{"id":1601,"date":"2026-01-16T19:16:31","date_gmt":"2026-01-16T19:16:31","guid":{"rendered":"https:\/\/wayhope.kro.kr\/?p=1601"},"modified":"2026-08-31T07:32:26","modified_gmt":"2026-08-31T07:32:26","slug":"ai-frameworks-orchestration","status":"publish","type":"post","link":"https:\/\/wayhope.kro.kr\/?p=1601","title":{"rendered":"AI Frameworks &amp; Orchestration \uae30\ucd08 \uc815\ub9ac"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">LLM\uc744 \uc9c1\uc811 API\ub85c \ud638\ucd9c\ud558\ub294 \uac83\ub9cc \ubcf4\uba74 \uc0dd\uac01\ubcf4\ub2e4 \ub2e8\uc21c\ud558\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"745\" height=\"91\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-34.png\" alt=\"\" class=\"wp-image-1790\" style=\"width:469px;height:auto\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-34.png 745w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-34-300x37.png 300w\" sizes=\"auto, (max-width: 745px) 100vw, 745px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uac04\ub2e8\ud55c \ucc57\ubd07\uc774\ub77c\uba74 \uc774 \uc815\ub3c4\ub85c\ub3c4 \ucda9\ubd84\ud558\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub7f0\ub370 \uc2e4\uc81c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc73c\ub85c \ub9cc\ub4e4\uae30 \uc2dc\uc791\ud558\uba74 \uc774\uc57c\uae30\uac00 \ub2ec\ub77c\uc9c4\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub300\ud654 \uae30\ub85d\uc744 \uad00\ub9ac\ud574\uc57c \ud558\uace0, \uc678\ubd80 \ubb38\uc11c\ub97c \uac80\uc0c9\ud574\uc57c \ud558\uace0, \uc5ec\ub7ec \ub3c4\uad6c\ub97c \ud638\ucd9c\ud574\uc57c \ud558\uace0, \ubaa8\ub378\uc758 \uc751\ub2f5\uc744 \ud2b9\uc815 \ud615\uc2dd\uc73c\ub85c \ubc1b\uc544\uc57c \ud560 \uc218\ub3c4 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"65\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-35-1024x65.png\" alt=\"\" class=\"wp-image-1791\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-35-1024x65.png 1024w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-35-300x19.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-35-768x49.png 768w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-35.png 1412w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub7f0 \ud750\ub984\uc774 \ubcf5\uc7a1\ud574\uc9c0\uba74 \uac01 \ub2e8\uacc4\ub97c \uc9c1\uc811 \uc5f0\uacb0\ud558\uace0 \uad00\ub9ac\ud558\ub294 \ucf54\ub4dc\uac00 \uc810\uc810 \ub9ce\uc544\uc9c4\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI Framework\uc640 Orchestration\uc740 \uc774\ub7f0 \ubb38\uc81c\ub97c \ub2e4\ub8e8\uae30 \uc704\ud55c \uac1c\ub150\uc774\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">AI Framework\ub294 \uc65c \ud544\uc694\ud55c\uac00<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LLM API\ub97c \uc9c1\uc811 \ud638\ucd9c\ud558\ub294 \ucf54\ub4dc\ub294 \uc5b4\ub835\uc9c0 \uc54a\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uac1c\ub150\uc801\uc73c\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>response = client.chat(\n    model=\"...\",\n    messages=&#91;\n        {\"role\": \"user\", \"content\": \"\uac8c\uc784 \uac1c\ubc1c\uc5d0 \ub300\ud574 \uc124\uba85\ud574\uc918\"}\n    ]\n)\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\ubb38\uc81c\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ubcf5\uc7a1\ud574\uc9c0\uba74\uc11c \uc8fc\ubcc0 \ucf54\ub4dc\uac00 \ub9ce\uc544\uc9c4\ub2e4\ub294 \uac83\uc774\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc608\ub97c \ub4e4\uc5b4 RAG\ub97c \ubd99\uc778\ub2e4\uba74,<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"59\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-36-1024x59.png\" alt=\"\" class=\"wp-image-1793\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-36-1024x59.png 1024w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-36-300x17.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-36-768x44.png 768w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-36.png 1228w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Tool Calling\uae4c\uc9c0 \ucd94\uac00\ud558\uba74,<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"873\" height=\"212\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-37.png\" alt=\"\" class=\"wp-image-1794\" style=\"aspect-ratio:4.11827792247587;width:535px;height:auto\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-37.png 873w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-37-300x73.