{"id":1970,"date":"2025-12-05T09:30:44","date_gmt":"2025-12-05T17:30:44","guid":{"rendered":"https:\/\/joolandir.com\/ko\/?p=1970"},"modified":"2026-05-12T09:26:27","modified_gmt":"2026-05-12T16:26:27","slug":"%ed%94%84%eb%a1%ac%ed%94%84%ed%8a%b8-%ec%9e%91%ec%84%b1-%ea%b4%80%eb%a0%a8-%ec%a4%91%ec%9a%94-%ec%9a%a9%ec%96%b4","status":"publish","type":"post","link":"https:\/\/joolandir.com\/ko\/%ed%94%84%eb%a1%ac%ed%94%84%ed%8a%b8-%ec%9e%91%ec%84%b1-%ea%b4%80%eb%a0%a8-%ec%a4%91%ec%9a%94-%ec%9a%a9%ec%96%b4\/","title":{"rendered":"\ud504\ub86c\ud504\ud2b8 \uc791\uc131 \uad00\ub828 \uc911\uc694 \uc6a9\uc5b4"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1970\" class=\"elementor elementor-1970\">\n\t\t\t\t<div class=\"elementor-element elementor-element-63a9383 e-flex e-con-boxed e-con e-parent\" data-id=\"63a9383\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-07ed570 elementor-widget elementor-widget-text-editor\" data-id=\"07ed570\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>\uc5ed\ud560\ubd80\uc5ec (Role Assignment)<\/h2><p>AI\uc5d0\uac8c \ud2b9\uc815 \uc5ed\ud560\uc744 \ubd80\uc5ec\ud574 \ub354 \uc815\ud655\ud55c \ub2f5\uc744 \uc5bb\ub294 \ubc29\uc2dd.<br \/>\u201c\ub108\ub294 \uc804\ubb38 \uc1fc\ud551\ubab0 \ucee8\uc124\ud134\ud2b8\uc57c. \ub0b4 \uc0c1\ud669\uc5d0 \ub9de\ucdb0 \uc124\uba85\ud574\uc918.\u201d\ucc98\ub7fc \uc5ed\ud560\uc744 \uc9c0\uc815\ud558\uba74<br \/>\ub2f5\ubcc0 \uc2a4\ud0c0\uc77c\uc774 \uc804\ubb38\uc801\uc774\uace0 \uc77c\uad00\ub418\uac8c \ubc14\ub01c.<\/p><p><strong>\uc608\uc81c:<\/strong><br \/>\u201c\ub108\ub294 \ub2e4\uc774\uc5b4\ud2b8 \ucf54\uce58\uc57c. \ub0b4 \uc2dd\ub2e8\uc744 \ub354 \uac74\uac15\ud558\uac8c \ubc14\uafd4\uc918.\u201d<\/p><h2>\uc608\uc2dc\uc8fc\uae30 (Few-shot)<\/h2><p>AI\uc5d0\uac8c \uc6d0\ud558\ub294 \ubc29\uc2dd\uc758 \uc608\uc2dc\ub97c \uba87 \uac1c \ubcf4\uc5ec\uc8fc\uace0, \uadf8 \ud328\ud134\ub300\ub85c \ub2f5\uc744 \uc0dd\uc131\ud558\uac8c \ud558\ub294 \ubc29\ubc95.<br \/>\uc608\ub97c \ubcf4\uc5ec\uc8fc\uba74 AI\uac00 \uadf8 \uc2a4\ud0c0\uc77c\uc744 \ud559\uc2b5\ud574 \ub354 \uc6d0\ud558\ub294 \ubc29\ud5a5\uc73c\ub85c \ub2f5\ud568.<\/p><p><strong>\uc608\uc81c:<\/strong><br \/>\u201c\uc608\uc2dc:<br \/>\uc544\uce68: \uac00\ubcbc\uc6b4 \uc2dd\uc0ac<br \/>\uc810\uc2ec: \ub2e8\ubc31\uc9c8 \uc911\uc2ec<br \/>\uc774\ub7f0 \ud615\uc2dd\uc73c\ub85c \u20181\uc77c \uc2dd\ub2e8 \uacc4\ud68d\u2019 \uc791\uc131\ud574\uc918.