{"id":4976,"date":"2026-05-14T10:20:47","date_gmt":"2026-05-14T01:20:47","guid":{"rendered":"https:\/\/cinnamon.ai\/?post_type=ideas&#038;p=4976"},"modified":"2026-05-14T10:21:46","modified_gmt":"2026-05-14T01:21:46","slug":"super-rag-tech-blog-02","status":"publish","type":"ideas","link":"https:\/\/cinnamon.ai\/en\/ideas\/super-rag-tech-blog-02\/","title":{"rendered":"\u3010\u7b2c2\u56de\u30113\u3064\u306e\u7d44\u307f\u8fbc\u307f\u30d1\u30bf\u30fc\u30f3\u5fb9\u5e95\u89e3\u8aac \u2014 API\u547c\u3073\u51fa\u3057\u30d5\u30ed\u30fc\u3068Dify\u7d4c\u8cbb\u5be9\u67fb\u306e\u89e3\u5256"},"content":{"rendered":"<ul><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u306f\u3058\u3081\u306b-1\">Introduction<\/a><ul><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u672c\u9023\u8f09\u306b\u3064\u3044\u3066-4\">About this series<\/a><\/li><\/ul><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-3\u3064\u306e\u30d1\u30bf\u30fc\u30f3\u3092api\u547c\u3073\u51fa\u3057\u306e\u89b3\u70b9\u3067\u898b\u76f4\u3059-6\">3\u3064\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u201cAPI\u547c\u3073\u51fa\u3057\u201d\u306e\u89b3\u70b9\u3067\u898b\u76f4\u3059<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u30d1\u30bf\u30fc\u30f3\u2460-super-rag\u4e2d\u5fc3-\u6700\u77ed\u3067\u52d5\u304b\u3059-12\">\u30d1\u30bf\u30fc\u30f3\u2460: Super RAG\u4e2d\u5fc3 \u2014 \u6700\u77ed\u3067\u52d5\u304b\u3059<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u30d1\u30bf\u30fc\u30f3\u2461-\u691c\u7d22\u7279\u5316-\u691c\u7d22\u306f\u5916\u751f\u6210\u306f\u81ea\u793e-25\">\u30d1\u30bf\u30fc\u30f3\u2461: \u691c\u7d22\u7279\u5316 \u2014 \u691c\u7d22\u306f\u5916\u3001\u751f\u6210\u306f\u81ea\u793e<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u30d1\u30bf\u30fc\u30f3\u2462-\u524d\u51e6\u7406\u7279\u5316-\u6587\u66f8\u89e3\u6790\u30a8\u30f3\u30b8\u30f3\u3060\u3051\u501f\u308a\u308b-37\">\u30d1\u30bf\u30fc\u30f3\u2462: \u524d\u51e6\u7406\u7279\u5316 \u2014 \u6587\u66f8\u89e3\u6790\u30a8\u30f3\u30b8\u30f3\u3060\u3051\u501f\u308a\u308b<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u5177\u4f53\u4f8b-\u30d1\u30bf\u30fc\u30f3\u2461\u3067dify\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u7d4c\u8cbb\u5be9\u67fb-50\">\u5177\u4f53\u4f8b: \u30d1\u30bf\u30fc\u30f3\u2461\u3067Dify\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u7d4c\u8cbb\u5be9\u67fb<\/a><ul><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u80cc\u666f\u306a\u305cdify\u5358\u72ecsuper-rag\u5358\u72ec\u3067\u306f\u8db3\u308a\u306a\u3044\u306e\u304b-52\">\u80cc\u666f\uff1a\u306a\u305cDify\u5358\u72ec\uff0fSuper RAG\u5358\u72ec\u3067\u306f\u8db3\u308a\u306a\u3044\u306e\u304b<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5168\u4f53\u50cf-62\">\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5168\u4f53\u50cf<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30b9\u30c6\u30c3\u30d7\u6982\u8981-66\">\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30b9\u30c6\u30c3\u30d7\u6982\u8981<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u5fdc\u7528\u7bc4\u56f2-75\">\u5fdc\u7528\u7bc4\u56f2<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u7cbe\u5ea6\u691c\u8a3c\u306e\u5177\u4f53\u7d50\u679c\u306f\u5f8c\u7d9a\u306e\u9023\u8f09\u3067-77\">\u7cbe\u5ea6\u691c\u8a3c\u306e\u5177\u4f53\u7d50\u679c\u306f\u5f8c\u7d9a\u306e\u9023\u8f09\u3067<\/a><\/li><\/ul><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u3069\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u9078\u3076\u3079\u304d\u304b\u5224\u65ad\u8868-79\">\u3069\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u9078\u3076\u3079\u304d\u304b\u5224\u65ad\u8868<\/a><ul><li><a class=\"aioseo-toc-item\" href=\"#aioseo-3\u8ef8\u306e\u9078\u629e-81\">3\u8ef8\u306e\u9078\u629e<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-7\u3064\u306e\u30c1\u30a7\u30c3\u30af\u9805\u76ee-88\">7\u3064\u306e\u30c1\u30a7\u30c3\u30af\u9805\u76ee<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u8ff7\u3063\u305f\u3068\u304d\u306e\u7c21\u6613\u30eb\u30fc\u30eb-93\">\u8ff7\u3063\u305f\u3068\u304d\u306e\u7c21\u6613\u30eb\u30fc\u30eb<\/a><\/li><\/ul><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u6b21\u56de\u4e88\u544a-98\">Next episode preview<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-\u307e\u3068\u3081-101\">summary<\/a><\/li><\/ul>\n\n\n<div style=\"height:85px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u306f\u3058\u3081\u306b-1\"><a>Introduction<\/a><\/h2>\n\n\n\n<p>\u524d\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001Super RAG\u306e\u5168\u4f53\u50cf\u3068\u3001API\u3092\u901a\u3058\u305f3\u3064\u306e\u7d44\u307f\u8fbc\u307f\u30d1\u30bf\u30fc\u30f3\uff08\u2460Super RAG\u4e2d\u5fc3\uff0f\u2461\u691c\u7d22\u7279\u5316\uff0f\u2462\u524d\u51e6\u7406\u7279\u5316\uff09\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u300c\u3069\u3053\u307e\u3067\u3092Super RAG\u306b\u4efb\u305b\u3001\u3069\u3053\u304b\u3089\u81ea\u793e\u3067\u5236\u5fa1\u3059\u308b\u304b\u300d\u306e\u5206\u754c\u70b9\u3067\u30d1\u30bf\u30fc\u30f3\u304c\u6c7a\u307e\u308b\u3001\u3068\u3044\u3046\u304a\u8a71\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u306f\u305d\u3053\u304b\u3089\u4e00\u6b69\u8e0f\u307f\u8fbc\u307f\u3001<strong>\u305d\u308c\u305e\u308c\u306e\u30d1\u30bf\u30fc\u30f3\u304c\u5b9f\u969b\u306b\u3069\u3093\u306aAPI\u547c\u3073\u51fa\u3057\u306e\u6d41\u308c\u3067\u52d5\u304f\u306e\u304b<\/strong>\u3001\u305d\u3057\u3066<strong>\u81ea\u793e\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u3069\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u9078\u3076\u3079\u304d\u306a\u306e\u304b<\/strong>\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u30d1\u30bf\u30fc\u30f3\u306e\u9078\u629e\u306f\u3001\u958b\u767a\u30ea\u30bd\u30fc\u30b9\u306e\u914d\u5206\u3001\u65e2\u5b58\u8cc7\u7523\u306e\u6d3b\u304b\u3057\u65b9\u3001\u305d\u3057\u3066\u4eca\u5f8c\u306e\u62e1\u5f35\u4f59\u5730\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002\u5f8c\u534a\u3067\u306f\u3001\u30d1\u30bf\u30fc\u30f3\u2461\u3067Dify\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u7d4c\u8cbb\u5be9\u67fb\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5177\u4f53\u4f8b\u3068\u3057\u3066\u53d6\u308a\u4e0a\u3052\u3001\u300c\u306a\u305c\u3053\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u52b9\u304f\u306e\u304b\u300d\u307e\u3067\u3092\u6398\u308a\u4e0b\u3052\u307e\u3059\u3002 \u8a18\u4e8b\u672b\u5c3e\u306b\u306f\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u691c\u8a0e\u306e\u53c2\u8003\u3068\u3057\u3066\u300c\u3069\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u9078\u3076\u3079\u304d\u304b\u5224\u65ad\u8868\u300d\u3092\u7528\u610f\u3057\u307e\u3057\u305f\u3002\u793e\u5185\u306eRAG\u7d44\u307f\u8fbc\u307f\u65b9\u91dd\u3092\u8b70\u8ad6\u3059\u308b\u969b\u306b\u305d\u306e\u307e\u307e\u304a\u4f7f\u3044\u3044\u305f\u3060\u3051\u308b\u5f62\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:51px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\u672c\u9023\u8f09\u306b\u3064\u3044\u3066-4\"><a>About this series<\/a><\/h3>\n\n\n\n<p>\u672c\u8a18\u4e8b\u306f\u7b2c2\u56de\u3067\u3059\u3002\u9023\u8f09\u306f\u3001(I)\u306a\u305cSuper RAG\u3001(II)\u3069\u3046\u7d44\u307f\u8fbc\u3080\u304b\u3001(III)\u4e2d\u8eab\u3092\u53ef\u8996\u5316\u3001(IV)\u73fe\u5834\u3067\u4f55\u304c\u8d77\u304d\u3066\u3044\u308b\u304b\u3001(V)\u5c0e\u5165\u5224\u65ad\u3001\u3068\u3044\u30465\u7ae0\u69cb\u6210\u3067\u9032\u3081\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306f\u7b2cII\u7ae0\u300c\u3069\u3046\u7d44\u307f\u8fbc\u3080\u304b\u300d\u306e\u524d\u534a\u306b\u3042\u305f\u308a\u3001\u6b21\u56de\uff08\u7b2c3\u56de\uff09\u3067\u306fAPI\u306e\u6a5f\u80fd\u305d\u306e\u3082\u306e\u3092\u6a5f\u80fd\u5225\u306b\u6574\u7406\u3057\u305f\u201c\u30ab\u30bf\u30ed\u30b0\u56de\u201d\u3092\u304a\u5c4a\u3051\u3059\u308b\u4e88\u5b9a\u3067\u3059\u3002<\/p>\n\n\n\n<div style=\"height:51px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-3\u3064\u306e\u30d1\u30bf\u30fc\u30f3\u3092api\u547c\u3073\u51fa\u3057\u306e\u89b3\u70b9\u3067\u898b\u76f4\u3059-6\"><a>3\u3064\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u201cAPI\u547c\u3073\u51fa\u3057\u201d\u306e\u89b3\u70b9\u3067\u898b\u76f4\u3059<\/a><\/h2>\n\n\n\n<p>\u524d\u56de\u306e\u5fa9\u7fd2\u3082\u517c\u306d\u3066\u30013\u3064\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u300c\u8ab0\u304c\u4f55\u3092\u62c5\u5f53\u3059\u308b\u304b\u300d\u3068\u300c\u5229\u7528\u3059\u308bAPI\u306e\u7c92\u5ea6\u300d\u306e\u89b3\u70b9\u3067\u4e26\u3079\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"551\" src=\"https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/01_patterns_responsibility-1024x551.png\" alt=\"\" class=\"wp-image-4977\" srcset=\"https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/01_patterns_responsibility-1024x551.png 1024w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/01_patterns_responsibility-300x162.png 300w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/01_patterns_responsibility-768x414.png 768w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/01_patterns_responsibility-1536x827.png 1536w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/01_patterns_responsibility-18x10.png 18w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/01_patterns_responsibility-225x120.png 225w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/01_patterns_responsibility.png 1872w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>3\u3064\u306e\u7d44\u307f\u8fbc\u307f\u30d1\u30bf\u30fc\u30f3\u306e\u8cac\u52d9\u5206\u62c5\u3068API\u4f9d\u5b58<\/em><\/figcaption><\/figure>\n\n\n\n<div style=\"height:51px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>pattern<\/th><th>\u6587\u66f8\u89e3\u6790<\/th><th>\u30c1\u30e3\u30f3\u30af\u691c\u7d22<\/th><th>\u56de\u7b54\u751f\u6210<\/th><th>\u5229\u7528API\u306e\u7c92\u5ea6<\/th><\/tr><\/thead><tbody><tr><td>\u2460 Mainly Super RAG<\/td><td>Super RAG<\/td><td>Super RAG<\/td><td>Super RAG\uff08LLM\u8fbc\u307f\uff09<\/td><td>\u5927\u304d\u3044\uff08\u767b\u9332\uff0b\u30c1\u30e3\u30c3\u30c8\uff09<\/td><\/tr><tr><td>\u2461 Search-focused<\/td><td>Super RAG<\/td><td>Super RAG<\/td><td>\u81ea\u793eLLM<\/td><td>\u4e2d\uff08\u767b\u9332\uff0b\u691c\u7d22\uff0b\u81ea\u793e\u751f\u6210\uff09<\/td><\/tr><tr><td>\u2462 Specialized in pre-processing<\/td><td>Super RAG<\/td><td>\u81ea\u793e<\/td><td>\u81ea\u793eLLM<\/td><td>\u7d30\u304b\u3044\uff08\u62bd\u51fa\u30fb\u30c1\u30e3\u30f3\u30af\u5316\u30fb\u57cb\u3081\u8fbc\u307f\u3092\u5404API\u3067\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u3053\u3053\u3067\u6ce8\u76ee\u3057\u3066\u3044\u305f\u3060\u304d\u305f\u3044\u306e\u306f\u3001<strong>\u300cSuper