{"id":591,"date":"2025-01-11T15:25:02","date_gmt":"2025-01-11T15:25:02","guid":{"rendered":"https:\/\/smolagents.org\/?post_type=docs&#038;p=591"},"modified":"2025-01-11T15:41:26","modified_gmt":"2025-01-11T15:41:26","password":"","slug":"tools-of-smolagents-in-depth-guide","status":"publish","type":"docs","link":"https:\/\/smolagents.org\/ko\/docs\/tools-of-smolagents-in-depth-guide\/","title":{"rendered":"\uc2a4\ubab0\ub77c\uc820\ud2b8 \ub3c4\uad6c \uc2ec\uce35 \uac00\uc774\ub4dc"},"content":{"rendered":"<p>\uc5ec\uae30\uc11c\ub294 \uace0\uae09 \ub3c4\uad6c \uc0ac\uc6a9\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc0c1\ub2f4\uc6d0 \uad6c\ucd95\uc774 \ucc98\uc74c\uc778 \uacbd\uc6b0\uc5d0\ub294 \uba3c\uc800\u00a0<a href=\"https:\/\/huggingface.co\/docs\/smolagents\/conceptual_guides\/intro_agents\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\uc0c1\ub2f4\uc6d0 \uc18c\uac1c<\/a>\u00a0\ubc0f\u00a0<a href=\"https:\/\/huggingface.co\/docs\/smolagents\/guided_tour\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">smolagent \uac00\uc774\ub4dc \ud22c\uc5b4<\/a>.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/tools#tools\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\ub3c4\uad6c<\/a>\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/tools#what-is-a-tool-and-how-to-build-one\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\ub3c4\uad6c\ub780 \ubb34\uc5c7\uc774\uba70 \uc5b4\ub5bb\uac8c \ub9cc\ub4e4 \uc218 \uc788\ub098\uc694?<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/tools#share-your-tool-to-the-hub\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\ud5c8\ube0c\uc5d0 \ub3c4\uad6c \uacf5\uc720<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/tools#import-a-space-as-a-tool\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\uc2a4\ud398\uc774\uc2a4\ub97c \ub3c4\uad6c\ub85c \uac00\uc838\uc624\uae30<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/tools#use-langchain-tools\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">LangChain \ub3c4\uad6c \uc0ac\uc6a9<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/tools#manage-your-agents-toolbox\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\uc0c1\ub2f4\uc6d0\uc758 \ud234\ubc15\uc2a4 \uad00\ub9ac<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/tools#use-a-collection-of-tools\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\ub3c4\uad6c \ubaa8\uc74c \uc0ac\uc6a9<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/tools#what-is-a-tool-and-how-to-build-one\" target=\"_blank\" rel=\"noopener\"><\/a>\ub3c4\uad6c\ub780 \ubb34\uc5c7\uc774\uba70 \uc5b4\ub5bb\uac8c \ub9cc\ub4e4 \uc218 \uc788\ub098\uc694?