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-37-768x187.png 768w\" sizes=\"auto, (max-width: 873px) 100vw, 873px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\ucc98\ub7fc \ud750\ub984\uc774 \uae38\uc5b4\uc9c4\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI Framework\ub294 \uc774\ub7f0 \uc791\uc5c5\uc5d0\uc11c \uc790\uc8fc \uc0ac\uc6a9\ub418\ub294 \uae30\ub2a5\uc744 \uc77c\uc815\ud55c \ubc29\uc2dd\uc73c\ub85c \uad6c\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc900\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub2e4\ub9cc Framework\uac00 LLM \uc790\uccb4\ub97c \ub300\uc2e0\ud558\ub294 \uac83\uc740 \uc544\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\uc740 \uc5ec\uc804\ud788 \uc678\ubd80 \ubaa8\ub378\uc774\uace0, Framework\ub294 \uadf8 \ubaa8\ub378\uacfc \ub370\uc774\ud130, \ub3c4\uad6c, \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub85c\uc9c1\uc744 \uc5f0\uacb0\ud558\ub294 \uc5ed\ud560\uc744 \ud55c\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Framework\uc640 Library\ub294 \uc5b4\ub5bb\uac8c \ub2e4\ub978\uac00<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ub458\uc744 \uc5c4\uaca9\ud558\uac8c \uad6c\ubd84\ud558\uae30\ub294 \uc5b4\ub835\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc77c\ubc18\uc801\uc73c\ub85c Library\ub294 \uac1c\ubc1c\uc790\uac00 \ud544\uc694\ud55c \uae30\ub2a5\uc744 \ud638\ucd9c\ud574\uc11c \uc0ac\uc6a9\ud558\ub294 \ud615\ud0dc\uc5d0 \uac00\uae5d\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\ub0b4 \ucf54\ub4dc-> Library \ud638\ucd9c-> \uacb0\uacfc \uc0ac\uc6a9\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Framework\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc804\uccb4\uc801\uc778 \uad6c\uc870\ub098 \uc2e4\ud589 \ud750\ub984\uc744 \uc5b4\ub290 \uc815\ub3c4 \uc81c\uacf5\ud55c\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Framework-> \uc815\ud574\uc9c4 \uad6c\uc870-> \ub0b4\uac00 \uc791\uc131\ud55c \ub85c\uc9c1\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">AI \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ub9c8\ucc2c\uac00\uc9c0\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub2e4\ub9cc \uc694\uc998 AI Framework\ub77c\ub294 \uc774\ub984\uc73c\ub85c \uc81c\uacf5\ub418\ub294 \ub3c4\uad6c\ub4e4\uc740 \ub2e8\uc21c\ud55c \ud558\ub098\uc758 \uae30\ub2a5\ubd80\ud130 Agent \uc2e4\ud589 \uad6c\uc870\uae4c\uc9c0 \ubc94\uc704\uac00 \uc0c1\ub2f9\ud788 \ub113\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub798\uc11c \uc774\ub984\ubcf4\ub2e4 <strong>\uc5b4\ub5a4 \ubb38\uc81c\ub97c \ud574\uacb0\ud574\uc8fc\ub294 \ub3c4\uad6c\uc778\uc9c0<\/strong>\ub97c \ubcf4\ub294 \ud3b8\uc774 \ub0ab\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Orchestration\uc740 \ubb34\uc5c7\uc778\uac00<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Orchestration\uc740 \uc5ec\ub7ec \uc791\uc5c5\uacfc \uc2dc\uc2a4\ud15c\uc758 \uc2e4\ud589 \uc21c\uc11c\ub97c \uc870\uc815\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud55c\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c\ub294 \ud2b9\ud788 LLM, \uac80\uc0c9 \uc2dc\uc2a4\ud15c, \ub370\uc774\ud130\ubca0\uc774\uc2a4, \uc678\ubd80 API, Tool \ub4f1\uc744 \uc5f0\uacb0\ud558\ub294 \uc791\uc5c5\uc744 \ub9d0\ud560 \ub54c \uc790\uc8fc \uc0ac\uc6a9\ub41c\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc608\ub97c \ub4e4\uc5b4 \uc0ac\uc6a9\uc790\uac00<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\ub0b4\uc77c \uc11c\uc6b8 \ub0a0\uc528\ub97c \ud655\uc778\ud558\uace0 \uc77c\uc815\uc5d0 \ub9de\ucdb0 \uc54c\ub824\uc918.\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\ub77c\uace0 \ud588\ub2e4\uace0 \ud558\uc790.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uc694\uccad \ud558\ub098\ub97c \ucc98\ub9ac\ud558\uae30 \uc704\ud574 \uc5ec\ub7ec \uc791\uc5c5\uc774 \ud544\uc694\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"83\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-38-1024x83.png\" alt=\"\" class=\"wp-image-1795\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-38-1024x83.png 1024w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-38-300x24.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-38-768x62.png 768w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-38.png 1145w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uac01\uac01\uc758 \uc791\uc5c5\uc744 \uc5b4\ub5a4 \uc21c\uc11c\ub85c \uc2e4\ud589\ud558\uace0, \uc774\uc804 \ub2e8\uacc4\uc758 \uacb0\uacfc\ub97c \ub2e4\uc74c \ub2e8\uacc4\uc5d0 \uc5b4\ub5bb\uac8c \uc804\ub2ec\ud560\uc9c0\ub97c \uad00\ub9ac\ud558\ub294 \uac83\uc774 Orchestration\uc774\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub798\uc11c AI \uc2dc\uc2a4\ud15c\uc744 \ub2e8\uc21c\ud558\uac8c \ubcf4\uba74 \ub2e4\uc74c\uacfc \uac19\uc774 \uc0dd\uac01\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>LLM-> \uc0dd\uac01\ud558\uace0 \uc0dd\uc131\ud558\ub294 \ubaa8\ub378\n\nTools-> \uc678\ubd80 \uae30\ub2a5\n\nData-> \ucc38\uace0\ud560 \uc815\ubcf4\n\nOrchestration-> \uc774\ub4e4\uc744 \uc5f0\uacb0\ud558\uace0 \uc2e4\ud589\ud558\ub294 \uad6c\uc870\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Chain\uc740 \uc791\uc5c5\uc744 \uc21c\uc11c\ub300\ub85c \uc5f0\uacb0\ud558\ub294 \ubc29\uc2dd\uc774\ub2e4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uac00\uc7a5 \ub2e8\uc21c\ud55c Orchestration\uc740 \uc21c\ucc28\uc801\uc778 \uc791\uc5c5\uc774\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1014\" height=\"88\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-39.png\" alt=\"\" class=\"wp-image-1796\" style=\"aspect-ratio:11.526586620926244;width:500px;height:auto\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-39.png 1014w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-39-300x26.