RAG\u306b\u5bc4\u305b\u308b\u307b\u3069\u5927\u304d\u306a\u7c92\u5ea6\u3067\u51e6\u7406\u3059\u308b&#8221;\u76ee\u7684\u5fd7\u5411\u306eAPI&#8221;\u3092\u4f7f\u3044\u3001\u81ea\u793e\u306b\u5bc4\u305b\u308b\u307b\u3069\u7d30\u304b\u3044\u51e6\u7406\u3092\u884c\u3046&#8221;\u6a5f\u80fd\u6307\u5411\u306eAPI&#8221;\u3092\u4f7f\u3046\u300d<\/strong>\u3068\u3044\u3046\u50be\u5411\u3067\u3059\u3002\u3053\u308c\u306f\u5358\u7d14\u306b\u624b\u9593\u306e\u554f\u984c\u3060\u3051\u3067\u306a\u304f\u3001\u5404\u6bb5\u968e\u3067\u306e\u5236\u5fa1\u306e\u81ea\u7531\u5ea6\u3068\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u306e\u95a2\u4fc2\u306b\u3042\u308a\u307e\u3059\u3002\u81ea\u7531\u5ea6\u304c\u307b\u3057\u3044\u30d1\u30bf\u30fc\u30f3\u3067\u306f\u6a5f\u80fd\u7684API\u306e\u547c\u3073\u51fa\u3057\u56de\u6570\u304c\u5897\u3048\u3001\u9006\u306b\u30b7\u30f3\u30d7\u30eb\u306b\u52d5\u304b\u3057\u305f\u3044\u5834\u9762\u3067\u306f\u7d30\u304b\u3044\u5236\u5fa1\u304c\u4e0d\u8981\u306a\u76ee\u7684\u5fd7\u5411\u306eAPI\u547c\u3073\u51fa\u3057\u3067\u6e08\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u964d\u3001\u30d1\u30bf\u30fc\u30f3\u3054\u3068\u306bAPI\u547c\u3073\u51fa\u3057\u306e\u6d41\u308c\u3092\u5177\u4f53\u7684\u306b\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u30d1\u30bf\u30fc\u30f3\u2460-super-rag\u4e2d\u5fc3-\u6700\u77ed\u3067\u52d5\u304b\u3059-12\"><a>\u30d1\u30bf\u30fc\u30f3\u2460: Super RAG\u4e2d\u5fc3 \u2014 \u6700\u77ed\u3067\u52d5\u304b\u3059<\/a><\/h2>\n\n\n\n<p>\u30d1\u30bf\u30fc\u30f3\u2460\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u767b\u9332\u304b\u3089\u56de\u7b54\u751f\u6210\u307e\u3067\u3092\u30d5\u30eb\u306bSuper RAG\u3078\u59d4\u8b72\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u81ea\u793e\u5074\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u30c1\u30e3\u30c3\u30c8\u3092\u6295\u3052\u308b\u3001\u3068\u3044\u3046\u6700\u5c0f\u9650\u306e\u5f79\u5272\u3092\u62c5\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>API<\/strong><strong>\u547c\u3073\u51fa\u3057\u306e\u6d41\u308c\uff08\u5178\u578b\u4f8b\uff09<\/strong><\/p>\n\n\n\n<p>\u30001. POST \/api\/v3.2\/collections\/{collection_id}\/references\/ \u3067\u5bfe\u8c61\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<br>\u30002. Super RAG\u5074\u3067\u81ea\u52d5\u7684\u306b\u62bd\u51fa\u30fb\u30c1\u30e3\u30f3\u30af\u5316\u30fb\u7d22\u5f15\u5316\u304c\u8d70\u308b<br>\u30003. POST \/api\/v3.2\/chats\/ \u3067\u30c1\u30e3\u30c3\u30c8\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u4f5c\u6210<br>\u30004. POST \/api\/v3.2\/chats\/{chat_id}\/messages\/ \u3067\u8cea\u554f\u3092\u9001\u4fe1<br>\u30005. \u56de\u7b54\u30fb\u30a8\u30d3\u30c7\u30f3\u30b9\u30fb\u53c2\u7167\u30c1\u30e3\u30f3\u30af\u304cSSE\u3067\u30b9\u30c8\u30ea\u30fc\u30e0\u914d\u4fe1\u3055\u308c\u308b<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>Suitable cases<\/strong><\/p>\n\n\n\n<p>\u65e2\u5b58\u306eRAG\u57fa\u76e4\u304c\u306a\u304f\u3001\u3068\u306b\u304b\u304f\u65e9\u304fAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u6a5f\u80fd\u3092\u793e\u5185\u5c55\u958b\u3057\u305f\u3044\u30b1\u30fc\u30b9\u3067\u3059\u3002\u8a2d\u8a08\u30fb\u5b9f\u88c5\u30fb\u904b\u7528\u3092\u6700\u5c0f\u5316\u3067\u304d\u308b\u305f\u3081\u3001PoC\u304b\u3089\u672c\u756a\u307e\u3067\u306e\u7acb\u3061\u4e0a\u304c\u308a\u304c\u6700\u77ed\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>\u6ce8\u610f\u70b9<\/strong><\/p>\n\n\n\n<p>Super RAG\u3067\u306f\u3001\u6700\u7d42\u7684\u306bLLM\u306b\u9001\u4fe1\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u7d30\u304b\u306a\u8abf\u6574\u3084\u3001LLM\u306e\u5dee\u3057\u66ff\u3048\u3001\u56de\u7b54\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u53b3\u5bc6\u306a\u5236\u5fa1\u306b\u3084\u3084\u5236\u7d04\u304c\u3042\u308a\u307e\u3059\u3002\u81ea\u793e\u5074\u3067LLM\u306e\u30a4\u30f3\u30d7\u30c3\u30c8\u3001\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u7d30\u304b\u304f\u8abf\u6574\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u30d1\u30bf\u30fc\u30f3\u2461\u3092\u691c\u8a0e\u3059\u308b\u4f59\u5730\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u30d1\u30bf\u30fc\u30f3\u2461-\u691c\u7d22\u7279\u5316-\u691c\u7d22\u306f\u5916\u751f\u6210\u306f\u81ea\u793e-25\"><a>\u30d1\u30bf\u30fc\u30f3\u2461: \u691c\u7d22\u7279\u5316 \u2014 \u691c\u7d22\u306f\u5916\u3001\u751f\u6210\u306f\u81ea\u793e<\/a><\/h2>\n\n\n\n<p>\u30d1\u30bf\u30fc\u30f3\u2461\u306f\u3001Super RAG\u306e\u5f37\u529b\u306a\u6587\u66f8\u89e3\u6790\u30fb\u691c\u7d22\u6a5f\u80fd\u3092\u5229\u7528\u3057\u3064\u3064\u3001\u56de\u7b54\u751f\u6210\uff08\u6700\u7d42\u30d7\u30ed\u30f3\u30d7\u30c8\u5408\u6210\u3001\u6587\u8108\u7ba1\u7406\u3001LLM\u547c\u3073\u51fa\u3057\uff09\u3092\u81ea\u793e\u5074\u3067\u5236\u5fa1\u3059\u308b\u69cb\u6210\u3067\u3059\u3002\u691c\u7d22\u306f\u5916\u3001\u751f\u6210\u306f\u81ea\u793e\u3001\u3068\u3044\u3046\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>API<\/strong><strong>\u547c\u3073\u51fa\u3057\u306e\u6d41\u308c\uff08\u5178\u578b\u4f8b\uff09<\/strong><\/p>\n\n\n\n<p>\u30001. POST \/api\/v3.2\/collections\/{collection_id}\/references\/ \u3067\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<br>\u30002. \u81ea\u793e\u30b7\u30b9\u30c6\u30e0\u5074\u3067\u8cea\u554f\u3092\u53d7\u3051\u53d6\u308a\u3001POST \/api\/v3\/workflows\/retrieve\/ \u3067\u95a2\u9023\u30c1\u30e3\u30f3\u30af\u3092\u53d6\u5f97<br>\u30003. \u53d6\u5f97\u3057\u305f\u30c1\u30e3\u30f3\u30af\u3092\u81ea\u793e\u5074\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u7d44\u307f\u7acb\u3066\u308b<br>\u30004. \u81ea\u793e\u306e\u597d\u307f\u306eLLM\uff08OpenAI\uff0fAzure\uff0f\u30aa\u30f3\u30d7\u30ecLLM\u306a\u3069\uff09\u3067\u56de\u7b54\u3092\u751f\u6210<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ol class=\"wp-block-list\">\n<li><\/li>\n<\/ol>\n\n\n\n<p><strong>Suitable