{"id":9734,"date":"2025-11-25T20:23:25","date_gmt":"2025-11-26T04:23:25","guid":{"rendered":"https:\/\/www.shop2world.com\/blog\/?p=9734"},"modified":"2025-11-25T20:25:00","modified_gmt":"2025-11-26T04:25:00","slug":"%ec%83%b5%ed%88%ac%ec%9b%94%eb%93%9c-tv-%ec%bd%94%eb%94%a9-0-%ec%8b%a4%ec%8a%b5-%ea%b5%ac%ea%b8%80-gemini-api-%eb%a1%9c-rag-%ec%b1%97%eb%b4%87-%ea%b5%ac%ec%b6%95-%ea%b0%80%ec%9d%b4%eb%93%9c-google","status":"publish","type":"post","link":"https:\/\/www.shop2world.com\/blog\/archives\/9734","title":{"rendered":"[\uc0f5\ud22c\uc6d4\ub4dc TV-\ucf54\ub529 0% \uc2e4\uc2b5] \uad6c\uae00 Gemini API \ub85c RAG \ucc57\ubd07 \uad6c\ucd95 \uac00\uc774\ub4dc &#8211; Google File Search, N8N , (Python \ucf54\ub4dc \uc81c\uacf5)"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"[\ucf54\ub529 0% \uc2e4\uc2b5] \uad6c\uae00 Gemini API \ub85c RAG \ucc57\ubd07 \uad6c\ucd95 \uac00\uc774\ub4dc - Google File Search, N8N , (Python \ucf54\ub4dc \uc81c\uacf5)\" width=\"955\" height=\"537\" src=\"https:\/\/www.youtube.com\/embed\/5BcS77P0JyY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h1>\ud83d\ude80 [\ucf54\ub529 0% \uc2e4\uc2b5] \uad6c\uae00 Gemini API \ub85c RAG \ucc57\ubd07 \uad6c\ucd95 \uac00\uc774\ub4dc &#8211; Google File Search, N8N , (Python \ucf54\ub4dc \uc81c\uacf5)<\/h1>\n\n\n\n<h2>\ud83d\udccc \ub3d9\uc601\uc0c1 \uc694\uc57d: \uc65c \uc774 \uac15\uc758\ub97c \ub4e4\uc5b4\uc57c \ud558\ub294\uac00?<\/h2>\n\n\n\n<p><strong>AI \ud658\uac01 \ud604\uc0c1<\/strong>\uc774 \ub450\ub824\uc6b0\uc2e0\uac00\uc694? \uc774\uc81c AI\uc5d0\uac8c **&#8217;\ub098\ub9cc\uc758 \uad50\uc7ac&#8217;**\ub97c \uc9c1\uc811 \uac00\ub974\uce58\uc138\uc694!<\/p>\n\n\n\n<p>\uc774 \uac15\uc758\ub294 \ucf54\ub529 \ud55c \uc904 \uc5c6\uc774 <strong>Google Gemini API<\/strong>\uc758 <strong>File Search \uae30\ub2a5<\/strong>\uacfc \uc790\ub3d9\ud654 \ud234 <strong>n8n<\/strong>\uc744 \uacb0\ud569\ud558\uc5ec, <strong>\ub0b4\uac00 \uc5c5\ub85c\ub4dc\ud55c \ubb38\uc11c(PDF, Google Docs \ub4f1) \ub0b4\uc6a9\ub9cc\uc73c\ub85c \ub2f5\ubcc0\ud558\ub294 \uc804\ubb38 RAG \ucc57\ubd07<\/strong>\uc744 \uad6c\ucd95\ud558\ub294 \uc2e4\uc2b5 \uac00\uc774\ub4dc\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubcf5\uc7a1\ud55c \ubca1\ud130 DB\ub098 \uc784\ubca0\ub529 \uacfc\uc815\uc740 \uad6c\uae00 API\uac00 <strong>\ub2e8 \ud55c \ubc88\uc758 \ud638\ucd9c\ub85c \uc790\ub3d9 \ucc98\ub9ac<\/strong>\ud569\ub2c8\ub2e4. \ub2f9\uc2e0\uc740 \uadf8\uc800 \ucc57\ubd07\uc744 \ub9cc\ub4e4\uc5b4 <strong>24\uc2dc\uac04 \uc790\ub3d9\ud654 \uc2dc\uc2a4\ud15c<\/strong>\uc744 \uc644\uc131\ud558\uae30\ub9cc \ud558\uba74 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h2>\ud83d\udd11 \ud575\uc2ec \ub0b4\uc6a9 <\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><td><strong>\uc2dc\uac04 \ucf54\ub4dc<\/strong><\/td><td><strong>\ub0b4\uc6a9<\/strong><\/td><td><strong>\ud6a8\uacfc<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>0:30<\/strong><\/td><td>RAG(\uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131)\uc758 \ud575\uc2ec: AI\uc5d0\uac8c <strong>\uc288\ud37c\ud30c\uc6cc<\/strong>\ub97c \uc8fc\ub294 \uc6d0\ub9ac<\/td><td>\uae30\uc220 \uc774\ud574\ub3c4\ub97c \ub192\uc774\uace0 \uac15\uc758\uc758 \ub2f9\uc704\uc131\uc744 \ud655\ubcf4\ud569\ub2c8\ub2e4.