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-39-768x67.png 768w\" sizes=\"auto, (max-width: 1014px) 100vw, 1014px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uc608\ub97c \ub4e4\uc5b4 \uc0ac\uc6a9\uc790\uc758 \uc9c8\ubb38\uc744 \uba3c\uc800 \uc694\uc57d\ud558\uace0, \uc694\uc57d\ub41c \ub0b4\uc6a9\uc744 \ub2e4\uc2dc \ub2e4\ub978 Prompt\uc5d0 \ub123\uc744 \uc218\ub3c4 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"957\" height=\"83\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-40.png\" alt=\"\" class=\"wp-image-1797\" style=\"aspect-ratio:11.531531531531531;width:520px;height:auto\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-40.png 957w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-40-300x26.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-40-768x67.png 768w\" sizes=\"auto, (max-width: 957px) 100vw, 957px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uac01 \ub2e8\uacc4\uc758 \ucd9c\ub825\uc774 \ub2e4\uc74c \ub2e8\uacc4\uc758 \uc785\ub825\uc774 \ub41c\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub7f0 \uad6c\uc870\ub97c \ud754\ud788 <strong>Chain<\/strong>\uc774\ub77c\uace0 \ubd80\ub978\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ucf54\ub4dc\ub85c \ud45c\ud604\ud558\uba74 \ub300\ub7b5 \uc774\ub7f0 \ud615\ud0dc\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>question = \"\uae34 \uc9c8\ubb38...\"\n\nsummary = summarize(question)\nanswer = generate_answer(summary)\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\ubcf5\uc7a1\ud55c \uc791\uc5c5\ub3c4 \uacb0\uad6d \uc791\uc740 \ub2e8\uacc4\ub85c \ub098\ub204\uba74 \uc774\ub7f0 \ud615\ud0dc\ub85c \ud45c\ud604\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">AI Framework\uac00 \uad00\ub9ac\ud558\ub294 \uac83\ub4e4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI Framework\uc5d0\uc11c \uc790\uc8fc \ub2e4\ub8e8\ub294 \uae30\ub2a5\uc740 \ud06c\uac8c \uba87 \uac00\uc9c0\ub85c \ub098\ub20c \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Prompt \uad00\ub9ac<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\uc5d0 \uc804\ub2ec\ud560 Prompt\ub97c \ucf54\ub4dc\uc640 \ubd84\ub9ac\ud574\uc11c \uad00\ub9ac\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\uc0ac\uc6a9\uc790 \uc785\ub825-> Prompt Template-> LLM-> \uc751\ub2f5\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\uc0ac\uc6a9\uc790 \uc785\ub825\uc774\ub098 \uac80\uc0c9 \uacb0\uacfc \uac19\uc740 \ub3d9\uc801\uc778 \ub370\uc774\ud130\ub97c Prompt\uc5d0 \uc0bd\uc785\ud558\ub294 \uac83\ub3c4 \uc27d\uac8c \uad6c\uc131\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Model \uc5f0\uacb0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc11c\ub85c \ub2e4\ub978 LLM\uc744 \ube44\uc2b7\ud55c \uc778\ud130\ud398\uc774\uc2a4\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ucd94\uc0c1\ud654\ud558\uae30\ub3c4 \ud55c\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Application-> Framework-> Model A\n\n\ub610\ub294\n\nApplication-> Framework-> Model B\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\ubaa8\ub378\uc744 \uad50\uccb4\ud574\uc57c \ud560 \ub54c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ucf54\ub4dc\uc758 \ubcc0\uacbd \ubc94\uc704\ub97c \uc904\uc774\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub41c\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Retrieval<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Vector DB\ub098 \uac80\uc0c9 \uc2dc\uc2a4\ud15c\uacfc \uc5f0\uacb0\ud574\uc11c RAG \uad6c\uc870\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\uc9c8\ubb38 -&gt; Retriever -&gt; \uad00\ub828 \ubb38\uc11c -&gt; Prompt -&gt; LLM\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">Tool Calling<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\uc774 \uc678\ubd80 \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud558\ub3c4\ub85d \uc5f0\uacb0\ud560 \uc218\ub3c4 \uc788\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>LLM -&gt; Tool \uc120\ud0dd -&gt; Tool \uc2e4\ud589 -&gt; \uacb0\uacfc -&gt; LLM\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">Memory<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub300\ud654\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c\ub294 \uc774\uc804 \ub300\ud654 \ub0b4\uc6a9\uc744 \uad00\ub9ac\ud574\uc57c \ud55c\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\uc0ac\uc6a9\uc790 -&gt; \uc9c8\ubb38 -&gt; \uc774\uc804 \ub300\ud654 + \ud604\uc7ac \uc9c8\ubb38 -&gt; LLM\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\ub2e4\ub9cc Memory\ub77c\ub294 \uc774\ub984\uc774 \ubd99\uc5c8\ub2e4\uace0 \ud574\uc11c \ubaa8\ub378 \uc790\uccb4\uac00 \ub300\ud654\ub97c \uc601\uad6c\uc801\uc73c\ub85c \uae30\uc5b5\ud558\ub294 \uac83\uc740 \uc544\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub300\ubd80\ubd84 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc774\uc804 \ub300\ud654 \ub0b4\uc6a9\uc744 \uc800\uc7a5\ud558\uace0 \ud544\uc694\ud560 \ub54c \ubaa8\ub378\uc758 \uc785\ub825\uc5d0 \ud3ec\ud568\uc2dc\ud0a4\ub294 \uad6c\uc870\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Tool