cases<\/strong><\/p>\n\n\n\n<p>\u81ea\u793e\u3067\u65e2\u306bLLM\u547c\u3073\u51fa\u3057\u306e\u57fa\u76e4\u3084\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5236\u5fa1\u306e\u4ed5\u7d44\u307f\uff08\u5f8c\u8ff0\u3059\u308bDify\u306e\u3088\u3046\u306a\u3082\u306e\uff09\u3092\u6301\u3063\u3066\u3044\u308b\u30b1\u30fc\u30b9\u3067\u3059\u3002\u56de\u7b54\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u30e2\u30c7\u30eb\u5207\u308a\u66ff\u3048\u3092\u81ea\u524d\u3067\u63e1\u308a\u305f\u3044\u8981\u4ef6\u3068\u76f8\u6027\u304c\u3088\u3044\u69cb\u6210\u3067\u3059\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>Dify\u7d4c\u8cbb\u5be9\u67fb\u304c\u201c\u3053\u306e\u4f4d\u7f6e\u201d\u306b\u3042\u305f\u308b<\/strong><\/p>\n\n\n\n<p>\u5f8c\u534a\u3067\u8a73\u3057\u304f\u6271\u3044\u307e\u3059\u304c\u3001Dify\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304b\u3089\/api\/v3\/workflows\/retrieve\/\u3092\u547c\u3093\u3067\u95a2\u9023\u898f\u5b9a\u3092\u53d6\u5f97\u3057\u3001Dify\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5be9\u67fb\u5224\u65ad\u3059\u308b\u3001\u3068\u3044\u3046\u69cb\u6210\u306f\u30d1\u30bf\u30fc\u30f3\u2461\u306e\u5178\u578b\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u30d1\u30bf\u30fc\u30f3\u2462-\u524d\u51e6\u7406\u7279\u5316-\u6587\u66f8\u89e3\u6790\u30a8\u30f3\u30b8\u30f3\u3060\u3051\u501f\u308a\u308b-37\"><a>\u30d1\u30bf\u30fc\u30f3\u2462: \u524d\u51e6\u7406\u7279\u5316 \u2014 \u6587\u66f8\u89e3\u6790\u30a8\u30f3\u30b8\u30f3\u3060\u3051\u501f\u308a\u308b<\/a><\/h2>\n\n\n\n<p>\u30d1\u30bf\u30fc\u30f3\u2462\u306f\u3001Super RAG\u3092\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u89e3\u6790\uff08\u62bd\u51fa\u30fb\u30c1\u30e3\u30f3\u30af\u5316\u30fb\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u57cb\u3081\u8fbc\u307f\uff09\u5c02\u7528\u3068\u3057\u3066\u4f7f\u3044\u3001\u30d9\u30af\u30bf\u30fcDB\u69cb\u7bc9\u3068\u691c\u7d22\u3001\u56de\u7b54\u751f\u6210\u306f\u3059\u3079\u3066\u81ea\u793e\u5074\u3067\u5236\u5fa1\u3059\u308b\u69cb\u6210\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>API<\/strong><strong>\u547c\u3073\u51fa\u3057\u306e\u6d41\u308c\uff08\u5178\u578b\u4f8b\uff09<\/strong><\/p>\n\n\n\n<p>\u30001. POST \/api\/v3.3\/actions\/document-extract\/ \u3067\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u69cb\u9020\u5316\u30c6\u30ad\u30b9\u30c8\u3092\u62bd\u51fa<br>\u30002. POST \/api\/v3.3\/actions\/chunking\/ \u3067\u62bd\u51fa\u30c6\u30ad\u30b9\u30c8\u3092\u30c1\u30e3\u30f3\u30af\u306b\u5206\u5272<br>\u30003. \uff08\u4efb\u610f\uff09POST \/api\/v3\/actions\/embedding\/ \u3067\u30c1\u30e3\u30f3\u30af\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3002\u81ea\u793e\u306e\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3092\u4f7f\u3046\u5834\u5408\u306f\u3053\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u81ea\u793e\u3067\u5b9f\u65bd<br>\u30004. \u81ea\u793e\u30d9\u30af\u30bf\u30fcDB\u306b\u30c1\u30e3\u30f3\u30af\u3068\u57cb\u3081\u8fbc\u307f\u3092\u4fdd\u5b58<br>\u30005. \u8cea\u554f\u6642\u306f\u81ea\u793e\u5074\u3067\u30d9\u30af\u30bf\u30fc\u691c\u7d22\u2192\u30d7\u30ed\u30f3\u30d7\u30c8\u7d44\u307f\u7acb\u3066\u2192\u81ea\u793eLLM\u3067\u56de\u7b54\u751f\u6210<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>Suitable cases<\/strong><\/p>\n\n\n\n<p>\u81ea\u793e\u3067\u80b2\u3066\u3066\u304d\u305f\u30d9\u30af\u30bf\u30fcDB\uff08Milvus\u3001Qdrant\u3001Pinecone\u306a\u3069\uff09\u3084\u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304c\u3042\u308a\u3001\u305d\u306e\u691c\u7d22\u30fb\u63a8\u8ad6\u306e\u81ea\u7531\u5ea6\u306f\u7dad\u6301\u3057\u305f\u307e\u307e\u3001<strong>\u65e5\u672c\u8a9e\u3092\u542b\u3080\u591a\u69d8\u306a\u6587\u66f8\u3092\u9ad8\u7cbe\u5ea6\u306b\u69cb\u9020\u62bd\u51fa\u3059\u308b\u90e8\u5206\u3060\u3051<\/strong>\u3092Super RAG\u306b\u59d4\u306d\u305f\u3044\u30b1\u30fc\u30b9\u3067\u3059\u3002\u524d\u51e6\u7406\u306e\u7cbe\u5ea6\u306f\u6700\u7d42\u7684\u306a\u691c\u7d22\u30fb\u56de\u7b54\u306e\u7cbe\u5ea6\u306e\u5929\u4e95\u3092\u6c7a\u3081\u308b\u305f\u3081\u3001\u3053\u3053\u3092\u5916\u90e8\u306e\u30a8\u30f3\u30b8\u30f3\u306b\u4efb\u305b\u308b\u306e\u306f\u73fe\u5b9f\u7684\u306a\u9078\u629e\u80a2\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>\u6ce8\u610f\u70b9<\/strong><\/p>\n\n\n\n<p>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u69cb\u7bc9\u304b\u3089\u30af\u30a8\u30ea\u51e6\u7406\u307e\u3067\u3001\u5b9f\u88c5\u7bc4\u56f2\u304c\u6700\u3082\u5e83\u304f\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u4ee3\u308f\u308a\u3001\u30c1\u30e3\u30f3\u30af\u5206\u5272\u306e\u7c92\u5ea6\u3001\u30d9\u30af\u30c8\u30eb\u306e\u6b21\u5143\u6570\u3001\u30ea\u30e9\u30f3\u30af\u306e\u6709\u7121\u306a\u3069\u3001\u3042\u3089\u3086\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u81ea\u793e\u3067\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u5177\u4f53\u4f8b-\u30d1\u30bf\u30fc\u30f3\u2461\u3067dify\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u7d4c\u8cbb\u5be9\u67fb-50\"><a>\u5177\u4f53\u4f8b: \u30d1\u30bf\u30fc\u30f3\u2461\u3067Dify\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u7d4c\u8cbb\u5be9\u67fb<\/a><\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u30d1\u30bf\u30fc\u30f3\u2461\u306e\u6700\u3082\u30a4\u30e1\u30fc\u30b8\u3057\u3084\u3059\u3044\u5177\u4f53\u4f8b\u3068\u3057\u3066\u3001<strong>Dify\u3092\u4f7f\u3063\u305f\u7d4c\u8cbb\u5be9\u67fb\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/strong>\u3092\u53d6\u308a\u4e0a\u3052\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\u80cc\u666f\u306a\u305cdify\u5358\u72ecsuper-rag\u5358\u72ec\u3067\u306f\u8db3\u308a\u306a\u3044\u306e\u304b-52\">\u80cc\u666f\uff1a\u306a\u305cDify\u5358\u72ec\uff0fSuper RAG\u5358\u72ec\u3067\u306f\u8db3\u308a\u306a\u3044\u306e\u304b<\/h3>\n\n\n\n<p>\u7d4c\u8cbb\u5be9\u67fb\u306f\u3001\u4e00\u898b\u3059\u308b\u3068\u5358\u7d14\u306a\u7a81\u5408\u30bf\u30b9\u30af\u306b\u898b\u3048\u3066\u3001\u5b9f\u306f\u8907\u6570\u306e\u60c5\u5831\u6e90\u3092\u307e\u305f\u304e\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3000\u30fb \u7533\u8acb\u5185\u5bb9\uff08\u79d1\u76ee\u30fb\u91d1\u984d\u30fb\u652f\u6255\u5148\u306a\u3069\uff09\u306e\u8aad\u307f\u53d6\u308a<br>\u3000\u30fb \u793e\u5185\u306e\u7d4c\u8cbb\u898f\u5b9a\u3068\u306e\u7a81\u5408<br>\u3000\u30fb \u8a08\u4e0a\u79d1\u76ee\u30b3\u30fc\u30c9\u306e\u5272\u308a\u5f53\u3066<br>\u3000\u30fb \u5b9a\u3067\u5224\u65ad\u3067\u304d\u306a\u3044\u5834\u5408\u306e\u5916\u90e8\u60c5\u5831\uff08\u56fd\u7a0e\u5c40\u306e\u6307\u91dd\u3001\u652f\u6255\u5148\u306e\u5b9f\u5728\u78ba\u8a8d\u306a\u3069\uff09<br>\u3000\u30fb \u6839\u62e0\u3092\u4f34\u3063\u305f\u53ef\u5426\u5224\u65ad<\/p>\n\n\n\n<p>\u3053\u306e\u6d41\u308c\u3092\u3001Dify\u3060\u3051\u3067\u5b8c\u7d50\u3055\u305b\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u793e\u5185\u6587\u66f8\uff08Word\u3001Excel\u3001\u5e33\u7968\uff09\u306e<strong>\u9ad8\u7cbe\u5ea6\u306a\u8aad\u307f\u53d6\u308a<\/strong>\u3067\u3064\u307e\u305a\u304d\u307e\u3059\u3002Dify\u306e\u6a19\u6e96RAG\u306f\u30c6\u30ad\u30b9\u30c8\u4e2d\u5fc3\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u691c\u7d22\u306e\u305f\u3081\u3001\u8868\u306e\u30bb\u30eb\u3084\u66f8\u5f0f\u306e\u3042\u308b\u898f\u5b9a\u6587\u66f8\u306e\u60c5\u5831\u3092\u53d6\u308a\u3053\u307c\u3057\u304c\u3061\u3067\u3059\u3002\u307e\u305f\u3001Knowledge Pipeline\u6a5f\u80fd\u3067\u72ec\u81ea\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4f5c\u308b\u3068\u3001\u591a\u5927\u306a\u52b4\u529b\u3092\u5fc5\u8981\u3068\u3057\u306a\u304c\u3089\u3082\u30c7\u30fc\u30bf\u4f9d\u5b58\u306b\u306a\u308a\u304c\u3061\u3067\u3001\u6c4e\u7528\u7684\u306a\u9ad8\u7cbe\u5ea6\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4f5c\u308b\u3053\u3068\u306f\u56f0\u96e3\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001Super RAG\u3060\u3051\u3067\u5b8c\u7d50\u3055\u305b\u3088\u3046\u3068\u3057\u3066\u3082\u3001<strong>\u5916\u90e8Web\u60c5\u5831\u306e\u53c2\u7167\u3084\u5be9\u67fb\u30d7\u30ed\u30bb\u30b9\u306e\u30d5\u30ed\u30fc\u5236\u5fa1<\/strong>\u304c\u4e0d\u5f97\u624b\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7684\u306a\u591a\u6bb5\u63a8\u8ad6\u304c\u96e3\u3057\u304f\u306a\u308a\u307e\u3059\u3002 \u3064\u307e\u308a\u3001\u591a\u6bb5\u63a8\u8ad6\u304c\u5fc5\u8981\u306a\u30c6\u30fc\u30de\u306b\u304a\u3044\u3066\u3001\u4e21\u8005\u306e\u5f37\u307f\u306f\u88dc\u5b8c\u95a2\u4fc2\u306b\u3042\u308a\u307e\u3059\u3002Dify\u306e\u300c\u67d4\u8edf\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5236\u5fa1\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6a5f\u80fd\u300d\u3068\u3001Super RAG\u306e\u300c\u9ad8\u7cbe\u5ea6\u306a\u65e5\u672c\u8a9e\u6587\u66f8\u89e3\u6790\uff0b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u300d\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u3069\u3061\u3089\u304b\u3060\u3051\u3067\u306f\u5c4a\u304b\u306a\u304b\u3063\u305f\u7cbe\u5ea6\u3068\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:53px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5168\u4f53\u50cf-62\">\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5168\u4f53\u50cf<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"432\" src=\"https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/02_dify_expense_review-1024x432.png\" alt=\"\" class=\"wp-image-4978\" srcset=\"https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/02_dify_expense_review-1024x432.png 1024w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/02_dify_expense_review-300x126.png 300w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/02_dify_expense_review-768x324.png 768w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/02_dify_expense_review-1536x648.png 1536w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/02_dify_expense_review-18x8.png 18w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/02_dify_expense_review.png 2040w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Dify\u7d4c\u8cbb\u5be9\u67fb\u306e\u69cb\u6210\u6982\u8981\uff08\u30d1\u30bf\u30fc\u30f3\u2461\u306e\u5178\u578b\u4f8b\uff09<\/em><\/figcaption><\/figure>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Dify\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u30ce\u30fc\u30c9\u304b\u3089Super RAG\u306e\u691c\u7d22API\uff08\/api\/v3\/workflows\/retrieve\/ \u307e\u305f\u306fDify\u306e<strong>External Knowledge API<\/strong>\u7d4c\u7531*\uff09\u3092\u547c\u3073\u51fa\u3057\u3001\u95a2\u9023\u3059\u308b\u7d4c\u8cbb\u898f\u5b9a\u3084\u79d1\u76ee\u30b3\u30fc\u30c9\u60c5\u5831\u3092\u53d6\u5f97\u3002Dify\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u7533\u8acb\u5185\u5bb9\u30fb\u691c\u7d22\u7d50\u679c\u30fb\u5916\u90e8Web\u60c5\u5831\u3092\u7dcf\u5408\u3057\u3066\u3001\u6839\u62e0\u4ed8\u304d\u306e\u5be9\u67fb\u5224\u65ad\u3092\u51fa\u529b\u3057\u307e\u3059\u3002Super RAG\u306f\u300c\u793e\u5185\u6587\u66f8\u306e\u8aad\u89e3\u3068\u691c\u7d22\u300d\u3068\u3044\u3046\u3001\u4e00\u756a\u5730\u5473\u3067\u4e00\u756a\u54c1\u8cea\u306b\u52b9\u304f\u90e8\u5206\u3060\u3051\u3092\u62c5\u5f53\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>*) External Knowledge API\u9023\u643a\u306f\u30012026\u5e747\u6708\uff08\u4eee\uff09\u306b\u30ea\u30ea\u30fc\u30b9\u4e88\u5b9a\u306eSuper RAG 3.4\u3067\u6b63\u5f0f\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30b9\u30c6\u30c3\u30d7\u6982\u8981-66\">\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30b9\u30c6\u30c3\u30d7\u6982\u8981<\/h3>\n\n\n\n<p>\u5b9f\u969b\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6d41\u308c\u3067\u7d44\u307e\u308c\u307e\u3059\uff08\u8a73\u7d30\u306f\u9023\u8f09\u306e\u5f8c\u534a\u3067\u6df1\u6398\u308a\u4e88\u5b9a\u3067\u3059\uff09\u3002<\/p>\n\n\n\n<p>\u30001. \u7d4c\u8cbb\u7533\u8acb\u66f8\u306eSuper RAG\u3078\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9<br>\u30002. \u7533\u8acb\u66f8\u304b\u3089\u79d1\u76ee\u30fb\u6458\u8981\u30fb\u91d1\u984d\u306a\u3069\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u3092\u62bd\u51fa<br>\u30003. Super