u4fdd\u967a\u4f1a\u793e\u7b49\u304c\u53c2\u753b\u3057\u3066\u7b56\u5b9a\u3057\u305f\u5b9f\u52d9\u7684\u306a\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u3001\u5404\u6a5f\u95a2\u306e\u793e\u5185\u6307\u91dd\u69cb\u7bc9\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u306a\u308a\u307e\u3059\u3002\u91d1\u878d\u5e81\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e7410\u6708\u6539\u5b9a\uff09\u306f\u8a55\u4fa1\u9805\u76ee\u304c175\u9805\u76ee\u306b\u62e1\u5145\u3055\u308c\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u5c0e\u5165\u306b\u4f34\u3046\u30b5\u30a4\u30d0\u30fc\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u4f53\u5236\u78ba\u4fdd\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6e96\u62e0\u3059\u3079\u304d\u696d\u754c\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u4f53\u7cfb<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u5b9f\u52d9\u306b\u304a\u3044\u3066\u6e96\u62e0\u3059\u3079\u304d\u4e3b\u8981\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u91d1\u878d\u5e81\u300cAI\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30da\u30fc\u30d1\u30fc\u300d\uff082025\u5e743\u6708\u516c\u8868\uff09\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u53f0\u982d\u3084\u9867\u5ba2\u5411\u3051\u5c55\u958b\u3092\u8996\u91ce\u306b\u3001\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308bAI\u306e\u30ea\u30b9\u30af\u5b9a\u7fa9\u3068\u6cd5\u7684\u7fa9\u52d9\u306e\u65b9\u5411\u6027\u3092\u6574\u7406\u3057\u305f\u57fa\u76e4\u6587\u66f8\u3067\u3059\u3002FDUA\u300c\u91d1\u878d\u751f\u6210AI\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e744\u6708\u7b56\u5b9a\uff09\u306f\u3001\u4e3b\u8981\u9280\u884c\u30fb\u4fdd\u967a\u4f1a\u793e\u7b49\u304c\u53c2\u753b\u3057\u3066\u7b56\u5b9a\u3057\u305f\u5b9f\u52d9\u7684\u306a\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u3001\u5404\u6a5f\u95a2\u306e\u793e\u5185\u6307\u91dd\u69cb\u7bc9\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u306a\u308a\u307e\u3059\u3002\u91d1\u878d\u5e81\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e7410\u6708\u6539\u5b9a\uff09\u306f\u8a55\u4fa1\u9805\u76ee\u304c175\u9805\u76ee\u306b\u62e1\u5145\u3055\u308c\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u5c0e\u5165\u306b\u4f34\u3046\u30b5\u30a4\u30d0\u30fc\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u4f53\u5236\u78ba\u4fdd\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
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\n\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u5bfe\u8c61\u696d\u52d9\u3068\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u52d5\u5316\u5bfe\u8c61\u3068\u3057\u3066\u512a\u5148\u5ea6\u304c\u9ad8\u3044\u696d\u52d9\u3068\u3057\u3066\u306f\u3001\u5be9\u67fb\u95a2\u9023\u66f8\u985e\u306e\u78ba\u8a8d\u30fb\u7a81\u5408\u4f5c\u696d\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u56de\u7b54\u6848\u4f5c\u6210\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u5831\u544a\u66f8\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u3001\u5951\u7d04\u66f4\u65b0\u30fb\u6e80\u671f\u6848\u5185\u306e\u9867\u5ba2\u30d5\u30a9\u30ed\u30fc\u6587\u9762\u4f5c\u6210\u3001AML\u30fbKYC\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3044\u305a\u308c\u3082\u696d\u52d9\u91cf\u304c\u591a\u304f\u3001\u30eb\u30fc\u30eb\u3084\u624b\u9806\u304c\u6bd4\u8f03\u7684\u660e\u78ba\u3067\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f97\u610f\u306a\u60c5\u5831\u51e6\u7406\u3068\u76f8\u6027\u306e\u826f\u3044\u696d\u52d9\u3067\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