{"id":37642,"date":"2024-06-20T12:29:25","date_gmt":"2024-06-20T12:29:25","guid":{"rendered":"https:\/\/meetcody.ai\/blog\/rag-as-a-service-%eb%b9%84%ec%a6%88%eb%8b%88%ec%8a%a4%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%a0%9c%eb%84%88%eb%a0%88%ec%9d%b4%ed%8b%b0%eb%b8%8c-ai-%ed%99%9c%ec%9a%a9\/"},"modified":"2024-06-20T12:29:25","modified_gmt":"2024-06-20T12:29:25","slug":"rag-as-a-service-%eb%b9%84%ec%a6%88%eb%8b%88%ec%8a%a4%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%a0%9c%eb%84%88%eb%a0%88%ec%9d%b4%ed%8b%b0%eb%b8%8c-ai-%ed%99%9c%ec%9a%a9","status":"publish","type":"post","link":"https:\/\/meetcody.ai\/ko\/blog\/rag-as-a-service-%eb%b9%84%ec%a6%88%eb%8b%88%ec%8a%a4%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%a0%9c%eb%84%88%eb%a0%88%ec%9d%b4%ed%8b%b0%eb%b8%8c-ai-%ed%99%9c%ec%9a%a9\/","title":{"rendered":"RAG-as-a-Service: \ube44\uc988\ub2c8\uc2a4\ub97c \uc704\ud55c \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \ud65c\uc6a9"},"content":{"rendered":"

LLM(\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378)\uacfc \uc0dd\uc131\ud615 AI \ud2b8\ub80c\ub4dc\uac00 \ubd80\uc0c1\ud558\uba74\uc11c \ube44\uc988\ub2c8\uc2a4\uc5d0 \uc0dd\uc131\ud615 AI \uc194\ub8e8\uc158\uc744 \ud1b5\ud569\ud558\uba74 \uc6cc\ud06c\ud50c\ub85c \ud6a8\uc728\uc131\uc744 \ud06c\uac8c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub97c \ucc98\uc74c \uc811\ud558\ub294 \uc0ac\uc6a9\uc790\ub77c\uba74 \uc804\ubb38 \uc6a9\uc5b4\uac00 \ub108\ubb34 \ub9ce\ub2e4\ub294 \uc810\uc774 \ubd80\ub2f4\uc2a4\ub7ec\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ube14\ub85c\uadf8\uc5d0\uc11c\ub294 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc758 \uae30\ubcf8 \uc6a9\uc5b4\ub97c \uc27d\uac8c \uc124\uba85\ud558\uace0 RAG-as-a-Service\ub97c \ud1b5\ud574 \ube44\uc988\ub2c8\uc2a4\ub97c \uc704\ud55c \ub9de\ucda4\ud615 AI \uc194\ub8e8\uc158\uc744 \uc2dc\uc791\ud558\ub294 \ubc29\ubc95\uc744 \uc548\ub0b4\ud569\ub2c8\ub2e4.<\/p>\n

\uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG)\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h2>\n

\uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG)\uc740 \ube44\uc988\ub2c8\uc2a4 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0\uc11c LLM \ub610\ub294 \uc0dd\uc131 AI\ub97c \uad6c\ud604\ud558\ub294 \ub370 \uc788\uc5b4 \ud575\uc2ec \uac1c\ub150\uc785\ub2c8\ub2e4. RAG\ub294 \uc0ac\uc804 \ud559\uc2b5\ub41c Transformer \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \ud2b9\uc815 \uc9c0\uc2dd\ucc3d\uace0\uc758 \uad00\ub828 \ub370\uc774\ud130\ub97c \ucffc\ub9ac \ud504\ub85c\uc138\uc2a4\uc5d0 \uc8fc\uc785\ud568\uc73c\ub85c\uc368 \ube44\uc988\ub2c8\uc2a4 \uad00\ub828 \ucffc\ub9ac\uc5d0 \ub2f5\ubcc0\ud569\ub2c8\ub2e4. LLM\uc774 \uad50\uc721\uc744 \ubc1b\uc9c0 \uc54a\uc558\uc744 \uc218\ub3c4 \uc788\ub294 \uc774 \ub370\uc774\ud130\ub294 \uc815\ud655\ud558\uace0 \uad00\ub828\uc131 \uc788\ub294 \ub2f5\ubcc0\uc744 \uc0dd\uc131\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n

RAG\ub294 \ube44\uc6a9 \ud6a8\uacfc\uc801\uc774\uace0 \ud6a8\uc728\uc801\uc774\uc5b4\uc11c \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc5d0 \ub300\ud55c \uc811\uadfc\uc131\uc744 \ub192\uc5ec\uc90d\ub2c8\ub2e4. RAG\uc640 \uad00\ub828\ub41c \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc6a9\uc5b4\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