<\/h3>\n\n\n\n<p>\ub3c4\uad6c\ub294 \ub300\ubd80\ubd84 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc5d0\uc11c LLM\uc774 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud558\uc9c0\ub9cc \uc774\ub97c \uc0ac\uc6a9\ud558\ub824\uba74 \uc774\ub984, \ub3c4\uad6c \uc124\uba85, \uc785\ub825 \uc720\ud615 \ubc0f \uc124\uba85, \ucd9c\ub825 \uc720\ud615 \ub4f1\uc758 API\ub97c LLM\uc5d0 \uc81c\uacf5\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub530\ub77c\uc11c \ub2e8\uc21c\ud55c \ud568\uc218\uc77c \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \ud074\ub798\uc2a4\uc5ec\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub530\ub77c\uc11c \uc774 \ub3c4\uad6c\uc758 \ud575\uc2ec\uc740 \ud568\uc218\ub97c \uba54\ud0c0\ub370\uc774\ud130\ub85c \uac10\uc2f8\ub294 \ud074\ub798\uc2a4\ub85c, LLM\uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubaa8\uc2b5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<p>\ubcf5\uc0ac\ub428<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">smolagent \uac00\uc838\uc624\uae30 \ub3c4\uad6c\uc5d0\uc11c\n\nHFModelDownloadsTool(Tool) \ud074\ub798\uc2a4\ub97c \ub9cc\ub4ed\ub2c8\ub2e4:\n    name = \"model_download_counter\"\n    description = \"\"\"\n    \ud5c8\uae45 \ud398\uc774\uc2a4 \ud5c8\ube0c\uc5d0\uc11c \uc8fc\uc5b4\uc9c4 \uc791\uc5c5\uc758 \uac00\uc7a5 \ub9ce\uc774 \ub2e4\uc6b4\ub85c\ub4dc\ub41c \ubaa8\ub378\uc744 \ubc18\ud658\ud558\ub294 \ub3c4\uad6c\uc785\ub2c8\ub2e4.\n    \uccb4\ud06c\ud3ec\uc778\ud2b8\uc758 \uc774\ub984\uc744 \ubc18\ud658\ud569\ub2c8\ub2e4.\"\"\"\n    inputs = {\n        \"task\": {\n            \"type\": \"\ubb38\uc790\uc5f4\",\n            \"\uc124\uba85\": \"\uc791\uc5c5 \uce74\ud14c\uace0\ub9ac(\uc608: \ud14d\uc2a4\ud2b8 \ubd84\ub958, \uae4a\uc774 \ucd94\uc815 \ub4f1)\",\n        }\n    }\n    output_type = \"\ubb38\uc790\uc5f4\"\n\n    def forward(self, task: str):\n        huggingface_hub\uc5d0\uc11c list_models import\n\n        model = next(iter(list_models(filter=task, sort=\"downloads\", direction=-1)))\n        \ubc18\ud658 model.id\n\nmodel_downloads_tool = HFModelDownloadsTool()<\/pre>\n\n\n\n<p>\uc0ac\uc6a9\uc790 \uc9c0\uc815 \ub3c4\uad6c \ud558\uc704 \ud074\ub798\uc2a4\u00a0<a href=\"https:\/\/huggingface.co\/docs\/smolagents\/v1.2.2\/en\/reference\/tools#smolagents.Tool\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\ub3c4\uad6c<\/a>\u00a0\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc720\uc6a9\ud55c \uba54\uc11c\ub4dc\ub97c \uc0c1\uc18d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc790\uc2dd \ud074\ub798\uc2a4\ub3c4 \uc815\uc758\ud569\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc18d\uc131\u00a0<code>\uc774\ub984<\/code>\ub97c \uc785\ub825\ud558\uba74 \ub3c4\uad6c \uc790\uccb4\uc758 \uc774\ub984\uc5d0 \ud574\ub2f9\ud569\ub2c8\ub2e4. \uc774\ub984\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ub3c4\uad6c\uc758 \uae30\ub2a5\uc744 \uc124\uba85\ud569\ub2c8\ub2e4. \uc774 \ucf54\ub4dc\ub294 \uc791\uc5c5\uc5d0 \ub300\ud574 \uac00\uc7a5 \ub9ce\uc774 \ub2e4\uc6b4\ub85c\ub4dc\ub41c \ubaa8\ub378\uc744 \ubc18\ud658\ud558\ubbc0\ub85c \ub2e4\uc74c\uacfc \uac19\uc774 \uc774\ub984\uc744 \uc9c0\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.