u306f\u3001\u307e\u305a\u73fe\u72b6\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u3092\u53ef\u8996\u5316\u3057\u3066\u300c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u306a\u3063\u3066\u3044\u308b\u624b\u4f5c\u696d\u300d\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u6b21\u306b\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u696d\u52d9\u3092\u9078\u3093\u3067PoC\u5bfe\u8c61\u3092\u7d5e\u308a\u8fbc\u307f\u3001\u5c0f\u898f\u6a21\u306a\u691c\u8a3c\u304b\u3089\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u696d\u52d9\u304b\u3089\u9806\u6b21\u672c\u756a\u74b0\u5883\u3078\u306e\u9069\u7528\u3092\u62e1\u5927\u3057\u3001\u904b\u7528\u5b9a\u7740\u306b\u5411\u3051\u305f\u62c5\u5f53\u8005\u6559\u80b2\u3068\u52b9\u679c\u6e2c\u5b9a\u306e\u4ed5\u7d44\u307f\u3092\u6574\u5099\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u6574\u5099\u306e\u8981\u70b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u696d\u52d9\u81ea\u52d5\u5316\u3092\u5b9a\u7740\u3055\u305b\u308b\u306b\u306f\u3001\u6280\u8853\u7684\u306a\u5b9f\u88c5\u3068\u4e26\u884c\u3057\u3066\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u306f\u3001\u5229\u7528\u53ef\u80fd\u306aAI\u30b5\u30fc\u30d3\u30b9\u306e\u7bc4\u56f2\uff08\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u90e8\u9580\u304c\u627f\u8a8d\u3057\u305f\u6307\u5b9a\u30b5\u30fc\u30d3\u30b9\u306b\u9650\u5b9a\uff09\u3001\u5165\u529b\u7981\u6b62\u60c5\u5831\u306e\u5b9a\u7fa9\uff08\u9867\u5ba2\u500b\u4eba\u60c5\u5831\u30fb\u672a\u516c\u8868\u8ca1\u52d9\u60c5\u5831\u30fb\u30b7\u30b9\u30c6\u30e0\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u60c5\u5831\u306a\u3069\uff09\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u306b\u5bfe\u3059\u308b\u4eba\u9593\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u7fa9\u52d9\u3001\u306e3\u70b9\u3092\u6700\u4f4e\u9650\u660e\u8a18\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
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\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u767a\u6ce8\u30fb\u5916\u6ce8\u30ac\u30a4\u30c9\uff5c\u4f9d\u983c\u65b9\u6cd5\u3068\u59d4\u8a17\u5148\u306e\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u9032\u3081\u65b9\u3068\u671f\u5f85\u3067\u304d\u308b\u6210\u679c<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306e\u696d\u52d9\u81ea\u52d5\u5316\u306b\u304a\u3044\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u7279\u306b\u52b9\u679c\u3092\u767a\u63ee\u3057\u3084\u3059\u3044\u9818\u57df\u306f\u300c\u60c5\u5831\u53ce\u96c6\u30fb\u6574\u7406\u300d\u300c\u66f8\u985e\u78ba\u8a8d\u30fb\u7a81\u5408\u300d\u300c\u5b9a\u578b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u300d\u306e3\u3064\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u696d\u52d9\u306f\u9ad8\u3044\u5c02\u9580\u77e5\u8b58\u3068\u7d30\u5fc3\u306e\u6ce8\u610f\u304c\u6c42\u3081\u3089\u308c\u308b\u4e00\u65b9\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u60c5\u5831\u51e6\u7406\u80fd\u529b\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u62c5\u5f53\u8005\u304c\u3088\u308a\u9ad8\u4ed8\u52a0\u4fa1\u5024\u306a\u696d\u52d9\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3092\u4f5c\u308a\u51fa\u305b\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u5bfe\u8c61\u696d\u52d9\u3068\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u52d5\u5316\u5bfe\u8c61\u3068\u3057\u3066\u512a\u5148\u5ea6\u304c\u9ad8\u3044\u696d\u52d9\u3068\u3057\u3066\u306f\u3001\u5be9\u67fb\u95a2\u9023\u66f8\u985e\u306e\u78ba\u8a8d\u30fb\u7a81\