{"id":58466,"date":"2026-10-23T19:00:07","date_gmt":"2026-10-23T10:00:07","guid":{"rendered":"https:\/\/overcentral.com\/ja\/?p=58466"},"modified":"2026-10-23T19:00:07","modified_gmt":"2026-10-23T10:00:07","slug":"tinyfish-agent-search-architecture-58466","status":"publish","type":"post","link":"https:\/\/overcentral.com\/ja\/tinyfish-agent-search-architecture-58466\/","title":{"rendered":"\u306a\u305c\u672c\u756a\u3067\u5931\u6557\u3059\u308bAI\u691c\u7d22\u3002TinyFish\u304c\u4f53\u7cfb\u5316\u3057\u305f\u8a2d\u8a08\u624b\u6cd5"},"content":{"rendered":"<p>AI\u691c\u7d22\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u300c\u30c7\u30e2\u3067\u306f\u5b8c\u74a7\u306b\u52d5\u304f\u306e\u306b\u3001\u672c\u756a\u3067\u306f\u58ca\u308c\u308b\u300d\u3002\u691c\u7d22\u304c\u4e0d\u5b8c\u5168\u306a\u8a3c\u62e0\u3057\u304b\u8fd4\u3055\u306a\u3044\u3001\u5931\u6557\u3057\u305f\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5ef6\u3005\u3068\u30ea\u30c8\u30e9\u30a4\u3059\u308b\u3001\u5b9f\u884c\u6642\u9593\u3068\u30b3\u30b9\u30c8\u306e\u4e0a\u9650\u3092\u7a81\u7834\u3059\u308b\u2014\u2014\u672c\u756a\u904b\u7528\u3092\u59a8\u3052\u308b\u3053\u306e3\u3064\u306e\u554f\u984c\u306b\u5bfe\u3057\u3066\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5411\u3051\u306eWeb\u30a4\u30f3\u30d5\u30e9\u3092\u63d0\u4f9b\u3059\u308b<strong><a 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206\u96e2\u3059\u308b\u3053\u3068\u3092\u63d0\u5531\u3057\u3001\u8a73\u7d30\u306a\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u306b\u52a0\u3048\u3066\u3001\u30c8\u30fc\u30af\u30f3\u6570\u3001\u5b9f\u884c\u6642\u9593\u3001\u7dcf\u30b3\u30b9\u30c8\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u56de\u6570\u306b\u5bfe\u3059\u308b\u53b3\u683c\u306a\u4e0a\u9650\u8a2d\u5b9a\u3092\u4e0d\u53ef\u6b20\u306e\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>TinyFish\u306f\u3001<strong>TinySearch<\/strong>\u3001<strong>TinyFetch<\/strong>\u3001<strong>TinyBrowser<\/strong>\u3001<strong>TinyAgent<\/strong>\u3068\u3044\u30464\u3064\u306eWeb\u30d7\u30ea\u30df\u30c6\u30a3\u30d6\u3092\u57fa\u76e4\u306b\u3001\u3053\u306e\u8a2d\u8a08\u3092\u5177\u4f53\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u3069\u3053\u307e\u3067\u3092\u30e2\u30c7\u30eb\u306b\u4efb\u305b\u3001\u3069\u3053\u304b\u3089\u3092\u30b3\u30fc\u30c9\u3067\u5236\u5fa1\u3059\u308b\u304b\u30022\u672c\u306e\u30ac\u30a4\u30c9\u306f\u3001\u3053\u306e\u5883\u754c\u7dda\u306e\u5f15\u304d\u65b9\u3092\u793a\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<h2>7\u3064\u306e\u30d5\u30a7\u30fc\u30ba\u3067\u69cb\u6210\u3055\u308c\u308b\u5b9f\u884c\u5236\u5fa1\u30eb\u30fc\u30d7<\/h2>\n<p>1\u56de\u306e\u691c\u7d22\u5b9f\u884c\u306f\u30017\u3064\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5206\u5272\u3055\u308c\u307e\u3059\u3002\u5404\u30d5\u30a7\u30fc\u30ba\u304c\u660e\u78ba\u306a\u5f79\u5272\u3092\u6301\u3061\u3001\u305d\u306e\u7d50\u679c\u304c\u6b21\u306e\u884c\u52d5\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li><strong>\u30bf\u30b9\u30af\u5b9a\u7fa9<\/strong> \u2014 \u76ee\u6a19\u3092\u300c\u8a3c\u62e0\u5951\u7d04\u300d\u306b\u5909\u63db\u3057\u307e\u3059\u3002\u5fc5\u8981\u306a\u30d5\u30a3\u30fc\u30eb\u30c9\u3001\u60c5\u5831\u6e90\u3001\u9bae\u5ea6\u3001\u5b8c\u4e86\u6761\u4ef6\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u691c\u7d22\u8a08\u753b<\/strong> \u2014 \u72ec\u7acb\u3057\u305f\u8981\u4ef6\u3068\u4f9d\u5b58\u95a2\u4fc2\u306e\u3042\u308b\u8981\u4ef6\u3092\u5206\u96e2\u3057\u3001\u4f9d\u5b58\u30af\u30a8\u30ea\u306f\u5148\u884c\u3059\u308b\u56de\u7b54\u3092\u5f85\u305f\u305b\u307e\u3059\u3002<\/li>\n<li><strong>\u6700\u521d\u306e\u30eb\u30fc\u30c8\u9078\u629e<\/strong> \u2014 \u30b7\u30b9\u30c6\u30e0\u304c\u6301\u3064\u8a3c\u62e0\u306b\u95a2\u3059\u308b\u77e5\u8b58\u306b\u57fa\u3065\u3044\u3066\u3001\u30c4\u30fc\u30eb\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u767a\u898b\u30fb\u9078\u629e\u30fb\u53d6\u5f97<\/strong> \u2014 \u30da\u30fc\u30b8\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u5c4a\u304f\u307e\u3067\u306f\u3001\u691c\u7d22\u7d50\u679c\u3092\u300c\u5019\u88dc\u300d\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u8a55\u4fa1<\/strong> \u2014 \u8a3c\u62e0\u3092\u300c\u5341\u5206\u300d\u300c\u4e0d\u5b8c\u5168\u300d\u300c\u7af6\u5408\u300d\u300c\u30a2\u30af\u30bb\u30b9\u4e0d\u80fd\u300d\u300c\u4e88\u7b97\u67af\u6e07\u300d\u306e\u3044\u305a\u308c\u304b\u306b\u5206\u985e\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u56de\u5fa9\u307e\u305f\u306f\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong> \u2014 \u30af\u30a8\u30ea\u306e\u4fee\u6b63\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u60c5\u5831\u6e90\u3084\u30a2\u30af\u30bb\u30b9\u624b\u6bb5\u306e\u5909\u66f4\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u505c\u6b62\u3068\u691c\u8a3c<\/strong> \u2014 \u300c\u5b8c\u4e86\u300d\u300c\u4e0d\u5b8c\u5168\u300d\u300c\u5931\u6557\u300d\u300c\u30ad\u30e3\u30f3\u30bb\u30eb\u300d\u300c\u8981\u4eba\u7684\u30ec\u30d3\u30e5\u30fc\u300d\u306e\u3044\u305a\u308c\u304b\u3092\u8fd4\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>\u30d5\u30a7\u30fc\u30ba2\u3068\u30d5\u30a7\u30fc\u30ba6\u306f\u3001\u5148\u884c\u7814\u7a76\u306e\u77e5\u898b\u3092\u5b9f\u88c5\u306b\u843d\u3068\u3057\u8fbc\u3093\u3060\u90e8\u5206\u3067\u3059\u3002ACL 2025\u3067\u767a\u8868\u3055\u308c\u305f<strong>ChainRAG<\/strong>\u306f\u3001\u591a\u6bb5\u968e\u306e\u8cea\u554f\u5206\u89e3\u306e\u904e\u7a0b\u3067\u91cd\u8981\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u304c\u6d88\u3048\u308b\u300clost-in-retrieval\u300d\u554f\u984c\u3092\u6307\u6458\u3057\u3066\u3044\u307e\u3059\u3002\u691c\u7d22\u8a08\u753b\u3092\u72ec\u7acb\u8981\u4ef6\u3068\u4f9d\u5b58\u8981\u4ef6\u306b\u5206\u96e2\u3059\u308b\u306e\u306f\u3001\u3053\u306e\u6d88\u5931\u3092\u9632\u3050\u305f\u3081\u3067\u3059\u3002\u4e00\u65b9\u3001\u30d5\u30a7\u30fc\u30ba6\u306e\u88cf\u4ed8\u3051\u306f\u3001\u521d\u671f\u306e\u691c\u7d22\u304c\u4e0d\u5341\u5206\u306a\u5834\u5408\u306b\u63a8\u8ad6\u4e2d\u3067\u8ffd\u52a0\u30af\u30a8\u30ea\u3092\u751f\u6210\u3059\u308b\u3088\u3046\u5b66\u7fd2\u3059\u308b<strong>