RAG\u7d4c\u7531\u3067\u7d4c\u8cbb\u898f\u5b9a\uff0f\u79d1\u76ee\u30b3\u30fc\u30c9\u8868\u304b\u3089\u95a2\u9023\u30c1\u30e3\u30f3\u30af\u3092\u691c\u7d22<br>\u30004. AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u7533\u8acb\u5185\u5bb9\u00d7\u691c\u7d22\u7d50\u679c\u00d7\u5fc5\u8981\u306b\u5fdc\u3058\u305f\u5916\u90e8Web\u60c5\u5831\u3067\u5be9\u67fb\u5224\u65ad<br>\u30005. \u5be9\u67fb\u7d50\u679c\u3068\u6839\u62e0\u3092\u30c6\u30ad\u30b9\u30c8\u51fa\u529b<br>\u30006. \u4eba\u306e\u6700\u7d42\u78ba\u8a8d<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\u5fdc\u7528\u7bc4\u56f2-75\">\u5fdc\u7528\u7bc4\u56f2<\/h3>\n\n\n\n<p>\u7d4c\u8cbb\u5be9\u67fb\u306f\u4e00\u4f8b\u306b\u3059\u304e\u307e\u305b\u3093\u3002\u3053\u306e\u69cb\u6210\u306f\u300c<strong>\u793e\u5185\u6587\u66f8\u306e\u6b63\u78ba\u306a\u7406\u89e3<\/strong>&quot;and&quot;<strong>\u5916\u90e8\u60c5\u5831\u3092\u542b\u3080\u591a\u6bb5\u306e\u5224\u65ad<\/strong>\u300d\u306e\u4e21\u65b9\u304c\u5fc5\u8981\u306a\u696d\u52d9\u5168\u822c\u306b\u6d41\u7528\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u793e\u5185\u898f\u7a0b\u3068\u6cd5\u4ee4\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\u5951\u7d04\u30ec\u30d3\u30e5\u30fc\u3001\u8a2d\u8a08\u66f8\u3068\u904e\u53bb\u306e\u969c\u5bb3\u5831\u544a\u3092\u7167\u5408\u3059\u308b\u6280\u8853\u5be9\u67fb\u3001\u4ed5\u69d8\u66f8\u3068\u88fd\u54c1\u30ab\u30bf\u30ed\u30b0\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\u898b\u7a4d\u652f\u63f4\u306a\u3069\u3001\u300c\u793e\u5185\u30ca\u30ec\u30c3\u30b8\uff0b\u5916\u90e8\u60c5\u5831\uff0b\u591a\u6bb5\u5224\u65ad\u300d\u306e\u69cb\u9020\u3092\u6301\u3064\u30bf\u30b9\u30af\u306b\u306f\u4e00\u8cab\u3057\u3066\u5fdc\u7528\u304c\u5229\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\u7cbe\u5ea6\u691c\u8a3c\u306e\u5177\u4f53\u7d50\u679c\u306f\u5f8c\u7d9a\u306e\u9023\u8f09\u3067-77\">\u7cbe\u5ea6\u691c\u8a3c\u306e\u5177\u4f53\u7d50\u679c\u306f\u5f8c\u7d9a\u306e\u9023\u8f09\u3067<\/h3>\n\n\n\n<p>\u300c\u5b9f\u969b\u3069\u308c\u304f\u3089\u3044\u7cbe\u5ea6\u304c\u51fa\u308b\u306e\u304b\u300d\u300cDify\u5358\u72ec\uff0fSuper RAG\u5358\u72ec\uff0f\u7d44\u307f\u5408\u308f\u305b\u3067\u3001\u3069\u3046\u5dee\u304c\u51fa\u308b\u306e\u304b\u300d\u3068\u3044\u3063\u305f\u5b9a\u91cf\u7684\u306a\u6bd4\u8f03\u691c\u8a3c\u306e\u7d50\u679c\u3068\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a73\u7d30\u306a\u30ce\u30fc\u30c9\u69cb\u6210\u306b\u3064\u3044\u3066\u306f\u3001<strong>\u9023\u8f09\u306e\u5f8c\u534a\u3067\u4e88\u5b9a\u3057\u3066\u3044\u308b\u300c\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u4e8b\u4f8b &nbsp;AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9023\u643a\uff08\u4eee\uff09\u300d\u3067\u6df1\u6398\u308a<\/strong>\u3057\u307e\u3059\u3002\u30d1\u30bf\u30fc\u30f3\u2461\u304c\u3069\u3046\u5b9f\u52d9\u3067\u6a5f\u80fd\u3059\u308b\u304b\u3001\u3069\u3046\u7cbe\u5ea6\u306b\u5f71\u97ff\u3059\u308b\u304b\u3092\u6271\u3046\u4e88\u5b9a\u3067\u3059\u3002<\/p>\n\n\n\n<div style=\"height:49px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u3069\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u9078\u3076\u3079\u304d\u304b\u5224\u65ad\u8868-79\"><a>\u3069\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u9078\u3076\u3079\u304d\u304b\u5224\u65ad\u8868<\/a><\/h2>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u306e\u5185\u5bb9\u3092\u8e0f\u307e\u3048\u3066\u3001\u5b9f\u969b\u306b\u30d1\u30bf\u30fc\u30f3\u3092\u9078\u3076\u969b\u306e\u5224\u65ad\u8ef8\u3092\u307e\u3068\u3081\u307e\u3059\u3002<strong>3\u8ef8\u306e\u9078\u629e\u3068\u30017\u3064\u306e\u30c1\u30a7\u30c3\u30af\u9805\u76ee<\/strong>\u3067\u3001\u793e\u5185\u8b70\u8ad6\u306e\u305f\u305f\u304d\u53f0\u3068\u3057\u3066\u304a\u4f7f\u3044\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-3\u8ef8\u306e\u9078\u629e-81\">3\u8ef8\u306e\u9078\u629e<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1720\" height=\"880\" src=\"https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/03_decision_flow.png\" alt=\"\" class=\"wp-image-4979\" srcset=\"https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/03_decision_flow.png 1720w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/03_decision_flow-300x153.png 300w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/03_decision_flow-1024x524.png 1024w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/03_decision_flow-768x393.png 768w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/03_decision_flow-1536x786.png 1536w, https:\/\/cinnamon.ai\/wp-content\/uploads\/2026\/04\/03_decision_flow-18x9.png 18w\" sizes=\"auto, (max-width: 1720px) 100vw, 1720px\" \/><\/figure>\n\n\n\n<p><em>\u30d1\u30bf\u30fc\u30f3\u9078\u5b9a\u306e\u5224\u65ad\u30d5\u30ed\u30fc<\/em><\/p>\n\n\n\n<div style=\"height:53px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u30d1\u30bf\u30fc\u30f3\u306f\u3001\u7d50\u5c40\u306e\u3068\u3053\u308d\u6b21\u306e3\u8ef8\u306e\u9078\u629e\u306b\u5e30\u7740\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u8ef81\uff1a\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u5834\u6240\u306f\u3069\u3053\u304b<\/strong><br>\u793e\u5185\u306e\u30d9\u30af\u30bf\u30fcDB\u3084\u65e2\u5b58\u691c\u7d22\u57fa\u76e4\u306b\u30c1\u30e3\u30f3\u30af\u3092\u7f6e\u304d\u305f\u3044\u5834\u5408 \u2192 <strong>\u30d1\u30bf\u30fc\u30f3\u2462\u78ba\u5b9a<\/strong><\/p>\n\n\n\n<p><strong>\u8ef82\uff1a\u691c\u7d22\u306f\u3069\u3053\u3067\u5b9f\u884c\u3059\u308b\u304b<\/strong><br>\u30c7\u30fc\u30bf\u3092Super RAG\u306b\u7f6e\u304f\u306a\u3089\u3001\u691c\u7d22\u3082Super