\u201d<\/p><h2>\uc0dd\uac01\uc758 \uc0ac\uc2ac (Chain of Thought, CoT)<\/h2><p>AI\uac00 \ub2f5\uc744 \ub0b4\uae30\uae4c\uc9c0 \uc911\uac04 \ucd94\ub860 \uacfc\uc815\uc744 \ub2e8\uacc4\ubcc4\ub85c \uc801\uac8c \ud568\uc73c\ub85c\uc368<br \/>\ub354 \uc815\ud655\ud558\uace0 \ub17c\ub9ac\uc801\uc778 \uacb0\uacfc\ub97c \uc5bb\ub294 \ubc29\ubc95.<br \/>\ucd08\ubcf4\uc790\ub3c4 \ubb38\uc81c\ub97c \u2018\ud558\ub098\uc529 \ud480\uac8c \ub9cc\ub4dc\ub294 \uae30\ubc95\u2019\uc774\ub77c\uace0 \uc774\ud574\ud558\uba74 \ub428.<\/p><p><strong>\uc608\uc81c:<\/strong><br \/>\u201c\ub2e8\uacc4\ub97c \ub098\ub220\uc11c \uc124\uba85\ud574\uc918: 1) \ubb38\uc81c\uc774\ud574 2) \uc6d0\uc778 3) \ud574\uacb0\ubc95.\u201d<br \/>\u201c\ub2e8\uacc4\ub97c \ub098\ub220 \uc124\uba85\ud574\uc918: 1) \uc5ec\ud589 \ubaa9\uc801 2) \uc608\uc0b0 3) \ucd94\ucc9c \ub3c4\uc2dc.\u201d<\/p><h2>\uc0dd\uac01\uc758 \ud2b8\ub9ac (ToT, Tree of Thought)<\/h2><p>CoT\ubcf4\ub2e4 \ud655\uc7a5\ub41c \ubc29\uc2dd\uc73c\ub85c, \uc5ec\ub7ec \uac00\uc9c0 \ud574\uacb0 \uac00\ub2a5\uc131\uc744 \uac00\uc9c0(branch)\ucc98\ub7fc \ud3bc\uccd0\ubcf4\uace0,<br \/>\uadf8\uc911\uc5d0\uc11c \uac00\uc7a5 \uc88b\uc740 \ub2f5\uc744 \uc120\ud0dd\ud558\ub294 \ucd94\ub860 \ubc29\uc2dd.<br \/>\ubb38\uc81c\uac00 \ubcf5\uc7a1\ud560 \ub54c \ub2e4\uc591\ud55c \uc2dc\ub098\ub9ac\uc624\ub97c \ud0d0\uc0c9\ud558\ub294 \ub290\ub08c.<\/p><p><strong>\uc608\uc81c:<\/strong><br \/>\u201c\uac00\ub2a5\ud55c \ud574\uacb0 \ubc29\ubc95\uc744 3\uac00\uc9c0\ub85c \ub098\ub204\uace0, \uac01 \uc7a5\ub2e8\uc810\uc744 \ube44\uad50\ud574 \ucd5c\uc801\uc548\uc744 \uace8\ub77c\uc918.\u201d<br \/>\u201c\uc8fc\ub9d0 \uacc4\ud68d\uc744 3\uac00\uc9c0(\uc9d1, \uc57c\uc678, \uce5c\uad6c\ub9cc\ub0a8)\ub85c \ub098\ub204\uace0 \uac01\uac01 \uc7a5\ub2e8\uc810\uc744 \ube44\uad50\ud574 \uac00\uc7a5 \uc88b\uc740 \uc120\ud0dd\uc744 \uc54c\ub824\uc918.\u201d<\/p><h2>\uba54\ud0c0 \ud504\ub86c\ud504\ud305 (Meta-Prompting)<\/h2><p>AI\uc5d0\uac8c \u201c\uc5b4\ub5bb\uac8c \ub2f5\ud574\uc57c \ud558\ub294\uc9c0\uc5d0 \ub300\ud55c \uaddc\uce59\u201d\uc744 \ubbf8\ub9ac \uc54c\ub824 \ub2f5\ubcc0 \ud488\uc9c8\uc744 \ub192\uc774\ub294 \uae30\ubc95.<br \/>\uc989, \ud504\ub86c\ud504\ud2b8\uc5d0 \u2018\ub2f5\ubcc0 \uc2a4\ud0c0\uc77c\uc758 \uc124\uba85\u2019\uc744 \ud3ec\ud568\ud558\ub294 \uac83.<\/p><p><strong>\uc608\uc81c:<\/strong><br \/>\u201c\ubaa8\ub4e0 \ub2f5\uc740 \ub2e8\uacc4\ubcc4\ub85c, \uc608\uc2dc \ud3ec\ud568, \ucd08\ubcf4\uc790\uc5d0\uac8c \uce5c\uc808\ud55c \uc2a4\ud0c0\uc77c\ub85c \uc791\uc131\ud574.