Search-R1<\/strong>\u3067\u3059\u30027\u3064\u306eQA\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u8a55\u4fa1\u3067\u306f\u3001\u5b66\u7fd2\u578b\u30de\u30eb\u30c1\u30bf\u30fc\u30f3\u691c\u7d22\u304cRAG\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3092<strong>Qwen2.5-7B\u3067\u306f41%<\/strong>\u3001<strong>Qwen2.5-3B\u3067\u306f20%<\/strong>\u4e0a\u56de\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u5b9f\u884c\u5168\u4f53\u306b\u306f\u3001\u30c8\u30fc\u30af\u30f3\u6570\u3001\u5b9f\u884c\u6642\u9593\u3001\u7dcf\u30b3\u30b9\u30c8\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u56de\u6570\u306e\u4e0a\u9650\u304c\u8a2d\u5b9a\u3055\u308c\u307e\u3059\u3002\u4e88\u7b97\u306e\u9650\u754c\u306b\u9054\u3057\u305f\u5834\u5408\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u63a8\u6e2c\u3067\u57cb\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u90e8\u5206\u7684+\u8981\u30ec\u30d3\u30e5\u30fc\u300d\u3068\u3057\u3066\u6b63\u76f4\u306b\u505c\u6b62\u3057\u307e\u3059\u3002\u3053\u308c\u304c\u3001\u4e0d\u5b8c\u5168\u306a\u7d50\u679c\u3092\u4eba\u9593\u306e\u30ec\u30d3\u30e5\u30fc\u306b\u3064\u306a\u3050\u6700\u5f8c\u306e\u9632\u885b\u7dda\u3067\u3059\u3002<\/p>\n<h2>\u30c4\u30fc\u30eb\u9078\u629e\u306f\u300c\u60c5\u5831\u306e\u30ae\u30e3\u30c3\u30d7\u300d\u3067\u6c7a\u307e\u308b<\/h2>\n<p>\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3067\u91cd\u8981\u306a\u306e\u306f\u3001\u56fa\u5b9a\u306e\u6bb5\u968e\u3092\u9806\u306b\u6607\u308b\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u60c5\u5831\u306e\u30ae\u30e3\u30c3\u30d7\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u30d7\u30ea\u30df\u30c6\u30a3\u30d6\u3092\u9078\u3076\u3053\u3068\u3067\u3059\u3002TinyFish\u306f\u521d\u671f\u72b6\u614b\u306b\u5fdc\u3058\u30664\u3064\u306e\u30d7\u30ea\u30df\u30c6\u30a3\u30d6\u3092\u4f7f\u3044\u5206\u3051\u307e\u3059\u3002<\/p>\n<table>\n<tr>\n<th>\u521d\u671f\u72b6\u614b<\/th>\n<th>\u4f7f\u7528\u3059\u308b\u30d7\u30ea\u30df\u30c6\u30a3\u30d6<\/th>\n<th>\u30a2\u30d7\u30ea\u5074\u304c\u4fdd\u6301\u3059\u308b\u8cac\u52d9<\/th>\n<\/tr>\n<tr>\n<td>\u60c5\u5831\u6e90\u306e\u5834\u6240\u304c\u4e0d\u660e<\/td>\n<td>TinySearch\uff08Search\uff09<\/td>\n<td>\u30af\u30a8\u30ea\u8a08\u753b\u3001\u30bd\u30fc\u30b9\u30dd\u30ea\u30b7\u30fc\u3001\u505c\u6b62\u5224\u65ad<\/td>\n<\/tr>\n<tr>\n<td>URL\u304c\u65e2\u77e5\u3067\u8aad\u307f\u53d6\u308a\u53ef\u80fd<\/td>\n<td>TinyFetch\uff08Fetch\uff09<\/td>\n<td>\u5b8c\u5168\u6027\u30c1\u30a7\u30c3\u30af\u3001\u4e3b\u5f35\u306e\u691c\u8a3c<\/td>\n<\/tr>\n<tr>\n<td>\u30a2\u30d7\u30ea\u304c\u30da\u30fc\u30b8\u64cd\u4f5c\u3092\u5236\u5fa1<\/td>\n<td>TinyBrowser\uff08Browser\uff09<\/td>\n<td>\u3059\u3079\u3066\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8<\/td>\n<\/tr>\n<tr>\n<td>\u8907\u6570\u30da\u30fc\u30b8\u306b\u307e\u305f\u304c\u308b\u610f\u601d\u6c7a\u5b9a<\/td>\n<td>TinyAgent\uff08Web