u5408\u4f5c\u696d\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u56de\u7b54\u6848\u4f5c\u6210\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u5831\u544a\u66f8\u306e\u4e0b\u66f8\u304d\u4f5c\u6210\u3001\u5951\u7d04\u66f4\u65b0\u30fb\u6e80\u671f\u6848\u5185\u306e\u9867\u5ba2\u30d5\u30a9\u30ed\u30fc\u6587\u9762\u4f5c\u6210\u3001AML\u30fbKYC\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3044\u305a\u308c\u3082\u696d\u52d9\u91cf\u304c\u591a\u304f\u3001\u30eb\u30fc\u30eb\u3084\u624b\u9806\u304c\u6bd4\u8f03\u7684\u660e\u78ba\u3067\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f97\u610f\u306a\u60c5\u5831\u51e6\u7406\u3068\u76f8\u6027\u306e\u826f\u3044\u696d\u52d9\u3067\u3059\u3002<\/p>\n\n\n\n
\u5b9f\u65bd\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u306f\u3001\u307e\u305a\u73fe\u72b6\u306e\u696d\u52d9\u30d5\u30ed\u30fc\u3092\u53ef\u8996\u5316\u3057\u3066\u300c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u306a\u3063\u3066\u3044\u308b\u624b\u4f5c\u696d\u300d\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u6b21\u306b\u512a\u5148\u5ea6\u306e\u9ad8\u3044\u696d\u52d9\u3092\u9078\u3093\u3067PoC\u5bfe\u8c61\u3092\u7d5e\u308a\u8fbc\u307f\u3001\u5c0f\u898f\u6a21\u306a\u691c\u8a3c\u304b\u3089\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u52b9\u679c\u304c\u78ba\u8a8d\u3067\u304d\u305f\u696d\u52d9\u304b\u3089\u9806\u6b21\u672c\u756a\u74b0\u5883\u3078\u306e\u9069\u7528\u3092\u62e1\u5927\u3057\u3001\u904b\u7528\u5b9a\u7740\u306b\u5411\u3051\u305f\u62c5\u5f53\u8005\u6559\u80b2\u3068\u52b9\u679c\u6e2c\u5b9a\u306e\u4ed5\u7d44\u307f\u3092\u6574\u5099\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u6574\u5099\u306e\u8981\u70b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u696d\u52d9\u81ea\u52d5\u5316\u3092\u5b9a\u7740\u3055\u305b\u308b\u306b\u306f\u3001\u6280\u8853\u7684\u306a\u5b9f\u88c5\u3068\u4e26\u884c\u3057\u3066\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u793e\u5185\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u306f\u3001\u5229\u7528\u53ef\u80fd\u306aAI\u30b5\u30fc\u30d3\u30b9\u306e\u7bc4\u56f2\uff08\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u90e8\u9580\u304c\u627f\u8a8d\u3057\u305f\u6307\u5b9a\u30b5\u30fc\u30d3\u30b9\u306b\u9650\u5b9a\uff09\u3001\u5165\u529b\u7981\u6b62\u60c5\u5831\u306e\u5b9a\u7fa9\uff08\u9867\u5ba2\u500b\u4eba\u60c5\u5831\u30fb\u672a\u516c\u8868\u8ca1\u52d9\u60c5\u5831\u30fb\u30b7\u30b9\u30c6\u30e0\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u60c5\u5831\u306a\u3069\uff09\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u306b\u5bfe\u3059\u308b\u4eba\u9593\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u7fa9\u52d9\u3001\u306e3\u70b9\u3092\u6700\u4f4e\u9650\u660e\u8a18\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6e96\u62e0\u3059\u3079\u304d\u696d\u754c\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u4f53\u7cfb<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u5b9f\u52d9\u306b\u304a\u3044\u3066\u6e96\u62e0\u3059\u3079\u304d\u4e3b\u8981\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u91d1\u878d\u5e81\u300cAI\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30da\u30fc\u30d1\u30fc\u300d\uff082025\u5e743\u6708\u516c\u8868\uff09\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u53f0\u982d\u3084\u9867\u5ba2\u5411\u3051\u5c55\u958b\u3092\u8996\u91ce\u306b\u3001\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308bAI\u306e\u30ea\u30b9\u30af\u5b9a\u7fa9\u3068\u6cd5\u7684\u7fa9\u52d9\u306e\u65b9\u5411\u6027\u3092\u6574\u7406\u3057\u305f