RAG\uc758 \uc8fc\uc694 \uc6a9\uc5b4<\/h2>\n

\uccad\ud06c<\/a><\/h3>\n

LLM\uc740 \ub9ac\uc18c\uc2a4 \uc9d1\uc57d\uc801\uc774\uba70 ‘\ucee8\ud14d\uc2a4\ud2b8 \ucc3d’\uc774\ub77c\uace0 \ud558\ub294 \uad00\ub9ac \uac00\ub2a5\ud55c \ub370\uc774\ud130 \uae38\uc774\uc5d0 \ub300\ud574 \ud559\uc2b5\ub429\ub2c8\ub2e4. \ucee8\ud14d\uc2a4\ud2b8 \ucc3d\uc740 \uc0ac\uc6a9\ub418\ub294 LLM\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud55c\uacc4\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ubb38\uc11c \ub610\ub294 \ud14d\uc2a4\ud2b8 \ubb38\ud5cc\uc73c\ub85c \uc81c\uacf5\ub418\ub294 \ube44\uc988\ub2c8\uc2a4 \ub370\uc774\ud130\ub294 \ub354 \uc791\uc740 \ub369\uc5b4\ub9ac\ub85c \uc138\ubd84\ud654\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uccad\ud06c\ub294 \ucffc\ub9ac \uac80\uc0c9 \ud504\ub85c\uc138\uc2a4 \uc911\uc5d0 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n

\uccad\ud06c\ub294 \uad6c\uc870\ud654\ub418\uc9c0 \uc54a\uc558\uace0 \ucffc\ub9ac\uac00 \uc9c0\uc2dd\ucc3d\uace0 \ub370\uc774\ud130\uc640 \uad6c\ubb38\uc801\uc73c\ub85c \ub2e4\ub97c \uc218 \uc788\uc73c\ubbc0\ub85c \uccad\ud06c\ub294 \uc2dc\ub9e8\ud2f1 \uac80\uc0c9\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac80\uc0c9\ub429\ub2c8\ub2e4.<\/p>\n

\"RAG-as-a-Service<\/p>\n

\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/a><\/h3>\n

Pinecone<\/a>, Chromadb<\/a>, FAISS\uc640 \uac19\uc740 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ube44\uc988\ub2c8\uc2a4 \ub370\uc774\ud130\uc758 \uc784\ubca0\ub529\uc744 \uc800\uc7a5\ud569\ub2c8\ub2e4. \uc784\ubca0\ub529\uc740 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc758\ubbf8\uc5d0 \ub530\ub77c \uc22b\uc790 \ud615\uc2dd\uc73c\ub85c \ubcc0\ud658\ud558\uace0 \uc758\ubbf8\uc801\uc73c\ub85c \uc720\uc0ac\ud55c \ub370\uc774\ud130\uac00 \ub354 \uac00\uae4c\uc6b4 \uace0\ucc28\uc6d0 \ubca1\ud130 \uacf5\uac04\uc5d0 \uc800\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n

\uc0ac\uc6a9\uc790 \ucffc\ub9ac\uac00 \uc774\ub8e8\uc5b4\uc9c0\uba74 \ucffc\ub9ac\uc758 \uc784\ubca0\ub529\uc774 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uc758\ubbf8\uc801\uc73c\ub85c \uc720\uc0ac\ud55c \uccad\ud06c\ub97c \ucc3e\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n

RAG-as-a-Service<\/h2>\n

\uae30\uc220\uc801 \uc804\ubb38 \uc9c0\uc2dd\uc774 \ubd80\uc871\ud558\ub2e4\uba74 \ube44\uc988\ub2c8\uc2a4\uc5d0 RAG\ub97c \uad6c\ud604\ud558\ub294 \uac83\uc774 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc14\ub85c \uc774 \uc9c0\uc810\uc5d0\uc11c \uc11c\ube44\uc2a4\ud615 \ub799(RaaS)\uc774 \ub4f1\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n

meetcody.ai\ub294<\/a> \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c\uc5d0 \ub9de\ub294 \ud50c\ub7ec\uadf8 \uc564 \ud50c\ub808\uc774 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uacc4\uc815\uc744 \ub9cc\ub4e4\uace0 \ubb34\ub8cc\ub85c \uc2dc\uc791\ud558\uc138\uc694. \uccad\ud0b9, \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubc0f \uc804\uccb4 RAG \ud504\ub85c\uc138\uc2a4\ub97c \ucc98\ub9ac\ud558\ubbc0\ub85c \uc548\uc2ec\ud558\uace0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n

1. \uc11c\ube44\uc2a4\ud615 \ub85c\uae45(RaaS)\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h3>\n

RaaS(\uc11c\ube44\uc2a4\ud615 \uac80\uc0c9 \uc5d4\uc9c4)\ub294 \ube44\uc988\ub2c8\uc2a4\uc758 \uc804\uccb4 \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131 \ud504\ub85c\uc138\uc2a4\ub97c \ucc98\ub9ac\ud558\ub294 \uc885\ud569 \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub370\uc774\ud130 \uccad\ud06c, \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uc784\ubca0\ub529 \uc800\uc7a5, \ucffc\ub9ac\uc5d0 \ub300\ud55c \uad00\ub828 \ub370\uc774\ud130\ub97c \uac80\uc0c9\ud558\uae30 \uc704\ud55c \uc2dc\ub9e8\ud2f1 \uac80\uc0c9 \uad00\ub9ac\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n