<\/td><\/tr><tr><td><strong>4:45<\/strong><\/td><td><strong>\uac1c\ubc1c\uc758 \ud601\uba85:<\/strong> \uae30\uc874 RAG \uad6c\ucd95 \ubc29\uc2dd(\ubca1\ud130 DB, \uccad\ud0b9)\uacfc \uad6c\uae00 API \ubc29\uc2dd\uc758 \uc555\ub3c4\uc801 \ucc28\uc774<\/td><td>\uad6c\uae00 API\uac00 \uc5bc\ub9c8\ub098 \ud601\uc2e0\uc801\uc774\uace0 \uc2dc\uac04\uc744 \uc808\uc57d\ud574 \uc8fc\ub294\uc9c0 \uc2dc\uac01\uc801\uc73c\ub85c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/td><\/tr><tr><td><strong>7:07<\/strong><\/td><td><strong>Python \ucf54\ub4dc\ub85c \ub3d9\uc791 \uc6d0\ub9ac \ud655\uc778:<\/strong> \uc81c\uacf5\ub418\ub294 \ucf54\ub4dc\ub97c \ud1b5\ud574 File Search\uc758 \ub9c8\ubc95 \ud655\uc778<\/td><td>\ucf54\ub4dc\uac00 <strong>\uc81c\uacf5<\/strong>\ub418\ubbc0\ub85c, \uc9c1\uc811 \uc791\uc131\ud560 \ud544\uc694 \uc5c6\uc774 \uc644\uc131\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/td><\/tr><tr><td><strong>10:04<\/strong><\/td><td><strong>\ucf54\ub529 0% \uc644\uc131! n8n\uc73c\ub85c RAG \ucc57\ubd07 \uad6c\ud604:<\/strong> HTTP \uc694\uccad \ub178\ub4dc\ub97c \ud65c\uc6a9\ud55c \uc2dc\uac01\uc801 \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uad6c\ucd95<\/td><td>\ube44\uac1c\ubc1c\uc790\ub3c4 <strong>\ub9c8\uc6b0\uc2a4 \ud074\ub9ad\ub9cc\uc73c\ub85c<\/strong> \uc790\ub3d9\ud654 \uc2dc\uc2a4\ud15c\uc744 \uc644\uc131\ud560 \uc218 \uc788\uc74c\uc744 \uc785\uc99d\ud569\ub2c8\ub2e4.<\/td><\/tr><tr><td><strong>12:30<\/strong><\/td><td><strong>\ubbf8\ub798 \ube44\uc804:<\/strong> AI \uc778\ub825(AI \uad70\ub2e8)\uc744 \uac70\ub290\ub9ac\ub294 **&#8217;\uc0f5\ud22c\ub2d8&#8217;**\uc758 \ub178\ud558\uc6b0 \uacf5\uac1c<\/td><td>\ub3d9\uae30 \ubd80\uc5ec\ub97c \ud1b5\ud574 \uc2dc\uccad \uc9c0\uc18d \uc2dc\uac04\uc744 \uadf9\ub300\ud654\ud569\ub2c8\ub2e4.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>\ud83c\udf81 \uc2e4\uc2b5 \uc790\ub8cc \ubc0f \ud15c\ud50c\ub9bf \ub2e4\uc6b4\ub85c\ub4dc (\ud544\uc218!)<\/h2>\n\n\n\n<p>\uc774 \uac15\uc758\uc5d0\uc11c \uc0ac\uc6a9\ub41c \ubaa8\ub4e0 \uc18c\uc2a4 \ucf54\ub4dc\uc640 \ubb38\uc11c\ub97c \ub2e4\uc6b4\ub85c\ub4dc\ud558\uc5ec \uc2e4\uc2b5\uc5d0 \ud65c\uc6a9\ud558\uc138\uc694!<\/p>\n\n\n\n<ol><li><strong>GitHub \uc18c\uc2a4 \ucf54\ub4dc (Python &amp; \ubb38\uc11c):<\/strong><ul><li><a href=\"https:\/\/github.com\/shop2world\/shop2rag\" data-type=\"URL\" data-id=\"https:\/\/github.com\/shop2world\/shop2rag\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/shop2world\/shop2rag<\/a><\/li><\/ul><\/li><li><strong>n8n \ud15c\ud50c\ub9bf (JSON) \ud30c\uc77c:<\/strong><ul><li>\uc774 \uc2e4\uc2b5\uc5d0 \uc0ac\uc6a9\ub41c n8n \ud15c\ud50c\ub9bf(JSON \ud30c\uc77c)\uc740 \ub2e4\uc74c\ubc88 n8n \uc804\uc6a9 \uc2ec\ud654 \uc2e4\uc2b5 \uac15\uc758\uac00 \uacf5\uac1c\ub420 \ub54c \ud568\uaed8 \uacf5\uac1c\ub420 \uc608\uc815\uc785\ub2c8\ub2e4.