\u57fa\u76e4\u6587\u66f8\u3067\u3059\u3002FDUA\u300c\u91d1\u878d\u751f\u6210AI\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e744\u6708\u7b56\u5b9a\uff09\u306f\u3001\u4e3b\u8981\u9280\u884c\u30fb\u4fdd\u967a\u4f1a\u793e\u7b49\u304c\u53c2\u753b\u3057\u3066\u7b56\u5b9a\u3057\u305f\u5b9f\u52d9\u7684\u306a\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u3001\u5404\u6a5f\u95a2\u306e\u793e\u5185\u6307\u91dd\u69cb\u7bc9\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u306a\u308a\u307e\u3059\u3002\u91d1\u878d\u5e81\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e7410\u6708\u6539\u5b9a\uff09\u306f\u8a55\u4fa1\u9805\u76ee\u304c175\u9805\u76ee\u306b\u62e1\u5145\u3055\u308c\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u5c0e\u5165\u306b\u4f34\u3046\u30b5\u30a4\u30d0\u30fc\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u4f53\u5236\u78ba\u4fdd\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c7\u30fc\u30bf\u4fdd\u8b77\u3068RAG\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u63a1\u7528\u306e\u91cd\u8981\u6027<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u9867\u5ba2\u306e\u9810\u91d1\u60c5\u5831\u3084\u500b\u4eba\u306e\u4fe1\u7528\u60c5\u5831\u306a\u3069\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3067\u304d\u306a\u3044\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u51e6\u7406\u3055\u305b\u308b\u969b\u306f\u3001RAG\u69cb\u6210\u3092\u524d\u63d0\u3068\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u304c\u91d1\u878d\u6a5f\u95a2\u306b\u306f\u5fc5\u9808\u3067\u3059\u3002AI\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u306b\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u624b\u6cd5\u3092\u907f\u3051\u3001\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u4e00\u6642\u7684\u306b\u63a5\u7d9a\u3057\u30de\u30b9\u30af\u51e6\u7406\u3092\u65bd\u3057\u305f\u4e0a\u3067\u51e6\u7406\u3092\u884c\u3046\u8a2d\u8a08\u306b\u3088\u308a\u3001\u6a5f\u5bc6\u60c5\u5831\u306e\u6f0f\u6d29\u30ea\u30b9\u30af\u3092\u6291\u5236\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
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\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
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\n\u307e\u3068\u3081<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u672c\u8a18\u4e8b\u3067\u306f\u3001\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306b\u304a\u3051\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5168\u4f53\u50cf\u3092\u6982\u89b3\u3057\u307e\u3057\u305f\u3002\u5be9\u67fb\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u9867\u5ba2\u5bfe\u5fdc\u3068\u3044\u30463\u3064\u306e\u30b3\u30a2\u696d\u52d9\u3092\u4e2d\u5fc3\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u91d1\u878d\u6a5f\u95a2\u306e\u751f\u7523\u6027\u5411\u4e0a\u3068\u898f\u5236\u5bfe\u5fdc\u306e\u4e21\u7acb\u306b\u8ca2\u732e\u3067\u304d\u308b\u5177\u4f53\u7684\u306a\u5834\u9762\u3068\u3001\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u539f\u5247\u3092\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