2. \uccad\ud0b9\uc740 RAG \ud504\ub85c\uc138\uc2a4\uc5d0\uc11c \uc5b4\ub5bb\uac8c \ub3c4\uc6c0\uc774 \ub418\ub098\uc694?<\/h3>\n

\uccad\ud06c\ub294 \ub300\uaddc\ubaa8 \ube44\uc988\ub2c8\uc2a4 \ubb38\uc11c\ub97c LLM\uc758 \ucee8\ud14d\uc2a4\ud2b8 \ucc3d\uc5d0 \ub9de\uac8c \uad00\ub9ac\ud558\uae30 \uc26c\uc6b4 \uc791\uc740 \uc870\uac01\uc73c\ub85c \ubd84\ud560\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc138\ubd84\ud654\ub97c \ud1b5\ud574 LLM\uc740 \uc2dc\ub9e8\ud2f1 \uac80\uc0c9\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad00\ub828 \uc815\ubcf4\ub97c \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\uace0 \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

3. \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub780 \ubb34\uc5c7\uc774\uba70 \uc65c \uc911\uc694\ud55c\uac00\uc694?<\/h3>\n

\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ube44\uc988\ub2c8\uc2a4 \ub370\uc774\ud130\uc758 \uc22b\uc790 \ud45c\ud604(\uc784\ubca0\ub529)\uc744 \uc800\uc7a5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc784\ubca0\ub529\uc744 \ud1b5\ud574 \ucffc\ub9ac \uc2dc \uc758\ubbf8\uc801\uc73c\ub85c \uc720\uc0ac\ud55c \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uac80\uc0c9\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c LLM\uc5d0\uc11c \uc815\ud655\ud558\uace0 \uad00\ub828\uc131 \uc788\ub294 \uc751\ub2f5\uc744 \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

RAG-as-a-Service\uc758 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \uc27d\uace0 \ud6a8\uc728\uc801\uc73c\ub85c RAG\ub97c \ube44\uc988\ub2c8\uc2a4\uc5d0 \ud1b5\ud569\ud558\uc138\uc694. \uc9c0\uae08 meetcody.ai\ub97c<\/a> \uc2dc\uc791\ud558\uace0 \uace0\uae09 \uc0dd\uc131 AI \uc194\ub8e8\uc158\uc73c\ub85c \uc6cc\ud06c\ud50c\ub85c\ub97c \ud601\uc2e0\ud558\uc138\uc694.<\/p>\n","protected":false},"excerpt":{"rendered":"

LLM(\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378)\uacfc \uc0dd\uc131\ud615 AI \ud2b8\ub80c\ub4dc\uac00 \ubd80\uc0c1\ud558\uba74\uc11c \ube44\uc988\ub2c8\uc2a4\uc5d0 \uc0dd\uc131\ud615 AI \uc194\ub8e8\uc158\uc744 \ud1b5\ud569\ud558\uba74 \uc6cc\ud06c\ud50c\ub85c \ud6a8\uc728\uc131\uc744 \ud06c\uac8c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub97c \ucc98\uc74c \uc811\ud558\ub294 \uc0ac\uc6a9\uc790\ub77c\uba74 \uc804\ubb38 \uc6a9\uc5b4\uac00 \ub108\ubb34 \ub9ce\ub2e4\ub294 \uc810\uc774 \ubd80\ub2f4\uc2a4\ub7ec\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ube14\ub85c\uadf8\uc5d0\uc11c\ub294 \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc758 \uae30\ubcf8 \uc6a9\uc5b4\ub97c \uc27d\uac8c \uc124\uba85\ud558\uace0 RAG-as-a-Service\ub97c \ud1b5\ud574 \ube44\uc988\ub2c8\uc2a4\ub97c \uc704\ud55c \ub9de\ucda4\ud615 AI \uc194\ub8e8\uc158\uc744 \uc2dc\uc791\ud558\ub294 \ubc29\ubc95\uc744 \uc548\ub0b4\ud569\ub2c8\ub2e4. \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG)\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694? \uac80\uc0c9 \uc99d\uac15… Read more »<\/a><\/p>\n","protected":false},"author":2,"featured_media":37242,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[32],"tags":[],"class_list":["post-37642","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-32"],"acf":[],"yoast_head":"\nRAG-as-a-Service: \ube44\uc988\ub2c8\uc2a4\ub97c \uc704\ud55c \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \ud65c\uc6a9<\/title>\n<meta name=\"description\" content=\"RAG-as-a-Service\ub85c \uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc758 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc138\uc694. \ud6a8\uc728\uc801\uc774\uace0 \uc815\ud655\ud55c \ub300\uc751\uc744 \uc704\ud574 \ube44\uc988\ub2c8\uc2a4 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 RAG\ub97c \ud1b5\ud569\ud558\ub294 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