RAG\u5074\u3067\u8d70\u308a\u307e\u3059\u3002\u3053\u3053\u306f\u5206\u96e2\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p><strong>\u8ef83\uff1a\u56de\u7b54\u751f\u6210\u306f\u3069\u3053\u3067\u884c\u3046\u304b<\/strong><br>Super RAG\u306e\u30c1\u30e3\u30c3\u30c8\u30d5\u30ed\u30fc\u3067\u5b8c\u7d50\u3055\u305b\u308b \u2192 <strong>\u30d1\u30bf\u30fc\u30f3\u2460<\/strong>\uff0f\u81ea\u793eLLM\u3067\u72ec\u81ea\u5236\u5fa1\u3059\u308b \u2192 <strong>\u30d1\u30bf\u30fc\u30f3\u2461<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-7\u3064\u306e\u30c1\u30a7\u30c3\u30af\u9805\u76ee-88\">7\u3064\u306e\u30c1\u30a7\u30c3\u30af\u9805\u76ee<\/h3>\n\n\n\n<p>\u3088\u308a\u5b9f\u52d9\u7684\u306a\u5224\u65ad\u306e\u305f\u3081\u306b\u3001\u4ee5\u4e0b7\u9805\u76ee\u306e\u30c1\u30a7\u30c3\u30af\u7d50\u679c\u304b\u3089\u5411\u3044\u3066\u3044\u308b\u30d1\u30bf\u30fc\u30f3\u3092\u8aad\u307f\u53d6\u308c\u308b\u65e9\u898b\u8868\u3092\u3054\u7528\u610f\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>perspective<\/th><th>\u30d1\u30bf\u30fc\u30f3\u2460\u5411\u304d<\/th><th>\u30d1\u30bf\u30fc\u30f3\u2461\u5411\u304d<\/th><th>\u30d1\u30bf\u30fc\u30f3\u2462\u5411\u304d<\/th><\/tr><\/thead><tbody><tr><td>\u30d9\u30af\u30bf\u30fcDB\u306e\u65e2\u5b58\u8cc7\u7523<\/td><td>\u7121\u3057\uff0f\u4efb\u305b\u305f\u3044<\/td><td>\u7121\u3057\uff0f\u4efb\u305b\u305f\u3044<\/td><td>\u6709\u308a\uff0f\u6d3b\u304b\u3057\u305f\u3044<\/td><\/tr><tr><td>LLM\u9078\u5b9a\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u8abf\u6574\u306e\u81ea\u7531\u5ea6<\/td><td>\u4f4e\u304f\u3066\u3088\u3044<\/td><td>\u9ad8\u304f\u6301\u3061\u305f\u3044<\/td><td>\u9ad8\u304f\u6301\u3061\u305f\u3044<\/td><\/tr><tr><td>\u5916\u90e8\u30c7\u30fc\u30bf\u5883\u754c\u306e\u8981\u4ef6<\/td><td>Super RAG\u306b\u9810\u3051\u3089\u308c\u308b<\/td><td>Super RAG\u306b\u9810\u3051\u3089\u308c\u308b<\/td><td>\u81ea\u793e\u30b7\u30b9\u30c6\u30e0\u5185\u306b\u9589\u3058\u305f\u3044<\/td><\/tr><tr><td>\u5c0e\u5165\u30b9\u30d4\u30fc\u30c9\u306e\u91cd\u8996\u5ea6<\/td><td>\u6700\u512a\u5148<\/td><td>\u4e2d<\/td><td>\u5f8c\u56de\u3057\u3067\u3088\u3044<\/td><\/tr><tr><td>\u958b\u767a\u30fb\u904b\u7528\u30ea\u30bd\u30fc\u30b9<\/td><td>\u5c11\u306a\u3044<\/td><td>\u4e2d<\/td><td>\u5341\u5206\u3042\u308b<\/td><\/tr><tr><td>\u65e2\u5b58\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u30c4\u30fc\u30eb\u306e\u6709\u7121<\/td><td>\u7121\u3057<\/td><td>Dify \/ n8n\u7b49\u6709\u308a<\/td><td>\u81ea\u793e\u88fd\u306e\u5236\u5fa1\u57fa\u76e4\u6709\u308a<\/td><\/tr><tr><td>\u30b3\u30b9\u30c8\u69cb\u9020\u306e\u597d\u307f<\/td><td>\u5b66\u7fd2\u30b3\u30b9\u30c8\u6700\u5c0f<\/td><td>LLM\u5074\u3092\u81ea\u793e\u7ba1\u7406<\/td><td>\u30a4\u30f3\u30d5\u30e9\u542b\u3081\u81ea\u793e\u5236\u5fa1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u8907\u6570\u306e\u89b3\u70b9\u3067\u8a72\u5f53\u3059\u308b\u30d1\u30bf\u30fc\u30f3\u304c\u3001\u7b2c\u4e00\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002\u5b8c\u5168\u306b\u4e00\u3064\u306e\u30d1\u30bf\u30fc\u30f3\u306b\u5bc4\u308a\u5207\u308c\u306a\u3044\u5834\u5408\u306f\u3001\u30d1\u30bf\u30fc\u30f3\u2461\u304b\u3089\u59cb\u3081\u3066\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30d1\u30bf\u30fc\u30f3\u2462\u3078\u79fb\u884c\u3059\u308b\u65b9\u6cd5\u3082\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u203b\u300c\u5916\u90e8\u30c7\u30fc\u30bf\u5883\u754c\u306e\u8981\u4ef6\u300d\u306b\u3064\u3044\u3066\u3001\u30d1\u30bf\u30fc\u30f3\u2460\u3001\u2461\u306e\u30b1\u30fc\u30b9\u3067\u3082\u3001Super RAG\u3092\u304a\u5ba2\u3055\u307e\u306eAzure\u74b0\u5883\u5185\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u306f\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-\u8ff7\u3063\u305f\u3068\u304d\u306e\u7c21\u6613\u30eb\u30fc\u30eb-93\">\u8ff7\u3063\u305f\u3068\u304d\u306e\u7c21\u6613\u30eb\u30fc\u30eb<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u3068\u306b\u304b\u304f\u65e9\u304f\u52d5\u304b\u3057\u305f\u3044<\/strong> \u2192 \u30d1\u30bf\u30fc\u30f3\u2460\u3067\u59cb\u3081\u308b<\/li>\n\n\n\n<li><strong>\u65e2\u5b58\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u30c4\u30fc\u30eb\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u57fa\u76e4\u304c\u3042\u308b<\/strong> \u2192 \u30d1\u30bf\u30fc\u30f3\u2461\u3067\u7d44\u307f\u5408\u308f\u305b\u308b<\/li>\n\n\n\n<li><strong>\u65e2\u5b58\u306e\u30d9\u30af\u30bf\u30fcDB\u3092\u6d3b\u304b\u3057\u305f\u3044\uff0f\u30c7\u30fc\u30bf\u3092\u81ea\u793e\u30b7\u30b9\u30c6\u30e0\u4e0a\u306b\u7f6e\u304d\u305f\u3044<\/strong> \u2192 \u30d1\u30bf\u30fc\u30f3\u2462\u3067\u524d\u51e6\u7406\u3060\u3051\u501f\u308a\u308b<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u6b21\u56de\u4e88\u544a-98\"><a>Next episode preview<\/a><\/h2>\n\n\n\n<p>\u6b21\u56de\uff08\u7b2c3\u56de\uff09\u306f\u3001<strong>API\u6a5f\u80fd\u30ab\u30bf\u30ed\u30b0 \u2014 \u4f55\u304c\u3067\u304d\u3066\u3001\u4f55\u306f\u81ea\u793e\u3067\u62c5\u3046\u304b<\/strong>\u3092\u304a\u5c4a\u3051\u3057\u307e\u3059\u3002\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u62bd\u51fa\u3001\u30c1\u30e3\u30f3\u30af\u5316\u3001\u57cb\u3081\u8fbc\u307f\u3001\u691c\u7d22\u3001\u30c1\u30e3\u30c3\u30c8\u3001\u8a8d\u8a3c\u3001\u30b0\u30eb\u30fc\u30d7\u7ba1\u7406\u306a\u3069\u3001Super RAG