Calling\uc774 \ub4e4\uc5b4\uac00\uba74 \uad6c\uc870\uac00 \ub2ec\ub77c\uc9c4\ub2e4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\uc740 \uae30\ubcf8\uc801\uc73c\ub85c \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud558\ub294 \ubaa8\ub378\uc774\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud604\uc7ac \uc8fc\uac00\ub97c \uc870\ud68c\ud558\uac70\ub098 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uc720\uc800 \uc815\ubcf4\ub97c \uac00\uc838\uc624\ub294 \uac83\ucc98\ub7fc \uc678\ubd80 \uc2dc\uc2a4\ud15c\uc744 \uc9c1\uc811 \uc2e4\ud589\ud560 \uc218\ub294 \uc5c6\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub798\uc11c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 Tool\uc744 \uc81c\uacf5\ud55c\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc608\ub97c \ub4e4\uc5b4 \ub0a0\uc528\ub97c \uc870\ud68c\ud558\ub294 Tool\uc774 \uc788\ub2e4\uace0 \ud558\uc790.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>get_weather(city)\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\uc0ac\uc6a9\uc790\uac00 \ub0a0\uc528\ub97c \ubb3c\uc5b4\ubcf4\uba74 LLM\uc774 \uc9c1\uc811 \ub0a0\uc528\ub97c \ub9cc\ub4e4\uc5b4\ub0b4\ub294 \uac83\uc774 \uc544\ub2c8\ub77c Tool\uc744 \uc0ac\uc6a9\ud558\ub3c4\ub85d \uc694\uccad\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"289\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-41-1024x289.png\" alt=\"\" class=\"wp-image-1798\" style=\"aspect-ratio:3.543369364619035;width:497px;height:auto\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-41-1024x289.png 1024w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-41-300x85.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-41-768x217.png 768w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-41.png 1049w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uc5ec\uae30\uc11c \uc911\uc694\ud55c \uac83\uc740 Tool\uc744 \uc2e4\uc81c\ub85c \uc2e4\ud589\ud558\ub294 \uc8fc\uccb4\uac00 \ubcc4\ub3c4\ub85c \uc874\uc7ac\ud55c\ub2e4\ub294 \uc810\uc774\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\uc740 \uc5b4\ub5a4 Tool\uc744 \uc5b4\ub5a4 \uc778\uc790\ub85c \ud638\ucd9c\ud560\uc9c0 \uacb0\uc815\ud558\ub294 \uc5ed\ud560\uc744 \ud558\uace0, \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc2e4\uc81c \ud568\uc218\ub97c \uc2e4\ud589\ud55c\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Agent\ub294 \ubb34\uc5c7\uc778\uac00<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc5ec\uae30\uc11c Agent\ub77c\ub294 \uac1c\ub150\uc774 \ub098\uc628\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc77c\ubc18\uc801\uc778 Chain\uc740 \uac1c\ubc1c\uc790\uac00 \uc2e4\ud589 \uc21c\uc11c\ub97c \ubbf8\ub9ac \uc815\ud574\ub193\ub294\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>A-> B-> C-> D\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Agent\ub294 \uc0c1\ud669\uc5d0 \ub530\ub77c \ub2e4\uc74c\uc5d0 \uc5b4\ub5a4 \uc791\uc5c5\uc744 \ud560\uc9c0 \ubaa8\ub378\uc774 \uacb0\uc815\ud558\ub3c4\ub85d \ub9cc\ub4e4 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc608\ub97c \ub4e4\uc5b4,<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"51\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-42-1024x51.png\" alt=\"\" class=\"wp-image-1799\" style=\"aspect-ratio:20.08968609865471;width:720px;height:auto\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-42-1024x51.png 1024w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-42-300x15.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-42-768x38.png 768w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-42.png 1286w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\ucc98\ub7fc \uc2e4\ud589 \uacfc\uc815\uc774 \ub3d9\uc801\uc73c\ub85c \ubc14\ub014 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Agent\uc758 \uae30\ubcf8\uc801\uc778 \uc544\uc774\ub514\uc5b4\ub294 <strong>LLM\uc5d0\uac8c \uc5ec\ub7ec Tool\uacfc \uc791\uc5c5 \ud658\uacbd\uc744 \uc81c\uacf5\ud558\uace0, \ud604\uc7ac \uc0c1\ud669\uc5d0\uc11c \uc5b4\ub5a4 \ud589\ub3d9\uc744 \ucde8\ud560\uc9c0 \uacb0\uc815\ud558\uac8c \ub9cc\ub4dc\ub294 \uac83<\/strong>\uc774\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub2e4\ub9cc Agent\uac00 \ud56d\uc0c1 \uc88b\uc740 \uc120\ud0dd\uc740 \uc544\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2e4\ud589 \ud750\ub984\uc774 \uc608\uce21 \uac00\ub2a5\ud558\ub2e4\uba74 \uad73\uc774 Agent\ub97c \uc0ac\uc6a9\ud560 \ud544\uc694\uac00 \uc5c6\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Chain\uacfc Agent\uc758 \ucc28\uc774<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ub458\uc744 \ub2e8\uc21c\ud558\uac8c \ube44\uad50\ud558\uba74 \uc774\ub807\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Chain-> \uac1c\ubc1c\uc790\uac00 \uc2e4\ud589 \ud750\ub984\uc744 \uacb0\uc815\n\nAgent-> LLM\uc774 \ub2e4\uc74c \ud589\ub3d9\uc744 \uacb0\uc815\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\uc608\ub97c \ub4e4\uc5b4 \uc0ac\uc6a9\uc790\uac00 \ubb38\uc11c\ub97c \uac80\uc0c9\ud558\uace0 \ub2f5\ubcc0\uc744 \ubc1b\ub294 \uc2dc\uc2a4\ud15c\uc774\ub77c\uba74 \uc815\ud574\uc9c4 RAG