\u201d<br \/>\u201c\ubaa8\ub4e0 \ub2f5\uc740 \uc9e7\uac8c, \ubc88\ud638 \ubaa9\ub85d\uc73c\ub85c, \ucd08\ubcf4\uc790\ub3c4 \uc774\ud574\ud558\uae30 \uc27d\uac8c \uc791\uc131\ud574.\u201d<\/p><h2>\uc790\uae30 \uc131\ucc30 (Self-Refine)<\/h2><p>AI\uac00 \uc2a4\uc2a4\ub85c \u201c\ubc29\uae08 \ub9cc\ub4e0 \ub2f5\uc5d0\uc11c \ud2c0\ub9b0 \uc810\uc774\ub098 \ubd80\uc871\ud55c \uc810\u201d\uc744 \ucc3e\uc544 \uc7ac\uac80\ud1a0 \ud6c4 \uac1c\uc120\ud558\ub294 \ubc29\uc2dd.<br \/>\ub354 \uc815\ud655\ud55c \ub2f5\uc744 \ub9cc\ub4e4\uae30 \uc704\ud55c \uc790\uae30 \uc810\uac80 \ub2e8\uacc4\ub77c\uace0 \ubcf4\uba74 \ub428.<\/p><p><strong>\uc608\uc81c:<\/strong><br \/>\u201c\ubc29\uae08 \uc791\uc131\ud55c \ub2f5\uc744 \ub2e4\uc2dc \uac80\ud1a0\ud558\uace0, \ub354 \uba85\ud655\ud558\uac8c \uac1c\uc120\ub41c \ubc84\uc804\uc744 \ub2e4\uc2dc \uc791\uc131\ud574\uc918.\u201d<br \/>\u201c\ubc29\uae08 \uc791\uc131\ud55c \uc6b4\ub3d9 \uacc4\ud68d\uc744 \ub2e4\uc2dc \uac80\ud1a0\ud574\uc11c \ub354 \ud604\uc2e4\uc801\uc778 \ubc84\uc804\uc73c\ub85c \uc218\uc815\ud574\uc918.\u201d<br \/>\u201c1) \ub124\uac00 \uc4f4 \ub2f5\uc758 \ubb38\uc81c\uc810\uc744 3\uac00\uc9c0 \ucc3e\uace0<br \/>2) \uadf8 \ubb38\uc81c\ub97c \ud574\uacb0\ud55c \uac1c\uc120 \ubc84\uc804\uc744 \ub2e4\uc2dc \uc791\uc131\ud574\uc918.\u201d<\/p><h2>\uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131 (RAG, Retrieval-Augmented Generation)<\/h2><p>AI\uac00 \ucd94\ub860\ub9cc\uc73c\ub85c \ub2f5\ud558\uc9c0 \uc54a\uace0, \uc678\ubd80 \ubb38\uc11c\u00b7\ub370\uc774\ud130\u00b7\uac80\uc0c9 \uacb0\uacfc\ub97c \ubd88\ub7ec\uc640<br \/>\ub354 \uc815\ud655\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \ubc29\uc2dd.<br \/>\uc5c5\ub370\uc774\ud2b8\uac00 \ud544\uc694\ud55c \uc815\ubcf4\uc5d0 \uc720\ub9ac\ud568.<\/p><p><strong>\uc608\uc81c:<\/strong><br \/>\u201c\uc624\ub298 LA \ub0a0\uc528\ub97c \uac80\uc0c9\ud574\uc11c \ubb34\uc5c7\uc744 \uc785\uc73c\uba74 \uc88b\uc744\uc9c0 \ucd94\ucc9c\ud574\uc918.\u201d<br \/>\u201c\ucd5c\uc2e0 \ubbf8\uad6d \ud1b5\uad00 \uaddc\uc815\uc744 \uac80\uc0c9\ud574 \uc694\uc57d\ud574\uc918.\u201d<\/p><h2>\ucd94\ub860\uacfc \ud589\ub3d9 (ReAct, Reason + Act)<\/h2><p>AI\uac00 \ucd94\ub860(Reason) \uacfc \ud589\ub3d9(Act, \uc678\ubd80 \ub3c4\uad6c \uc0ac\uc6a9\uc774\ub098 \uac80\uc0c9, \uc815\ubcf4\ud655\uc778) \uc744 \ubc88\uac08\uc544 \ud558\uba74\uc11c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ubc29\uc2dd.