{"id":1450,"date":"2025-03-29T15:35:13","date_gmt":"2025-03-29T06:35:13","guid":{"rendered":"https:\/\/www.eqboard.com\/?p=1450"},"modified":"2025-04-21T17:45:43","modified_gmt":"2025-04-21T08:45:43","slug":"self-rag-langgraph","status":"publish","type":"post","link":"https:\/\/www.eqboard.com\/?p=1450","title":{"rendered":"Self-RAG &amp; LangGraph(Local)"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignright size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"715\" height=\"1024\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2023\/12\/newton-715x1024.jpg\" alt=\"\" class=\"wp-image-601\" style=\"width:244px;height:auto\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2023\/12\/newton-715x1024.jpg 715w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2023\/12\/newton-210x300.jpg 210w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2023\/12\/newton-768x1099.jpg 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2023\/12\/newton-1073x1536.jpg 1073w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2023\/12\/newton.jpg 1275w\" sizes=\"auto, (max-width: 715px) 100vw, 715px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-small-font-size\">&#8220;[\ub8e8\ub2e5\uc2a4 \ube14\ub85c\uadf8] \uc5f0\uc2b5\ub9cc\uc774 \uc0b4\uae38\uc774\ub2e4&#8221;\uc758 &#8220;<a href=\"https:\/\/rudaks.tistory.com\/entry\/%EB%B2%88%EC%97%ADlanggraph-tutorial-Self-RAG\">[\ubc88\uc5ed][langgraph tutorial] Self-RAG<\/a>&#8220;\uc744 \uc218\uc815\ud558\uc600\uc2b5\ub2c8\ub2e4.<br>\uc774 \ube14\ub85c\uadf8\uc5d0\uc11c\ub3c4 \uc124\uba85\ud55c \uac83\ucc98\ub7fc \uc790\ub8cc\ub294 &#8220;<a href=\"https:\/\/langchain-ai.github.io\/langgraph\/tutorials\/rag\/langgraph_self_rag\/\">Self-RAG<\/a>&#8220;\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"has-small-font-size\"><mark style=\"background-color:rgba(0, 0, 0, 0);color:#0104f8\" class=\"has-inline-color\"><strong>YouTube\ub098 Web\uc758 \uc790\ub8cc \uc911 LangGraph\uae4c\uc9c0 \ub3d9\uc791\ud558\ub294, Local\uc6a9 RAG(Retrieval-Augmented Generation\/\uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131)\uc774 \uc5c6\uc5b4, \uace0\uc0dd\ud558\ub294 \ubd84\ub4e4\uc774 \uacc4\uc2e0 \uad00\uacc4\ub85c \uc790\ub8cc\ub97c \uacf5\uac1c\ud569\ub2c8\ub2e4.<\/strong><br>\uc870\uae08\uc774\ub77c\ub3c4 \ub3c4\uc6c0\uc774 \ub418\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/mark><br>#local #RAG #ollama #LangChain #LangGraph <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-small-font-size\">\uc218\uc815 \ub0b4\uc6a9<br>&#8211; Local\uc5d0\uc11c \uc124\uce58\ub41c Ollama\ub97c \uc774\uc6a9\ud558\ub3c4\ub85d \ubcc0\uacbd\ud558\uc600\uc2b5\ub2c8\ub2e4.<br>&#8211; Model\uc740 &#8220;gemma3:12b&#8221;\ub97c \uc0ac\uc6a9\ud558\ub3c4\ub85d \ud558\uc600\uc2b5\ub2c8\ub2e4.<br>  (OpenAI\uc758 &#8216;GPT4&#8217;\ub294 Open-soruce\uac00 \uc544\ub2d8)<br>&#8211; LangGraph\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d Template \uad00\ub828\ub41c \ubd80\ubd84\uc744 \uc218\uc815\ud558\uc600\uc2b5\ub2c8\ub2e4.<br>&#8211; LangGraph\ub97c \ud1b5\ud558\uc5ec, \ucd94\ub860\uacfc\uc815\uc744 \ubcfc \uc218 \uc788\ub3c4\ub85d \ud558\uc600\uc2b5\ub2c8\ub2e4.<br><\/li>\n\n\n\n<li class=\"has-small-font-size\">\uc804\uccb4 \ub0b4\uc6a9\uc744 \uc774\ubbf8\uc9c0\ub85c \uc62c\ub9bd\ub2c8\ub2e4.<br>\ube44\uad50\ud574 \ubcf4\uace0, \uc785\ub825\ud558\uace0, \uc218\uc815\ud558\ub294 \uac83\uc774, \uae30\uc220\uc744 \uc2b5\ub4dd\ud558\ub294 \uac83\uc774 \uc624\ub958 \uc218\uc815\uc5d0 \ub3c4\uc6c0\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"962\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/rag1-1024x962.png\" alt=\"\" class=\"wp-image-1452\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/rag1-1024x962.png 1024w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/rag1-300x282.png 300w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/rag1-768x722.png 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/rag1-1536x1444.png 1536w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/rag1.png 1547w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"851\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg2-1024x851.png\" alt=\"\" class=\"wp-image-1453\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg2-1024x851.png 1024w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg2-300x249.png 300w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg2-768x638.png 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg2-1536x1276.png 1536w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg2.png 1549w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"939\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg3-1024x939.png\" alt=\"\" class=\"wp-image-1454\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg3-1024x939.png 1024w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg3-300x275.png 300w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg3-768x704.png 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg3-1536x1408.png 1536w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg3.png 1546w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"821\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg4-1024x821.png\" alt=\"\" class=\"wp-image-1455\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg4-1024x821.png 1024w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg4-300x240.png 300w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg4-768x616.png 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg4-1536x1231.png 