Pipeline\uc73c\ub85c \ucda9\ubd84\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"751\" height=\"92\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-43.png\" alt=\"\" class=\"wp-image-1800\" style=\"aspect-ratio:8.163677696387976;width:427px;height:auto\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-43.png 751w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-43-300x37.png 300w\" sizes=\"auto, (max-width: 751px) 100vw, 751px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\ubc18\uba74 \uc9c8\ubb38\uc5d0 \ub530\ub77c \uac80\uc0c9\ub3c4 \ud558\uace0 \uacc4\uc0b0\ub3c4 \ud558\uace0 API\ub3c4 \ud638\ucd9c\ud574\uc57c \ud55c\ub2e4\uba74 Agent \uad6c\uc870\uac00 \ub354 \uc801\ud569\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"372\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-44.png\" alt=\"\" class=\"wp-image-1801\" style=\"width:441px;height:auto\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-44.png 800w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-44-300x140.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-44-768x357.png 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\ubb38\uc81c\ub294 \uc790\uc720\ub3c4\uac00 \ub192\uc544\uc9c8\uc218\ub85d \uc81c\uc5b4\ud558\uae30 \uc5b4\ub824\uc6cc\uc9c4\ub2e4\ub294 \uac83\uc774\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2e4\ud589 \ud69f\uc218\uac00 \uc608\uc0c1\ubcf4\ub2e4 \ub9ce\uc544\uc9c8 \uc218\ub3c4 \uc788\uace0, \uc798\ubabb\ub41c Tool\uc744 \uc120\ud0dd\ud560 \uc218\ub3c4 \uc788\uc73c\uba70, \ube44\uc6a9\uacfc \uc751\ub2f5 \uc2dc\uac04\uc774 \uc99d\uac00\ud560 \uc218\ub3c4 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub798\uc11c <strong>\ubb34\uc870\uac74 Agent\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\ubcf4\ub2e4 \ud544\uc694\ud55c \ub9cc\ud07c\ub9cc \uc790\uc728\uc131\uc744 \uc8fc\ub294 \uac83<\/strong>\uc774 \uc2e4\uc6a9\uc801\uc774\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Graph \uad6c\uc870\ub97c \uc0ac\uc6a9\ud558\ub294 \uacbd\uc6b0\ub3c4 \uc788\ub2e4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc791\uc5c5\uc774 \ubcf5\uc7a1\ud574\uc9c0\uba74 \ub2e8\uc21c\ud55c Chain\uc73c\ub85c \ud45c\ud604\ud558\uae30 \uc5b4\ub824\uc6cc\uc9c4\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc608\ub97c \ub4e4\uc5b4,<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\uc785\ub825 -&gt; \ubd84\uc11d -&gt; \uac80\uc0c9 -&gt; \uacb0\uacfc \ud3c9\uac00\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\uae4c\uc9c0 \uc9c4\ud589\ud55c \ub4a4 \uac80\uc0c9 \uacb0\uacfc\uac00 \ucda9\ubd84\ud558\uba74 \ub2f5\ubcc0\ud558\uace0, \ubd80\uc871\ud558\uba74 \ub2e4\uc2dc \uac80\uc0c9\ud558\ub3c4\ub85d \ub9cc\ub4e4 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"180\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-45-1024x180.png\" alt=\"\" class=\"wp-image-1802\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-45-1024x180.png 1024w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-45-300x53.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-45-768x135.png 768w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-45.png 1091w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub7f0 \ubd84\uae30\uc640 \ubc18\ubcf5\uc774 \ub9ce\uc544\uc9c0\uba74 \uc791\uc5c5\uc744 <strong>Graph<\/strong> \ud615\ud0dc\ub85c \ud45c\ud604\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uac01 \uc791\uc5c5\uc744 Node\ub85c \ub9cc\ub4e4\uace0 Node \uc0ac\uc774\uc758 \uc774\ub3d9 \uc870\uac74\uc744 Edge\ub85c \ud45c\ud604\ud558\ub294 \ubc29\uc2dd\uc774\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Node A-> Node B-> Node C\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\ud544\uc694\ud558\uba74<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Node C-> Node B\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\ucc98\ub7fc \ub2e4\uc2dc \uc774\uc804 \ub2e8\uacc4\ub85c \ub3cc\uc544\uac08 \uc218\ub3c4 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub7f0 \uad6c\uc870\ub294 Agent Workflow\ucc98\ub7fc \uc0c1\ud0dc\uc640 \ubd84\uae30\uac00 \ub9ce\uc740 \uc2dc\uc2a4\ud15c\uc744 \uad00\ub9ac\ud560 \ub54c \uc720\uc6a9\ud558\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Framework\uac00 \ubaa8\ub4e0 \uac83\uc744 \ud574\uacb0\ud574\uc8fc\ub294 \uac83\uc740 \uc544\ub2c8\ub2e4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI Framework\ub97c \uc0ac\uc6a9\ud558\uba74 \ucf54\ub4dc\uac00 \uc9e7\uc544\uc9c0\uace0 \ud3b8\ud574\uc9c8 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud558\uc9c0\ub9cc \ucd94\uc0c1\ud654\uac00 \ub9ce\uc544\uc9c8\uc218\ub85d \ub0b4\ubd80 \ub3d9\uc791\uc744 \uc774\ud574\ud558\uae30 \uc5b4\ub824\uc6cc\uc9c0\ub294 \ubb38\uc81c\ub3c4 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc608\ub97c \ub4e4\uc5b4 Framework\uc5d0\uc11c<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>result = chain.invoke(question)\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\ud55c \uc904\ub85c \uc2e4\ud589\ub418\ub294 \uc791\uc5c5\uc774 \uc2e4\uc81c\ub85c\ub294 \ub0b4\ubd80\uc5d0\uc11c<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"996\" height=\"87\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-46.png\" alt=\"\" class=\"wp-image-1803\" style=\"aspect-ratio:11.450479233226837;width:587px;height:auto\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-46.png 996w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-46-300x26.