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\u4e07\u304c\u4e00\u3001\u5f79\u8077\u54e1\u304c\u30d1\u30d6\u30ea\u30c3\u30af\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u306b\u6a5f\u5bc6\u60c5\u5831\u3092\u8aa4\u5165\u529b\u3057\u305f\u5834\u5408\u306e\u7dca\u6025\u521d\u52d5\u30d5\u30ed\u30fc\uff08\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u62c5\u5f53\u90e8\u9580\u3078\u306e\u5373\u6642\u5831\u544a\u2192\u6f0f\u6d29\u30c7\u30fc\u30bf\u306e\u7279\u5b9a\u2192AI\u4e8b\u696d\u8005\u3078\u306e\u524a\u9664\u7533\u8acb\u2192\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d5\u30a3\u30eb\u30bf\u306e\u66f4\u65b0\u2192\u5168\u5f93\u696d\u54e1\u3078\u306e\u518d\u6559\u80b2\uff09\u3082\u4e8b\u524d\u306b\u30de\u30cb\u30e5\u30a2\u30eb\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u25bc\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u696d\u52d9\u81ea\u52d5\u5316\u30fb\u52b9\u7387\u5316\uff5c\u6210\u679c\u3092\u51fa\u3059\u9032\u3081\u65b9<\/a><\/p>\n\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u5411\u3051AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u3068\u7528\u9014<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u3067\u6d3b\u7528\u3055\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6a5f\u80fd\u30fb\u5f79\u5272\u306b\u3088\u3063\u3066\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u985e\u3067\u304d\u307e\u3059\u3002\u81ea\u793e\u306e\u8ab2\u984c\u3084\u76ee\u6307\u3059\u696d\u52d9\u6539\u9769\u306e\u65b9\u5411\u6027\u306b\u5408\u308f\u305b\u3066\u3001\u9069\u5207\u306a\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5c0e\u5165\u6210\u529f\u306e\u30ab\u30ae\u3068\u306a\u308a\u307e\u3059\u3002\u5404\u30bf\u30a4\u30d7\u306b\u306f\u5f97\u610f\u306a\u696d\u52d9\u9818\u57df\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30bf\u30a4\u30d7\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u69cb\u6210\u3092\u63a1\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
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\n\u307e\u3068\u3081<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u672c\u8a18\u4e8b\u3067\u306f\u3001\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306b\u304a\u3051\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5168\u4f53\u50cf\u3092\u6982\u89b3\u3057\u307e\u3057\u305f\u3002\u5be9\u67fb\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u9867\u5ba2\u5bfe\u5fdc\u3068\u3044\u30463\u3064\u306e\u30b3\u30a2\u696d\u52d9\u3092\u4e2d\u5fc3\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u91d1\u878d\u6a5f\u95a2\u306e\u751f\u7523\u6027\u5411\u4e0a\u3068\u898f\u5236\u5bfe\u5fdc\u306e\u4e21\u7acb\u306b\u8ca2\u732e\u3067\u304d\u308b\u5177\u4f53\u7684\u306a\u5834\u9762\u3068\u3001\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u539f\u5247\u3092\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
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\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6e96\u62e0\u3059\u3079\u304d\u696d\u754c\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u4f53\u7cfb<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u5b9f\u52d9\u306b\u304a\u3044\u3066\u6e96\u62e0\u3059\u3079\u304d\u4e3b\u8981\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u91d1\u878d\u5e81\u300cAI\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30da\u30fc\u30d1\u30fc\u300d\uff082025\u5e743\u6708\u516c\u8868\uff09\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u53f0\u982d\u3084\u9867\u5ba2\u5411\u3051\u5c55\u958b\u3092\u8996\u91ce\u306b\u3001\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308bAI\u306e\u30ea\u30b9\u30af\u5b9a\u7fa9\u3068\u6cd5\u7684\u7fa9\u52d9\u306e\u65b9\u5411\u6027\u3092\u6574\u7406\u3057\u305f\u57fa\u76e4\u6587\u66f8\u3067\u3059\u3002FDUA\u300c\u91d1\u878d\u751f\u6210AI\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e744\u6708\u7b56\u5b9a\uff09\u306f\u3001\u4e3b\u8981\u9280\u884c\u30fb\u4fdd\u967a\u4f1a\u793e\u7b49\u304c\u53c2\u753b\u3057\u3066\u7b56\u5b9a\u3057\u305f\u5b9f\u52d9\u7684\