1536w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg4.png 1547w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"825\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg5-1024x825.png\" alt=\"\" class=\"wp-image-1456\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg5-1024x825.png 1024w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg5-300x242.png 300w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg5-768x619.png 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg5-1536x1238.png 1536w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg5.png 1547w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"967\" height=\"1024\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg6-967x1024.png\" alt=\"\" class=\"wp-image-1457\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg6-967x1024.png 967w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg6-283x300.png 283w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg6-768x814.png 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg6-1450x1536.png 1450w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg6-1024x1085.png 1024w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg6.png 1548w\" sizes=\"auto, (max-width: 967px) 100vw, 967px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"617\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg7-1024x617.png\" alt=\"\" class=\"wp-image-1458\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg7-1024x617.png 1024w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg7-300x181.png 300w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg7-768x463.png 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg7-1536x926.png 1536w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg7.png 1544w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"783\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg8-1024x783.png\" alt=\"\" class=\"wp-image-1459\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg8-1024x783.png 1024w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg8-300x229.png 300w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg8-768x587.png 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg8-1536x1174.png 1536w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg8.png 1545w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"912\" height=\"1024\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg9-912x1024.png\" alt=\"\" class=\"wp-image-1460\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg9-912x1024.png 912w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg9-267x300.png 267w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg9-768x862.png 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg9-1369x1536.png 1369w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg9-1024x1149.png 1024w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/03\/reg9.png 1545w\" sizes=\"auto, (max-width: 912px) 100vw, 912px\" \/><\/figure>\n<\/div><\/div>\n\n\n\n<p class=\"has-small-font-size\">\uc724 \uc601\uae30 \/ Yoon, Young- Ki<br>T. 02-6085-4734<br>master mail : newton@eqboard.com<br>back-up mail : beowulf.kr@mail.com<br>KOREA<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;[\ub8e8\ub2e5\uc2a4 \ube14\ub85c\uadf8] \uc5f0\uc2b5\ub9cc\uc774 \uc0b4\uae38\uc774\ub2e4&#8221;\uc758 &#8220;[\ubc88\uc5ed][langgraph tutorial] Self-RAG&#8220;\uc744 \uc218\uc815\ud558\uc600\uc2b5\ub2c8\ub2e4.\uc774 \ube14\ub85c\uadf8\uc5d0\uc11c\ub3c4 \uc124\uba85\ud55c \uac83\ucc98\ub7fc \uc790\ub8cc\ub294 &#8220;Self-RAG&#8220;\uc785\ub2c8\ub2e4. YouTube\ub098 Web\uc758 \uc790\ub8cc \uc911 LangGraph\uae4c\uc9c0 \ub3d9\uc791\ud558\ub294, Local\uc6a9 RAG(Retrieval-Augmented Generation\/\uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131)\uc774 \uc5c6\uc5b4, \uace0\uc0dd\ud558\ub294 \ubd84\ub4e4\uc774 \uacc4\uc2e0 \uad00\uacc4\ub85c \uc790\ub8cc\ub97c \uacf5\uac1c\ud569\ub2c8\ub2e4.\uc870\uae08\uc774\ub77c\ub3c4 \ub3c4\uc6c0\uc774 \ub418\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4.#local #RAG #ollama #LangChain #LangGraph \uc724 \uc601\uae30 \/ Yoon, Young- KiT. 02-6085-4734master mail : newton@eqboard.comback-up mail : beowulf.kr@mail.comKOREA<\/p>\n","protected":false},"author":1,"featured_media":1451,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[],"class_list":["post-1450","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificialintelligence-kr"],"_links":{"self":[{"href":"https:\/\/www.eqboard.com\/index.php?rest_route=\/wp\/v2\/posts\/1450","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.eqboard.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.eqboard.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.eqboard.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.eqboard.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1450"}],"version-history":[{"count":4,"href":"https:\/\/www.eqboard.com\/index.php?rest_route=\/wp\/v2\/posts\/1450\/revisions"}],"predecessor-version":[{"id":1542,"href":"https:\/\/www.eqboard.com\/index.php?rest_route=\/wp\/v2\/posts\/1450\/revisions\/1542"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.eqboard.com\/index.php?rest_route=\/wp\/v2\/media\/1451"}],"wp:attachment":[{"href":"https:\/\/www.eqboard.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1450"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.eqboard.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1450"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.eqboard.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1450"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}