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-46-768x67.png 768w\" sizes=\"auto, (max-width: 996px) 100vw, 996px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uc744 \uc218\ud589\ud560 \uc218\ub3c4 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Framework\ub97c \ucc98\uc74c \uc0ac\uc6a9\ud560 \ub54c\ub294 \uc774\ub7f0 \ucd94\uc0c1\ud654\uac00 \ud3b8\ud558\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud558\uc9c0\ub9cc \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud558\uba74 \ub0b4\ubd80\uc5d0\uc11c \uc2e4\uc81c\ub85c \uc5b4\ub5a4 \uc77c\uc774 \uc77c\uc5b4\ub098\ub294\uc9c0 \uc54c\uc544\uc57c \ud55c\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uac80\uc0c9 \uacb0\uacfc\uac00 \uc774\uc0c1\ud55c \uac83\uc778\uc9c0, Prompt\uac00 \uc798\ubabb\ub41c \uac83\uc778\uc9c0, \ubaa8\ub378\uc774 \uc798\ubabb \ub2f5\ud55c \uac83\uc778\uc9c0 \ud655\uc778\ud558\ub824\uba74 \uacb0\uad6d \uac01 \ub2e8\uacc4\ub97c \ubd84\ub9ac\ud574\uc11c \ubcfc \uc218 \uc788\uc5b4\uc57c \ud55c\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub798\uc11c AI Framework\ub97c \uc0ac\uc6a9\ud560 \ub54c\ub3c4 <strong>\ucd94\uc0c1\ud654\ub41c API\ub9cc \uc678\uc6b0\ub294 \uac83\uc740 \uc704\ud5d8\ud558\ub2e4.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ub300\ud45c\uc801\uc778 AI Framework<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4 \ub54c \ub9ce\uc774 \uc811\ud558\uac8c \ub418\ub294 \ub3c4\uad6c\ub4e4\uc774 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub300\ud45c\uc801\uc73c\ub85c <strong>LangChain<\/strong>, <strong>LlamaIndex<\/strong>, \uadf8\ub9ac\uace0 Workflow\ub098 Agent \uc2e4\ud589 \uad6c\uc870\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 \uc5ec\ub7ec \ud504\ub808\uc784\uc6cc\ud06c\uac00 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uac01 \ub3c4\uad6c\uc758 \uc131\uaca9\uc740 \uc870\uae08\uc529 \ub2e4\ub974\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LangChain\uc740 LLM, Prompt, Tool, Retrieval \ub4f1\uc744 \uc870\ud569\ud574\uc11c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\uc131\ud558\ub294 \ub370 \ucd08\uc810\uc744 \ub454\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LlamaIndex\ub294 \uc678\ubd80 \ub370\uc774\ud130\ub97c LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc5f0\uacb0\ud558\ub294 \ubd80\ubd84, \ud2b9\ud788 \ub370\uc774\ud130 ingestion\uacfc retrieval \ucabd\uc5d0\uc11c \ub9ce\uc774 \uc0ac\uc6a9\ub41c\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc911\uc694\ud55c \uac83\uc740 \ud2b9\uc815 Framework\uc758 API\ub97c \uc678\uc6b0\ub294 \uac83\ubcf4\ub2e4 \uc5b4\ub5a4 \ucd94\uc0c1\ud654\ub97c \uc81c\uacf5\ud558\ub294\uc9c0 \uc774\ud574\ud558\ub294 \uac83\uc774\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc608\ub97c \ub4e4\uc5b4 \ub2e4\uc74c \uac1c\ub150\uc740 \ud2b9\uc815 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uc544\ub3c4 \uc54c\uc544\ub450\ub294 \ud3b8\uc774 \uc88b\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Prompt\nModel\nEmbedding\nRetriever\nTool\nParser\nChain\nAgent\nWorkflow\nState\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Framework\uac00 \ubc14\ub00c\uc5b4\ub3c4 \uc774\ub7f0 \uac1c\ub150 \uc790\uccb4\ub294 \uacc4\uc18d \ub4f1\uc7a5\ud55c\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\uc9c1\uc811 \uad6c\ud604\ud558\ub294 \uac83\uacfc Framework\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc791\uc740 \ud504\ub85c\uc81d\ud2b8\ub77c\uba74 Framework\ub97c \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uace0 \uc9c1\uc811 \uad6c\ud604\ud558\ub294 \uac83\ub3c4 \ucda9\ubd84\ud788 \uac00\ub2a5\ud558\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc608\ub97c \ub4e4\uc5b4 \uac04\ub2e8\ud55c RAG\ub77c\uba74,<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"972\" height=\"83\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-47.png\" alt=\"\" class=\"wp-image-1804\" style=\"aspect-ratio:11.712418300653594;width:539px;height:auto\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-47.png 972w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-47-300x26.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-47-768x66.png 768w\" sizes=\"auto, (max-width: 972px) 100vw, 972px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uc815\ub3c4\ub294 \uc9c1\uc811 \ucf54\ub4dc\ub85c \uc791\uc131\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc624\ud788\ub824 \uc774 \ubc29\ubc95\uc774 \ub0b4\ubd80 \ub3d9\uc791\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218\ub3c4 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ubc18\ub300\ub85c Tool\uc774 \ub9ce\uace0 \uc5ec\ub7ec \ubaa8\ub378\uacfc \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \uc5f0\uacb0\ud574\uc57c \ud558\uac70\ub098, \uc2e4\ud589 \uc0c1\ud0dc\uc640 \ubd84\uae30\uae4c\uc9c0 \uad00\ub9ac\ud574\uc57c \ud55c\ub2e4\uba74 Framework\uac00 \uc81c\uacf5\ud558\ub294 \ucd94\uc0c1\ud654\uac00 \uc720\uc6a9\ud574\uc9c4\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uacb0\uad6d \uc120\ud0dd \uae30\uc900\uc740 &#8220;Framework\ub97c \uc368\uc57c \ud558\ub294\uac00?