u306a\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u3001\u5404\u6a5f\u95a2\u306e\u793e\u5185\u6307\u91dd\u69cb\u7bc9\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u306a\u308a\u307e\u3059\u3002\u91d1\u878d\u5e81\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e7410\u6708\u6539\u5b9a\uff09\u306f\u8a55\u4fa1\u9805\u76ee\u304c175\u9805\u76ee\u306b\u62e1\u5145\u3055\u308c\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u5c0e\u5165\u306b\u4f34\u3046\u30b5\u30a4\u30d0\u30fc\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u4f53\u5236\u78ba\u4fdd\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
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RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6e96\u62e0\u3059\u3079\u304d\u696d\u754c\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u4f53\u7cfb<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u5b9f\u52d9\u306b\u304a\u3044\u3066\u6e96\u62e0\u3059\u3079\u304d\u4e3b\u8981\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u91d1\u878d\u5e81\u300cAI\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30da\u30fc\u30d1\u30fc\u300d\uff082025\u5e743\u6708\u516c\u8868\uff09\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u53f0\u982d\u3084\u9867\u5ba2\u5411\u3051\u5c55\u958b\u3092\u8996\u91ce\u306b\u3001\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308bAI\u306e\u30ea\u30b9\u30af\u5b9a\u7fa9\u3068\u6cd5\u7684\u7fa9\u52d9\u306e\u65b9\u5411\u6027\u3092\u6574\u7406\u3057\u305f\u57fa\u76e4\u6587\u66f8\u3067\u3059\u3002FDUA\u300c\u91d1\u878d\u751f\u6210AI\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e744\u6708\u7b56\u5b9a\uff09\u306f\u3001\u4e3b\u8981\u9280\u884c\u30fb\u4fdd\u967a\u4f1a\u793e\u7b49\u304c\u53c2\u753b\u3057\u3066\u7b56\u5b9a\u3057\u305f\u5b9f\u52d9\u7684\u306a\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u3001\u5404\u6a5f\u95a2\u306e\u793e\u5185\u6307\u91dd\u69cb\u7bc9\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u306a\u308a\u307e\u3059\u3002\u91d1\u878d\u5e81\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e7410\u6708\u6539\u5b9a\uff09\u306f\u8a55\u4fa1\u9805\u76ee\u304c175\u9805\u76ee\u306b\u62e1\u5145\u3055\u308c\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u5c0e\u5165\u306b\u4f34\u3046\u30b5\u30a4\u30d0\u30fc\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u4f53\u5236\u78ba\u4fdd\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
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\nRAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
RAG\u578b\u306f\u5c0e\u5165\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u4f4e\u304f\u3001\u65e2\u5b58\u306e\u793e\u5185\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30e2\u30fc\u30eb\u30b9\u30bf\u30fc\u30c8\u306b\u6700\u9069\u306a\u30bf\u30a4\u30d7\u3067\u3059\u3002\u307e\u305a\u793e\u5185\u898f\u7a0b\u306eQ&A\u5bfe\u5fdc\u3084\u5546\u54c1\u8aac\u660e\u306e\u88dc\u52a9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5c0e\u5165\u3057\u3001\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u5bfe\u5fdc\u9818\u57df\u3092\u5e83\u3052\u3066\u3044\u304f\u9032\u3081\u65b9\u304c\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\uff1a\u8907\u6570\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5354\u8abf\u51e6\u7406<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306f\u3001\u8907\u6570\u306e\u5c02\u9580\u7279\u5316\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5f79\u5272\u5206\u62c5\u3057\u306a\u304c\u3089\u5354\u8abf\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