<\/li><\/ul><\/li><\/ol>\n\n\n\n<h2>\ud83d\udca1 \ub2e4\uc74c \ub2e8\uacc4: \uc790\ub3d9\ud654 \uc218\uc775\ud654 \uc2dc\uc2a4\ud15c \uad6c\ucd95<\/h2>\n\n\n\n<p>\uc774\ubc88\uc5d0 \ub9cc\ub4e0 RAG \ucc57\ubd07\uc740 <strong>\uc790\ub3d9\uc218\uc775<\/strong>\uc744 \uc704\ud55c \uccab \ubc88\uc9f8 \ub2e8\uacc4\uc785\ub2c8\ub2e4. \ub2e4\uc74c \uac15\uc758\uc5d0\uc11c\ub294 \uc0f5\ud22c\ub2d8\uc774 \uc2dc\uac04\uc774 \ub418\uc2dc\uba74 \ucc57\ubd07\uc744 \ud2b9\uc815 \ubd84\uc57c\uc758 AI \uc778\ub825\uc73c\ub85c \ubc1c\uc804\uc2dc\ud0a4\ub294 n8n \uc790\ub3d9\ud654 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc2e4\uc2b5\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ubbc0\ub85c <strong>\uad6c\ub3c5<\/strong>\ud558\uace0 \ub2e4\uc74c \uac15\uc758 \uc54c\ub9bc\uc744 \ub193\uce58\uc9c0 \ub9c8\uc138\uc694!<\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p><em>\ud83d\udd14 \ubb38\uc758: \uad81\uae08\ud55c \uc810\uc740 \ub313\uae00\ub85c \ub0a8\uaca8\uc8fc\uc2dc\uba74 \ube60\ub974\uac8c \ub2f5\ubcc0\ud574 \ub4dc\ub9bd\ub2c8\ub2e4!<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\ude80 [\ucf54\ub529 0% \uc2e4\uc2b5] \uad6c\uae00 Gemini API \ub85c RAG \ucc57\ubd07 \uad6c\ucd95 \uac00\uc774\ub4dc &#8211; Google File Search, N8N , (Python \ucf54\ub4dc \uc81c\uacf5) \ud83d\udccc \ub3d9\uc601\uc0c1 \uc694\uc57d: \uc65c \uc774 \uac15\uc758\ub97c \ub4e4\uc5b4\uc57c \ud558\ub294\uac00? AI \ud658\uac01 \ud604\uc0c1\uc774 \ub450\ub824\uc6b0\uc2e0\uac00\uc694? \uc774\uc81c AI\uc5d0\uac8c **&#8217;\ub098\ub9cc\uc758 \uad50\uc7ac&#8217;**\ub97c \uc9c1\uc811 \uac00\ub974\uce58\uc138\uc694! \uc774 \uac15\uc758\ub294 \ucf54\ub529 \ud55c \uc904 \uc5c6\uc774 Google Gemini API\uc758 File Search \uae30\ub2a5\uacfc \uc790\ub3d9\ud654 \ud234 n8n\uc744 \uacb0\ud569\ud558\uc5ec, \ub0b4\uac00 \uc5c5\ub85c\ub4dc\ud55c \ubb38\uc11c(PDF, Google Docs \ub4f1) \ub0b4\uc6a9\ub9cc\uc73c\ub85c \ub2f5\ubcc0\ud558\ub294 \uc804\ubb38 RAG \ucc57\ubd07\uc744 \uad6c\ucd95\ud558\ub294 \uc2e4\uc2b5 \uac00\uc774\ub4dc\uc785\ub2c8\ub2e4. \ubcf5\uc7a1\ud55c \ubca1\ud130 DB\ub098 \uc784\ubca0\ub529 \uacfc\uc815\uc740 \uad6c\uae00 &#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[2],"tags":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.shop2world.com\/blog\/wp-json\/wp\/v2\/posts\/9734"}],"collection":[{"href":"https:\/\/www.shop2world.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.shop2world.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.shop2world.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.shop2world.com\/blog\/wp-json\/wp\/v2\/comments?post=9734"}],"version-history":[{"count":2,"href":"https:\/\/www.shop2world.com\/blog\/wp-json\/wp\/v2\/posts\/9734\/revisions"}],"predecessor-version":[{"id":9736,"href":"https:\/\/www.shop2world.com\/blog\/wp-json\/wp\/v2\/posts\/9734\/revisions\/9736"}],"wp:attachment":[{"href":"https:\/\/www.shop2world.com\/blog\/wp-json\/wp\/v2\/media?parent=9734"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.shop2world.com\/blog\/wp-json\/wp\/v2\/categories?post=9734"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.shop2world.com\/blog\/wp-json\/wp\/v2\/tags?post=9734"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}