\u00a0<code>\ubaa8\ub378_\ub2e4\uc6b4\ub85c\ub4dc_\uce74\uc6b4\ud130<\/code>.<\/li>\n\n\n\n<li>\uc18d\uc131\u00a0<code>\uc124\uba85<\/code>\u00a0\uc740 \uc0c1\ub2f4\uc6d0\uc758 \uc2dc\uc2a4\ud15c \ud504\ub86c\ud504\ud2b8\ub97c \ucc44\uc6b0\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li>An\u00a0<code>\uc785\ub825<\/code>\u00a0\uc5b4\ud2b8\ub9ac\ubdf0\ud2b8, \uc989 \ud0a4\uac00 \uc788\ub294 \uc0ac\uc804\uc785\ub2c8\ub2e4.\u00a0<code>\"type\"<\/code>\u00a0\uadf8\ub9ac\uace0\u00a0<code>\"\uc124\uba85\"<\/code>. \uc5ec\uae30\uc5d0\ub294 \ud30c\uc774\uc36c \uc778\ud130\ud504\ub9ac\ud130\uac00 \uc785\ub825\uc5d0 \ub300\ud574 \ud604\uba85\ud55c \uc120\ud0dd\uc744 \ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uc815\ubcf4\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>An\u00a0<code>\ucd9c\ub825 \uc720\ud615<\/code>\u00a0\uc18d\uc131\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucd9c\ub825 \uc720\ud615\uc744 \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub450 \uac00\uc9c0 \uc720\ud615 \ubaa8\ub450\u00a0<code>\uc785\ub825<\/code>\u00a0\uadf8\ub9ac\uace0\u00a0<code>\ucd9c\ub825 \uc720\ud615<\/code>\u00a0\ub294\u00a0<a href=\"https:\/\/docs.pydantic.dev\/latest\/concepts\/json_schema\/#generating-json-schema\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\ud53c\ub2e8\ud2f1 \ud615\uc2dd<\/a>\uc774 \ub458 \uc911 \ud558\ub098\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4:\u00a0<code>~authorized_types()<\/code>.<\/li>\n\n\n\n<li>A\u00a0<code>\uc55e\uc73c\ub85c<\/code>\u00a0\uba54\uc11c\ub4dc\uc5d0 \uc2e4\ud589\ud560 \ucd94\ub860 \ucf54\ub4dc\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uc5d0\uc774\uc804\ud2b8\uc5d0\uc11c \uc0ac\uc6a9\ud574\uc57c \ud558\ub294 \uac83\uc740 \uc774\uac83\ubfd0\uc785\ub2c8\ub2e4!<\/p>\n\n\n\n<p>\ub3c4\uad6c\ub97c \uad6c\ucd95\ud558\ub294 \ub2e4\ub978 \ubc29\ubc95\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ub3c4\uad6c\uc758\u00a0<a href=\"https:\/\/huggingface.co\/docs\/smolagents\/guided_tour\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\uac00\uc774\ub4dc \ud22c\uc5b4<\/a>\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub3c4\uad6c\ub97c \uad6c\ud604\ud588\uc2b5\ub2c8\ub2e4.\u00a0<code>@tool<\/code>\u00a0\ub370\ucf54\ub808\uc774\ud130. The\u00a0<a href=\"https:\/\/huggingface.co\/docs\/smolagents\/v1.2.2\/en\/reference\/tools#smolagents.tool\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">tool()<\/a>\u00a0\ub370\ucf54\ub808\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uac04\ub2e8\ud55c \ub3c4\uad6c\ub97c \uc815\uc758\ud558\ub294 \ub370 \uad8c\uc7a5\ub418\uc9c0\ub9cc, \ub54c\ub85c\ub294 \ub354 \uba85\ud655\ud558\uac8c \ud558\uae30 \uc704\ud574 \ud074\ub798\uc2a4\uc5d0\uc11c \uc5ec\ub7ec \uba54\uc11c\ub4dc\ub97c \uc0ac\uc6a9\ud558\uac70\ub098 \ucd94\uac00 \ud074\ub798\uc2a4 \uc18d\uc131\uc744 \uc0ac\uc6a9\ud558\ub294 \ub4f1 \uc774\ubcf4\ub2e4 \ub354 \ub9ce\uc740 \uac83\uc774 \ud544\uc694\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774 \uacbd\uc6b0 \ub3c4\uad6c\ub97c \uc11c\ube0c\ud074\ub798\uc2f1\ud558\uc5ec \ube4c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<a href=\"https:\/\/huggingface.co\/docs\/smolagents\/v1.2.2\/en\/reference\/tools#smolagents.Tool\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\ub3c4\uad6c<\/a>\u00a0\uc704\uc5d0 \uc124\uba85\ub41c \ub300\ub85c<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/tools#share-your-tool-to-the-hub\" target=\"_blank\" rel=\"noopener\"><\/a>\ud5c8\ube0c\uc5d0 \ub3c4\uad6c \uacf5\uc720<\/h3>\n\n\n\n<p>\uc0ac\uc6a9\uc790 \uc9c0\uc815 \ub3c4\uad6c\ub97c \ud5c8\ube0c\uc5d0 \uacf5\uc720\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<a href=\"https:\/\/huggingface.co\/docs\/smolagents\/v1.2.2\/en\/reference\/tools#smolagents.Tool.push_to_hub\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">push_to_hub()<\/a>\u00a0\ub97c \ud074\ub9ad\ud569\ub2c8\ub2e4. \ud5c8\ube0c\uc5d0 \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac\ub97c \ub9cc\ub4e4\uace0 \uc77d\uae30 \uad8c\ud55c\uc774 \uc788\ub294 \ud1a0\ud070\uc744 \uc0ac\uc6a9\ud558\uace0 \uc788\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694.<\/p>\n\n\n\n<p>\ubcf5\uc0ac\ub428<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">model_downloads_tool.push_to_hub(\"{your_username}\/hf-model-downloads\", token=\"\")<\/pre>\n\n\n\n<p>Hub\ub85c \ud478\uc2dc\uac00 \uc791\ub3d9\ud558\ub824\uba74 \ub3c4\uad6c\uac00 \uba87 \uac00\uc9c0 \uaddc\uce59\uc744 \uc900\uc218\ud574\uc57c \ud569\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ubaa8\ub4e0 \uba54\uc11c\ub4dc\ub294 \uc778\uc790\uc5d0\uc11c \uc81c\uacf5\ub418\ub294 \ubcc0\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ub4f1 \ub3c5\ub9bd\uc801\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc704\uc758 \uc694\uc810\uc5d0 \ub530\ub77c\u00a0<strong>\ubaa8\ub4e0 \uc784\ud3ec\ud2b8\ub294 \ub3c4\uad6c\uc758 \uae30\ub2a5 \ub0b4\uc5d0\uc11c \uc9c1\uc811 \uc815\uc758\ud574\uc57c \ud569\ub2c8\ub2e4.<\/strong>\ub97c \ud638\ucd9c\ud558\ub824\uace0 \ud560 \ub54c \uc624\ub958\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.\u00a0<a href=\"https:\/\/huggingface.co\/docs\/smolagents\/v1.2.2\/en\/reference\/tools#smolagents.Tool.save\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\uc800\uc7a5()<\/a>\u00a0\ub610\ub294\u00a0<a href=\"https:\/\/huggingface.co\/docs\/smolagents\/v1.2.2\/en\/reference\/tools#smolagents.Tool.push_to_hub\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">push_to_hub()<\/a>\u00a0\uc0ac\uc6a9\uc790 \uc9c0\uc815 \ub3c4\uad6c\ub85c<\/li>\n\n\n\n<li>\ud558\uc704 \ud074\ub798\uc2a4\ub97c \uc0dd\uc131\ud558\ub294 \uacbd\uc6b0\u00a0<code>__init__<\/code>\u00a0\uba54\uc11c\ub4dc\uc5d0 \ub2e4\ub978 \uc778\uc218\ub97c \uc804\ub2ec\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.