u66f8\u985e\u78ba\u8a8d\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ea\u30b9\u30af\u8a55\u4fa1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u9867\u5ba2\u60c5\u5831\u7167\u5408\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u878d\u8cc7\u5be9\u67fb\u306e\u524d\u51e6\u7406\u3092\u5b8c\u7d50\u3055\u305b\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u306e\u30b3\u30a2\u696d\u52d9\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5224\u65ad\u57fa\u6e96\u3092\u7d71\u5408\u3057\u3066\u51e6\u7406\u3059\u308b\u8907\u96d1\u3055\u3092\u6301\u3064\u305f\u3081\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u304c\u9ad8\u3044\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306e\u958b\u767a\u306f\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3088\u308a\u8907\u96d1\u5ea6\u304c\u9ad8\u304f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u9023\u643a\u8a2d\u8a08\u3084\u6574\u5408\u6027\u306e\u78ba\u4fdd\u306b\u9ad8\u3044\u6280\u8853\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002\u6bb5\u968e\u7684\u306b\u62e1\u5f35\u3067\u304d\u308b\u8a2d\u8a08\u3092\u6700\u521d\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304a\u304f\u3053\u3068\u3067\u3001\u5c06\u6765\u7684\u306a\u6a5f\u80fd\u8ffd\u52a0\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bcAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\u306e\u8a73\u3057\u3044\u89e3\u8aac\u306f\u3053\u3061\u3089
\u30fb\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7a2e\u985e\u30fb\u7528\u9014\uff5c\u30bf\u30a4\u30d7\u5225\u306e\u4f7f\u3044\u65b9\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u6574\u5099<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u91d1\u878d\u6a5f\u95a2\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u672c\u756a\u904b\u7528\u306b\u79fb\u884c\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76e3\u7763\u5b98\u5e81\u3084\u696d\u754c\u56e3\u4f53\u304c\u793a\u3059\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6e96\u62e0\u3057\u305f\u300cAI\u30ac\u30d0\u30ca\u30f3\u30b9\u30dd\u30ea\u30b7\u30fc\u300d\u306e\u6574\u5099\u3068\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u767a\u751f\u6642\u306e\u7dca\u6025\u521d\u52d5\u30d7\u30ed\u30bb\u30b9\u306e\u69cb\u7bc9\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306e\u5b8c\u6210\u5ea6\u3068\u540c\u69d8\u306b\u3001\u7d44\u7e54\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u3082AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u6210\u529f\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6e96\u62e0\u3059\u3079\u304d\u696d\u754c\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306e\u4f53\u7cfb<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u91d1\u878d\u5b9f\u52d9\u306b\u304a\u3044\u3066\u6e96\u62e0\u3059\u3079\u304d\u4e3b\u8981\u306a\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u91d1\u878d\u5e81\u300cAI\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30da\u30fc\u30d1\u30fc\u300d\uff082025\u5e743\u6708\u516c\u8868\uff09\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u53f0\u982d\u3084\u9867\u5ba2\u5411\u3051\u5c55\u958b\u3092\u8996\u91ce\u306b\u3001\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308bAI\u306e\u30ea\u30b9\u30af\u5b9a\u7fa9\u3068\u6cd5\u7684\u7fa9\u52d9\u306e\u65b9\u5411\u6027\u3092\u6574\u7406\u3057\u305f\u57fa\u76e4\u6587\u66f8\u3067\u3059\u3002FDUA\u300c\u91d1\u878d\u751f\u6210AI\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e744\u6708\u7b56\u5b9a\uff09\u306f\u3001\u4e3b\u8981\u9280\u884c\u30fb\u4