API\u306e\u6a5f\u80fd\u3092\u5f79\u5272\u5225\u306b\u4e00\u89a7\u5316\u3057\u3001\u6a5f\u80fd\u3054\u3068\u306b\u300c\u3069\u306e\u30d1\u30bf\u30fc\u30f3\u3067\u8ab0\u304c\u62c5\u3046\u304b\u300d\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u30d1\u30bf\u30fc\u30f3\u9078\u629e\u3068\u5408\u308f\u305b\u3066\u8aad\u3080\u3053\u3068\u3067\u3001\u81ea\u793e\u30b7\u30b9\u30c6\u30e0\u306e\u5f79\u5272\u5206\u62c5\u304c\u3088\u308a\u5177\u4f53\u5316\u3057\u3084\u3059\u304f\u306a\u308b\u201c\u8f9e\u66f8\u7684\u306a\u56de\u201d\u306b\u306a\u308b\u4e88\u5b9a\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u3057\u3066\u30d1\u30bf\u30fc\u30f3\u2461\u306eDify\u7d4c\u8cbb\u5be9\u67fb\u306e\u5177\u4f53\u7684\u306a\u7cbe\u5ea6\u691c\u8a3c\u7d50\u679c\u3068\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5185\u90e8\u306e\u30ce\u30fc\u30c9\u69cb\u6210\u306e\u6df1\u6398\u308a\u306f\u3001<strong>\u300c\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u4e8b\u4f8b &nbsp;AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9023\u643a\uff08\u4eee\uff09\u300d<\/strong>\u3067\u6271\u3044\u307e\u3059\u3002\u3069\u3046\u305e\u304a\u697d\u3057\u307f\u306b\u3002<\/p>\n\n\n\n<div style=\"height:52px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-\u307e\u3068\u3081-101\"><a>summary<\/a><\/h2>\n\n\n\n<p>3\u3064\u306e\u7d44\u307f\u8fbc\u307f\u30d1\u30bf\u30fc\u30f3\u306f\u3001\u300cSuper RAG\u306b\u5bc4\u305b\u308b\u307b\u3069API\u306f\u5c11\u306a\u304f\u30b7\u30f3\u30d7\u30eb\u3001\u81ea\u793e\u306b\u5bc4\u305b\u308b\u307b\u3069\u547c\u3073\u51fa\u3057\u306f\u591a\u304f\u7d30\u304b\u304f\u3001\u305d\u306e\u4ee3\u308f\u308a\u5236\u5fa1\u306e\u81ea\u7531\u5ea6\u304c\u4e0a\u304c\u308b\u300d\u3068\u3044\u3046\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3067\u6574\u7406\u3067\u304d\u307e\u3059\u3002\u30d1\u30bf\u30fc\u30f3\u2460\u306f\u5c0e\u5165\u30b9\u30d4\u30fc\u30c9\u6700\u512a\u5148\u3001\u30d1\u30bf\u30fc\u30f3\u2461\u306f\u65e2\u5b58LLM\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u30c4\u30fc\u30eb\u3068\u306e\u67d4\u8edf\u306a\u7d44\u307f\u5408\u308f\u305b\u3001\u30d1\u30bf\u30fc\u30f3\u2462\u306f\u65e2\u5b58\u30d9\u30af\u30bf\u30fcDB\u8cc7\u7523\u306e\u6d3b\u7528\u3068\u5f37\u3044\u7d71\u5236\u3001\u304c\u305d\u308c\u305e\u308c\u306e\u52dd\u3061\u7b4b\u3067\u3059\u3002<\/p>\n\n\n\n<p>Dify\u7d4c\u8cbb\u5be9\u67fb\u306e\u3088\u3046\u306a\u30d1\u30bf\u30fc\u30f3\u2461\u306e\u69cb\u6210\u306f\u3001\u300c\u793e\u5185\u6587\u66f8\u306e\u9ad8\u7cbe\u5ea6\u306a\u8aad\u89e3\u300d\u3068\u300c\u67d4\u8edf\u306a\u591a\u6bb5\u63a8\u8ad6\u30d5\u30ed\u30fc\u300d\u3068\u3044\u3046\u3001\u305d\u308c\u305e\u308c\u306e\u30c4\u30fc\u30eb\u5358\u72ec\u3067\u306f\u5c4a\u304b\u306a\u304b\u3063\u305f\u9818\u57df\u306b\u3001\u7d44\u307f\u5408\u308f\u305b\u3067\u624b\u304c\u5c4a\u304f\u3053\u3068\u3092\u793a\u3059\u597d\u4f8b\u3067\u3059\u3002\u81ea\u793e\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5f53\u3066\u306f\u3081\u308b\u969b\u306f\u3001\u8a18\u4e8b\u672b\u5c3e\u306e\u5224\u65ad\u8868\u3092\u8d77\u70b9\u306b\u3001\u3069\u306e\u300c\u5834\u6240\u300d\u3092\u8ab0\u306b\u4efb\u305b\u308b\u304b\u306e\u6574\u7406\u304b\u3089\u59cb\u3081\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>&lt;Articles in this series&gt;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/cinnamon.ai\/en\/ideas\/super-rag-tech-blog-01\/\" target=\"_blank\" rel=\"noopener\" title=\"[Part 1] Achieving a Quality Beyond Standard RAG \u2014 Technical Innovations Supporting Super RAG\">[Part 1] Achieving a Quality Beyond Standard RAG \u2014 Technical Innovations Supporting Super RAG<\/a><\/li>\n\n\n\n<li>[Part 2] A Thorough Explanation of Three Embedded Patterns \u2014 Analyzing API Call Flows and Dify Expense Review (Scheduled for release in May 2026)<\/li>\n\n\n\n<li>[Part 3] API Function Catalog \u2014 What can be done, and what should be handled in-house? (Scheduled for release in May 2026)<\/li>\n\n\n\n<li>[Part 4] The Contents of Document Extraction \u2014 How is the Engine Selected? (Scheduled for release in May 2026)<\/li>\n\n\n\n<li>[Part 5] Hybrid Search and Reranking \u2014 Making the Most of Extracted Content by Balancing &quot;Semantic&quot; and &quot;Word&quot; (Scheduled for release in May 2026)<\/li>\n\n\n\n<li>From here on, we plan to publish up to the 10th installment.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:81px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/contents.cinnamon.ai\/contact\/inquiry_blog\" target=\"_blank\" rel=\"noreferrer noopener\">contact<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/contents.cinnamon.ai\/download\/wp_superrag_dl_blog\" target=\"_blank\" rel=\"noreferrer noopener\">Super RAG Document Download<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:140px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b \u524d\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001Super RAG\u306e\u5168\u4f53\u50cf\u3068\u3001API\u3092\u901a\u3058\u305f3\u3064\u306e\u7d44\u307f\u8fbc\u307f\u30d1\u30bf\u30fc\u30f3\uff08\u2460Super RAG\u4e2d\u5fc3\uff0f\u2461\u691c\u7d22\u7279\u5316\uff0f\u2462\u524d\u51e6\u7406\u7279\u5316\uff09\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u300c\u3069\u3053\u307e\u3067\u3092Super RAG\u306b\u4efb\u305b\u3001\u3069\u3053\u304b\u3089\u81ea\u793e\u3067\u5236\u5fa1 [&hellip;]<\/p>","protected":false},"featured_media":4980,"template":"","ideas-cat":[59],"class_list":["post-4976","ideas","type-ideas","status-publish","has-post-thumbnail","hentry","ideas-cat-tech"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/cinnamon.ai\/en\/wp-json\/wp\/v2\/ideas\/4976","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cinnamon.ai\/en\/wp-json\/wp\/v2\/ideas"}],"about":[{"href":"https:\/\/cinnamon.ai\/en\/wp-json\/wp\/v2\/types\/ideas"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cinnamon.ai\/en\/wp-json\/wp\/v2\/media\/4980"}],"wp:attachment":[{"href":"https:\/\/cinnamon.ai\/en\/wp-json\/wp\/v2\/media?parent=4976"}],"wp:term":[{"taxonomy":"ideas-cat","embeddable":true,"href":"https:\/\/cinnamon.ai\/en\/wp-json\/wp\/v2\/ideas-cat?post=4976"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}