<br \/>\uc989, \uc0dd\uac01\ud558\uace0 &gt; \ud544\uc694\ud55c \uc561\uc158\uc744 \ud558\uace0 &gt; \ub2e4\uc2dc \ud310\ub2e8\ud558\ub294 \uad6c\uc870.<\/p><p><strong>\uc608\uc81c:<\/strong><br \/>\u201c\uc6d0\uc778\uc744 \ucd94\ub860\ud558\uace0, \ud544\uc694\ud55c \uacbd\uc6b0 \uac80\uc0c9\ud574\uc11c \ud574\uacb0\ucc45\uc744 \ucc3e\uc544\uc918.\u201d<br \/>\u201c\ub0b4\uac00 \uc624\ub298 \uc9c0\ucd9c\ud55c \uae08\uc561\uc744 \uc815\ub9ac\ud558\uace0, \ubd80\uc871\ud55c \ubd80\ubd84\uc744 \uacc4\uc0b0\ud574\uc11c \uc870\uc5b8\ud574\uc918.\u201d<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dded6f8 e-flex e-con-boxed e-con e-parent\" data-id=\"dded6f8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a15d3a elementor-widget elementor-widget-spacer\" data-id=\"5a15d3a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21b6b29 elementor-widget elementor-widget-text-editor\" data-id=\"21b6b29\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00a0<\/p><h1>\uc5ec\ud589 \uacc4\ud68d\uc744 AI\uc5d0\uac8c \uc798 \uc694\uccad\ud558\ub294 \uc608\uc2dc<\/h1><section><h2>[\uc694\uccad \ub0b4\uc6a9\/\ub0b4 \uc0c1\ud669 \uc124\uba85]<\/h2><p>\ub098\ub294 3\uc77c \ub3d9\uc548 LA \uc5ec\ud589\uc744 \uac00\uace0 \uc2f6\uc5b4.<br \/>\uc608\uc0b0\uc740 400\ub2ec\ub7ec, \uc74c\uc2dd\ubcf4\ub2e4\ub294 \uad00\uad11 \uc911\uc2ec, \ucc28\ub294 \uc5c6\uc5b4.<\/p><\/section><section><h2>[\uc5ed\ud560\ubd80\uc5ec]<\/h2><p>\ub108\ub294 \uc5ec\ud589 \ucee8\uc124\ud134\ud2b8\uc57c. \ucd08\ubcf4\uc790\ub3c4 \uc774\ud574\ud558\uae30 \uc26c\uc6b4 \uc124\uba85\uc744 \ud574\uc918.<\/p><\/section><section><h2>[\uba54\ud0c0 \ud504\ub86c\ud504\ud305]<\/h2><p>\ub2f5\ubcc0\uc740 \ud56d\uc0c1 1) \uc694\uc57d 2) \uc0c1\uc138\ub2e8\uacc4 3) \uc120\ud0dd\uc9c0 \ube44\uad50 4) \ucd5c\uc885 \ucd94\ucc9c \uc21c\uc11c\ub85c \uc791\uc131\ud574.<br \/>\uc804\ubb38\uc6a9\uc5b4\ub294 \ucd5c\ub300\ud55c \uc27d\uac8c, \uc608\uc2dc\ub294 \uc77c\uc0c1\uc0dd\ud65c \uae30\uc900\uc73c\ub85c \ub9cc\ub4e4\uc5b4\uc918.<\/p><\/section><section><h2>[\uc608\uc2dc\uc8fc\uae30, Few-shot]<\/h2><p>\uc608\uc2dc \ud615\uc2dd:<\/p><ul><li>\ucd94\ucc9c \uc77c\uc815: \uc7a5\uc18c + \uc774\uc720<\/li><li>\uc608\uc0c1 \ube44\uc6a9: \uae08\uc561 + \ud56d\ubaa9<\/li><\/ul><p>\uc774 \ud615\uc2dd\uc73c\ub85c \ub2f5\ubcc0\ud574\uc918.