fdd\u967a\u4f1a\u793e\u7b49\u304c\u53c2\u753b\u3057\u3066\u7b56\u5b9a\u3057\u305f\u5b9f\u52d9\u7684\u306a\u5229\u7528\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3067\u3001\u5404\u6a5f\u95a2\u306e\u793e\u5185\u6307\u91dd\u69cb\u7bc9\u306e\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3068\u306a\u308a\u307e\u3059\u3002\u91d1\u878d\u5e81\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\uff082024\u5e7410\u6708\u6539\u5b9a\uff09\u306f\u8a55\u4fa1\u9805\u76ee\u304c175\u9805\u76ee\u306b\u62e1\u5145\u3055\u308c\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30b8\u30bf\u30eb\u6280\u8853\u5c0e\u5165\u306b\u4f34\u3046\u30b5\u30a4\u30d0\u30fc\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u4f53\u5236\u78ba\u4fdd\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
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RAG\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a\u77e5\u8b58\u691c\u7d22\u30fb\u56de\u7b54\u751f\u6210\u306b\u7279\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nRAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u793e\u5185\u306e\u7d04\u6b3e\u30fb\u898f\u7a0b\u30fb\u5546\u54c1\u8aac\u660e\u30fbFAQ\u30fb\u904e\u53bb\u306e\u5be9\u67fb\u4e8b\u4f8b\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068API\u7d4c\u7531\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3057\u3001\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3084\u3001\u62c5\u5f53\u8005\u3078\u306e\u5185\u90e8\u60c5\u5831\u63d0\u4f9b\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u3001AI\u30e2\u30c7\u30eb\u306b\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u5b66\u7fd2\u3055\u305b\u306a\u3044\u305f\u3081\u6a5f\u5bc6\u60c5\u5831\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
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\n\u307e\u3068\u3081<\/strong>\n<\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u672c\u8a18\u4e8b\u3067\u306f\u3001\u91d1\u878d\u30fb\u9280\u884c\u30fb\u4fdd\u967a\u696d\u754c\u306b\u304a\u3051\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5168\u4f53\u50cf\u3092\u6982\u89b3\u3057\u307e\u3057\u305f\u3002\u5be9\u67fb\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30fb\u9867\u5ba2\u5bfe\u5fdc\u3068\u3044\u30463\u3064\u306e\u30b3\u30a2\u696d\u52d9\u3092\u4e2d\u5fc3\u306b\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u91d1\u878d\u6a5f\u95a2\u306e\u751f\u7523\u6027\u5411\u4e0a\u3068\u898f\u5236\u5bfe\u5fdc\u306e\u4e21\u7acb\u306b\u8ca2\u732e\u3067\u304d\u308b\u5177\u4f53\u7684\u306a\u5834\u9762\u3068\u3001\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u539f\u5247\u3092\u6574\u7406\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
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\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u307e\u305f\u3001\u5f53\u793e\u72ec\u81ea\u306e\u958b\u767a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u300cBox\u30b7\u30ea\u30fc\u30ba\u300d\u306b\u3088\u308b\u6a19\u6e96\u6a5f\u80fd\u306e\u9ad8\u901f\u958b\u767a\u3068\u3001AI\u99c6\u52d5\u958b\u767a\u306e\u72ec\u81ea\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300cGoDD\u300d\u306b\u3088\u308b\u72ec\u81ea\u6a5f\u80fd\u306eAI\u5b9f\u88c5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f4e\u30b3\u30b9\u30c8\u30fb\u77ed\u671f\u9593\u3067\u958b\u767a\u3092\u5b9f\u73fe\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\u30fb\u304a\u554f\u5408\u305b\u30da\u30fc\u30b8\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
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