Agent\uff09<\/td>\n<td>\u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\u3001\u4e88\u7b97\u3001\u691c\u8a3c<\/td>\n<\/tr>\n<\/table>\n<p>\u5f31\u3044\u7d50\u679c\u306b\u306f\u3088\u308a\u826f\u3044\u30af\u30a8\u30ea\u304c\u5fc5\u8981\u3067\u3001\u7af6\u5408\u3059\u308b\u60c5\u5831\u6e90\u306b\u306f\u3088\u308a\u5f37\u529b\u306a\u8a3c\u62e0\u304c\u5fc5\u8981\u3067\u3059\u3002\u91cd\u3044\u30c4\u30fc\u30eb\u3078\u306e\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u3069\u3061\u3089\u306e\u554f\u984c\u3082\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002\u3053\u306e\u539f\u5247\u306f\u3001\u6f2b\u7136\u3068\u300c\u3088\u308a\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u300d\u3078\u5207\u308a\u66ff\u3048\u308b\u8a2d\u8a08\u3078\u306e\u8b66\u544a\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u5931\u6557\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u305f\u30ea\u30c8\u30e9\u30a4\u306e\u8a2d\u8a08<\/h2>\n<p>\u30ea\u30c8\u30e9\u30a4\u306f\u300c\u4f55\u304c\u5931\u6557\u3057\u305f\u306e\u304b\u300d\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u307e\u3059\u3002\u4e00\u6642\u7684\u306a\u30a8\u30e9\u30fc\u3067\u3042\u308c\u3070\u540c\u3058\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u518d\u5b9f\u884c\u304c\u6b63\u5f53\u5316\u3055\u308c\u307e\u3059\u304c\u3001\u8a3c\u62e0\u306e\u4e0d\u5b8c\u5168\u6027\u3084\u60c5\u5831\u6e90\u540c\u58eb\u306e\u7af6\u5408\u306f\u3001\u5225\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u5fc5\u8981\u3067\u3059\u3002\u30ea\u30c8\u30e9\u30a4\u306e\u56de\u6570\u3082\u3001\u660e\u78ba\u306a\u4e0a\u9650\u3092\u8a2d\u5b9a\u3057\u305f\u4e0a\u3067\u904b\u7528\u3057\u307e\u3059\u3002<\/p>\n<p>\u7279\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u306a\u306e\u306f\u3001\u30d6\u30e9\u30a6\u30b6\u64cd\u4f5c\u3092\u4f34\u3046\u30ea\u30c8\u30e9\u30a4\u3067\u3059\u3002\u5358\u7d14\u306b\u540c\u3058\u64cd\u4f5c\u3092\u518d\u5b9f\u884c\u3059\u308b\u3068\u3001\u30d5\u30a9\u30fc\u30e0\u306e\u4e8c\u91cd\u9001\u4fe1\u306e\u3088\u3046\u306a\u610f\u56f3\u3057\u306a\u3044\u526f\u4f5c\u7528\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u3059\u3067\u306b\u5b8c\u4e86\u3057\u305f\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u8003\u616e\u3057\u3001\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u3054\u3068\u306b\u72b6\u614b\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u518d\u958b\u3059\u308b\u8a2d\u8a08\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<h2>\u6df1\u5c64\u30ea\u30b5\u30fc\u30c1\u30b7\u30b9\u30c6\u30e0\u306e\u9032\u5316\u304c\u793a\u3057\u305f\u8a2d\u8a08\u306e\u6559\u8a13<\/h2>\n<p>\u300c\u6df1\u5c64\u30ea\u30b5\u30fc\u30c1\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u306e\u6559\u8a13\u300d\u3067\u306f\u3001\u5b9f\u969b\u306e\u30b7\u30b9\u30c6\u30e0\u30923\u6bb5\u968e\u306b\u9032\u5316\u3055\u305b\u308b\u4e2d\u3067\u5f97\u3089\u308c\u305f\u77e5\u898b\u304c\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u5909\u9077\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08\u306b\u304a\u3051\u308b\u300c\u63a8\u8ad6\u3068\u5b9f\u884c\u306e\u5883\u754c\u300d\u306e\u63a2\u3057\u65b9\u305d\u306e\u3082\u306e\u3067\u3059\u3002<\/p>\n<h3>v1: 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