<\/p><\/section><section><h2>[\uc0dd\uac01\uc758 \uc0ac\uc2ac, CoT]<\/h2><p>\uc0dd\uac01 \uacfc\uc815\uc744 \ub2e8\uacc4\ubcc4\ub85c \ubcf4\uc5ec\uc918:<\/p><ol><li>\ub098\uc758 \uc870\uac74 \ubd84\uc11d<\/li><li>\uac00\ub2a5\ud55c \uc77c\uc815 \uad6c\uc131<\/li><li>\ube44\uc6a9 \uacc4\uc0b0<\/li><li>\uc704\ud5d8 \uc694\uc18c \ubc0f \uc8fc\uc758\uc810<\/li><\/ol><\/section><section><h2>[\uc0dd\uac01\uc758 \ud2b8\ub9ac, ToT]<\/h2><p>\uac00\ub2a5\ud55c \uc77c\uc815\uc548\uc744 3\uac00\uc9c0 Branch\ub85c \ub9cc\ub4e4\uace0<br \/>\uac01\uac01\uc758 \uc7a5\ub2e8\uc810\uc744 \ube44\uad50\ud574\uc918.<\/p><\/section><section><h2>[\uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131, RAG]<\/h2><p>\ucd5c\uc2e0 LA \ub0a0\uc528\uc640 \uc778\uae30 \uad00\uad11\uc9c0 \uc815\ubcf4\ub97c \uac80\uc0c9\ud574 \ucc38\uace0\ud574\uc918.<\/p><\/section><section><h2>[\ucd94\ub860\uacfc \ud589\ub3d9, ReAct (Reason + Act)]<\/h2><p>\uacc4\ud68d\uc744 \ub9cc\ub4e4\uae30 \uc804\uc5d0 \ud544\uc694\ud55c \ucd94\uac00 \uc815\ubcf4\uac00 \uc788\uc73c\uba74<br \/>\uc2a4\uc2a4\ub85c \ud310\ub2e8\ud574\uc11c \uc9c8\ubb38\ud558\uac70\ub098 \uac80\uc0c9\ud574\uc11c \ud655\uc778\ud574\uc918.<\/p><\/section><section><h2>[\uc790\uae30 \uc131\ucc30, Self-Refine]<\/h2><p>\ucd08\uc548 \uc791\uc131 \ud6c4 \uc2a4\uc2a4\ub85c \ub2e4\uc2dc \uac80\ud1a0\ud574\uc11c<br \/>\ub354 \uc815\ud655\ud558\uace0 \ud604\uc2e4\uc801\uc778 \ucd5c\uc885 \ubc84\uc804\uc73c\ub85c \uac1c\uc120\ud574\uc918.<\/p><\/section>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\uc5ed\ud560\ubd80\uc5ec (Role Assignment) AI\uc5d0\uac8c \ud2b9\uc815 \uc5ed\ud560\uc744 \ubd80\uc5ec\ud574 \ub354 \uc815\ud655\ud55c \ub2f5\uc744 \uc5bb\ub294 \ubc29\uc2dd.\u201c\ub108\ub294 \uc804\ubb38 \uc1fc\ud551\ubab0 \ucee8\uc124\ud134\ud2b8\uc57c. \ub0b4 \uc0c1\ud669\uc5d0 \ub9de\ucdb0 \uc124\uba85\ud574\uc918.\u201d\ucc98\ub7fc \uc5ed\ud560\uc744 \uc9c0\uc815\ud558\uba74\ub2f5\ubcc0 \uc2a4\ud0c0\uc77c\uc774 \uc804\ubb38\uc801\uc774\uace0 \uc77c\uad00\ub418\uac8c \ubc14\ub01c. \uc608\uc81c:\u201c\ub108\ub294 \ub2e4\uc774\uc5b4\ud2b8 \ucf54\uce58\uc57c. \ub0b4 \uc2dd\ub2e8\uc744 \ub354 \uac74\uac15\ud558\uac8c \ubc14\uafd4\uc918.\u201d \uc608\uc2dc\uc8fc\uae30 (Few-shot) AI\uc5d0\uac8c \uc6d0\ud558\ub294 \ubc29\uc2dd\uc758 \uc608\uc2dc\ub97c \uba87 \uac1c \ubcf4\uc5ec\uc8fc\uace0, \uadf8 \ud328\ud134\ub300\ub85c \ub2f5\uc744 \uc0dd\uc131\ud558\uac8c \ud558\ub294 \ubc29\ubc95.\uc608\ub97c \ubcf4\uc5ec\uc8fc\uba74 AI\uac00 \uadf8 \uc2a4\ud0c0\uc77c\uc744 \ud559\uc2b5\ud574 \ub354 \uc6d0\ud558\ub294 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