&#8221;\uac00 \uc544\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc9c1\uc811 \uad6c\ud604\ud588\uc744 \ub54c \ubc1c\uc0dd\ud558\ub294 \ubc18\ubcf5 \uc791\uc5c5\uacfc \ubcf5\uc7a1\uc131\uc744 Framework\uac00 \uc904\uc5ec\uc8fc\ub294\uac00?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\uac83\uc744 \ubcf4\uba74 \ub41c\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">AI Application\uc758 \uad6c\uc870\ub97c \ubcf4\uba74 \uc5ed\ud560\uc774 \ubd84\ub9ac\ub41c\ub2e4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc9c0\uae08\uae4c\uc9c0 \ub098\uc628 \ub0b4\uc6a9\uc744 \ud558\ub098\ub85c \ubb36\uc5b4\ubcf4\uba74 \ub300\ub7b5 \uc774\ub7f0 \uad6c\uc870\uac00 \ub41c\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"242\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-49-1024x242.png\" alt=\"\" class=\"wp-image-1806\" style=\"aspect-ratio:4.231738035264484;width:730px;height:auto\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-49-1024x242.png 1024w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-49-300x71.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-49-768x181.png 768w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-49.png 1037w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2e4\uc81c\ub85c\ub294 \uad6c\ud604 \ubc29\uc2dd\uc5d0 \ub530\ub77c \uad6c\uc870\uac00 \ub2ec\ub77c\uc9c4\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub798\ub3c4 \uac01\uac01\uc758 \uc5ed\ud560\uc744 \uad6c\ubd84\ud574\uc11c \uc0dd\uac01\ud558\uba74 \uc88b\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>LLM-> \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \uc0dd\uc131\ud558\ub294 \ubaa8\ub378\n\nEmbedding-> \ub370\uc774\ud130\ub97c \ubca1\ud130 \ud45c\ud604\uc73c\ub85c \ubcc0\ud658\n\nVector DB-> \ubca1\ud130 \uae30\ubc18 \uac80\uc0c9\n\nTool-> \uc678\ubd80 \uae30\ub2a5 \uc2e4\ud589\n\nFramework-> \uc774\ub7f0 \uad6c\uc131 \uc694\uc18c\ub97c \uc5f0\uacb0\ud558\uae30 \uc704\ud55c \ucd94\uc0c1\ud654\n\nOrchestration-> \uc804\uccb4 \uc2e4\ud589 \ud750\ub984\uacfc \uc0c1\ud0dc\ub97c \uad00\ub9ac\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub807\uac8c \ubcf4\uba74 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ub2e8\uc21c\ud788 &#8220;LLM API \ud558\ub098 \ud638\ucd9c\ud558\ub294 \ud504\ub85c\uadf8\ub7a8&#8221;\uc774 \uc544\ub2c8\ub77c\ub294 \uac83\ub3c4 \uc54c \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Framework\ubcf4\ub2e4 \uba3c\uc800 \uc774\ud574\ud574\uc57c \ud558\ub294 \uac83<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI Framework\ub294 \uacc4\uc18d \ubc14\ub010\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc0c8\ub85c\uc6b4 \ubaa8\ub378\uc774 \ub098\uc624\uace0 \uc0c8\ub85c\uc6b4 SDK\uac00 \ub098\uc624\uace0, \uae30\uc874 Framework\uc758 API\ub3c4 \uacc4\uc18d \ubcc0\uacbd\ub41c\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub798\uc11c \ud2b9\uc815 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 \uc0ac\uc6a9\ubc95\uc744 \uc678\uc6b0\ub294 \uac83\ub9cc\uc73c\ub85c\ub294 \uc624\ub798 \uac00\uc838\uac00\uae30 \uc5b4\ub835\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ubc18\ub300\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \uad6c\uc870\ub97c \uc774\ud574\ud558\uace0 \uc788\uc73c\uba74 \uc0c8\ub85c\uc6b4 \ub3c4\uad6c\ub97c \uc811\ud574\ub3c4 \uc801\uc751\ud558\uae30 \uc27d\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"70\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-50-1024x70.png\" alt=\"\" class=\"wp-image-1807\" style=\"aspect-ratio:14.632553075666848;width:713px;height:auto\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-50-1024x70.png 1024w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-50-300x20.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-50-768x52.png 768w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-50.png 1148w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Framework\ub294 \uc774 \uad6c\uc870\ub97c \uad6c\ud604\ud558\uae30 \ud3b8\ud558\uac8c \ub9cc\ub4e4\uc5b4\uc8fc\ub294 \ub3c4\uad6c\uc77c \ubfd0\uc774\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc5b4\ub5a4 Framework\ub97c \uc0ac\uc6a9\ud558\ub290\ub0d0\ubcf4\ub2e4 <strong>\ub0b4\uac00 \ub9cc\ub4e4\uace0 \uc788\ub294 AI \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc5b4\ub5a4 \ub2e8\uacc4\uac00 \ud544\uc694\ud558\uace0, \uac01 \ub2e8\uacc4\uc758 \ucc45\uc784\uc774 \ubb34\uc5c7\uc778\uc9c0 \ubd84\ub9ac\ud558\ub294 \uac83<\/strong>\uc774 \uba3c\uc800\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\uc815\ub9ac<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI Framework\uc640 Orchestration\uc744 \uacf5\ubd80\ud558\uba74\uc11c \ucc98\uc74c\uc5d0\ub294 Framework\uc758 \uae30\ub2a5\uc774 \ub108\ubb34 \ub9ce\uc544 \ubcf4\uc77c \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud558\uc9c0\ub9cc \uae30\ubcf8\uc801\uc778 \uad6c\uc870\ub294 \uc0dd\uac01\ubcf4\ub2e4 \ub2e8\uc21c\ud558\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>LLM-> \uc0dd\uc131\n\nRetriever-> \uac80\uc0c9\n\nTool-> \uc678\ubd80 \uae30\ub2a5 \uc2e4\ud589\n\nFramework-> \uad6c\uc131 \uc694\uc18c \uc5f0\uacb0\n\nOrchestration-> \uc2e4\ud589 \uc21c\uc11c\uc640 \uc0c1\ud0dc \uad00\ub9ac\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\ub2e8\uc21c\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774\ub77c\uba74 LLM API\ub97c \uc9c1\uc811 \ud638\ucd9c\ud558\ub294 \uac83\ub9cc\uc73c\ub85c \ucda9\ubd84\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud558\uc9c0\ub9cc RAG, Tool Calling, \uc5ec\ub7ec \ub2e8\uacc4\uc758 Workflow, Agent \uac19\uc740 \uae30\ub2a5\uc774 \ucd94\uac00\ub418\uba74 \uac01 \uc694\uc18c\ub97c \uc5f0\uacb0\ud558\uace0 \uc2e4\ud589 \uc0c1\ud0dc\ub97c \uad00\ub9ac\ud558\ub294 \ucf54\ub4dc\uac00 \ubcf5\uc7a1\ud574\uc9c4\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub54c Framework\uc640 Orchestration\uc774 \uc758\ubbf8\ub97c \uac16\ub294\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI Framework\ub97c \uacf5\ubd80\ud560 \ub54c\ub294 \ud2b9\uc815 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 \ubb38\ubc95\ubd80\ud130 \uc678\uc6b0\ub294 \uac83\ubcf4\ub2e4,<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"948\" height=\"85\" src=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-51.png\" alt=\"\" class=\"wp-image-1808\" style=\"aspect-ratio:11.153526970954356;width:675px;height:auto\" srcset=\"https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-51.png 948w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-51-300x27.png 300w, https:\/\/wayhope.kro.kr\/wp-content\/uploads\/2026\/08\/image-51-768x69.png 768w\" sizes=\"auto, (max-width: 948px) 100vw, 948px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uac01 \ub2e8\uacc4\uac00 \uc65c \uc874\uc7ac\ud558\ub294\uc9c0\ub97c \uba3c\uc800 \uc774\ud574\ud558\ub294 \ud3b8\uc774 \uc88b\ub2e4\uace0 \uc0dd\uac01\ud55c\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub7ec\uba74 Framework\uac00 \ubc14\ub00c\uc5b4\ub3c4 \uad6c\uc870 \uc790\uccb4\ub294 \uadf8\ub300\ub85c \uac00\uc838\uac08 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uacb0\uad6d Framework\ub294 AI\ub97c \ub354 \ub611\ub611\ud558\uac8c \ub9cc\ub4dc\ub294 \uae30\uc220\uc774\ub77c\uae30\ubcf4\ub2e4 <strong>\uc5ec\ub7ec AI \uae30\ub2a5\uc744 \ud558\ub098\uc758 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc73c\ub85c \ubb36\uace0 \uad00\ub9ac\ud558\uae30 \uc704\ud55c \uac1c\ubc1c \ub3c4\uad6c<\/strong>\uc5d0 \uac00\uae5d\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>LLM\uc744 \uc9c1\uc811 API\ub85c \ud638\ucd9c\ud558\ub294 \uac83\ub9cc \ubcf4\uba74 \uc0dd\uac01\ubcf4\ub2e4 \ub2e8\uc21c\ud558\ub2e4. \uac04\ub2e8\ud55c \ucc57\ubd07\uc774\ub77c\uba74 \uc774 \uc815\ub3c4\ub85c\ub3c4 \ucda9\ubd84\ud558\ub2e4. \uadf8\ub7f0\ub370 \uc2e4\uc81c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc73c\ub85c \ub9cc\ub4e4\uae30 \uc2dc\uc791\ud558\uba74 \uc774\uc57c\uae30\uac00 \ub2ec\ub77c\uc9c4\ub2e4. \ub300\ud654 \uae30\ub85d\uc744 \uad00\ub9ac\ud574\uc57c \ud558\uace0, \uc678\ubd80 \ubb38\uc11c\ub97c \uac80\uc0c9\ud574\uc57c \ud558\uace0, \uc5ec\ub7ec \ub3c4\uad6c\ub97c \ud638\ucd9c\ud574\uc57c \ud558\uace0, \ubaa8\ub378\uc758 \uc751\ub2f5\uc744 \ud2b9\uc815 \ud615\uc2dd\uc73c\ub85c \ubc1b\uc544\uc57c \ud560 \uc218\ub3c4 \uc788\ub2e4. \uc774\ub7f0 \ud750\ub984\uc774 \ubcf5\uc7a1\ud574\uc9c0\uba74 \uac01 \ub2e8\uacc4\ub97c \uc9c1\uc811 \uc5f0\uacb0\ud558\uace0 \uad00\ub9ac\ud558\ub294 \ucf54\ub4dc\uac00 \uc810\uc810 \ub9ce\uc544\uc9c4\ub2e4. AI Framework\uc640 Orchestration\uc740 \uc774\ub7f0 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[47],"tags":[],"class_list":["post-1601","post","type-post","status-publish","format-standard","hentry","category-ai-engineering"],"_links":{"self":[{"href":"https:\/\/wayhope.kro.kr\/index.php?rest_route=\/wp\/v2\/posts\/1601","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wayhope.kro.kr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wayhope.kro.kr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wayhope.kro.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wayhope.kro.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1601"}],"version-history":[{"count":5,"href":"https:\/\/wayhope.kro.kr\/index.php?rest_route=\/wp\/v2\/posts\/1601\/revisions"}],"predecessor-version":[{"id":1870,"href":"https:\/\/wayhope.kro.kr\/index.php?rest_route=\/wp\/v2\/posts\/1601\/revisions\/1870"}],"wp:attachment":[{"href":"https:\/\/wayhope.kro.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1601"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wayhope.kro.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1601"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wayhope.kro.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1601"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}