\u00a0<code>self<\/code>. \uc774\ub294 \ud2b9\uc815 \ub3c4\uad6c \uc778\uc2a4\ud134\uc2a4\uc758 \ucd08\uae30\ud654 \uc911\uc5d0 \uc124\uc815\ub41c \uc778\uc218\ub97c \ucd94\uc801\ud558\uae30 \uc5b4\ub835\uae30 \ub54c\ubb38\uc5d0 \ud5c8\ube0c\uc5d0 \uc81c\ub300\ub85c \uacf5\uc720\ud560 \uc218 \uc5c6\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc5b4\uca0c\ub4e0 \ud2b9\uc815 \ud074\ub798\uc2a4\ub97c \ub9cc\ub4dc\ub294 \uc544\uc774\ub514\uc5b4\ub294 \ud558\ub4dc\ucf54\ub529\ud574\uc57c \ud558\ub294 \ubaa8\ub4e0 \uac83\uc5d0 \ub300\ud574 \uc774\ubbf8 \ud074\ub798\uc2a4 \uc18d\uc131\uc744 \uc124\uc815\ud560 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4(\u00a0<code>your_variable=(...)<\/code>\u00a0\ubc14\ub85c \uc544\ub798\uc5d0 \uc788\ub294\u00a0<code>YourTool(Tool) \ud074\ub798\uc2a4\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4:<\/code>\u00a0\uc904). \ubb3c\ub860 \uc5ec\uc804\ud788 \ucf54\ub4dc\uc758 \uc5b4\ub290 \uacf3\uc5d0\uc11c\ub098 \ub2e4\uc74c\uc744 \ud560\ub2f9\ud558\uc5ec \ud074\ub798\uc2a4 \uc18d\uc131\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<code>self.your_\ubcc0\uc218<\/code>.<\/li>\n<\/ul>\n\n\n\n<p>\ub3c4\uad6c\uac00 Hub\ub85c \ud478\uc2dc\ub418\uba74 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<a href=\"https:\/\/huggingface.co\/spaces\/m-ric\/hf-model-downloads\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">\uc5ec\uae30<\/a>\u00a0\ub294\u00a0<code>\ubaa8\ub378_\ub2e4\uc6b4\ub85c\ub4dc_\ub3c4\uad6c<\/code>\u00a0\uc81c\uac00 \ubc00\uc5c8\ub358 \uac83 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uba4b\uc9c4 \uadf8\ub77c\ub370\uc774\uc158 \uc778\ud130\ud398\uc774\uc2a4\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub3c4\uad6c \ud30c\uc77c\uc744 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uba74 \ubaa8\ub4e0 \ub3c4\uad6c\uc758 \ub85c\uc9c1\uc774 \ub2e4\uc74c \uc544\ub798\uc5d0 \uc788\uc74c\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<a href=\"https:\/\/huggingface.co\/spaces\/m-ric\/hf-model-downloads\/blob\/main\/tool.py\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">tool.py<\/a>. \uc5ec\uae30\uc5d0\uc11c \ub2e4\ub978 \uc0ac\ub78c\uc774 \uacf5\uc720\ud55c \ub3c4\uad6c\ub97c \uac80\uc0ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uadf8\ub7f0 \ub2e4\uc74c \ub2e4\uc74c\uacfc \uac19\uc774 \ub3c4\uad6c\ub97c \ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<a href=\"https:\/\/huggingface.co\/docs\/smolagents\/v1.2.2\/en\/reference\/tools#smolagents.load_tool\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">load_tool()<\/a>\u00a0\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub9cc\ub4e4\uac70\ub098\u00a0<a href=\"https:\/\/huggingface.co\/docs\/smolagents\/v1.2.2\/en\/reference\/tools#smolagents.Tool.from_hub\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">from_hub()<\/a>\u00a0\uc5d0 \uc804\ub2ec\ud558\uace0\u00a0<code>\ub3c4\uad6c<\/code>\u00a0\ub9e4\uac1c \ubcc0\uc218\ub97c \uc804\ub2ec\ud574\uc57c \ud569\ub2c8\ub2e4. \ub3c4\uad6c\ub97c \uc2e4\ud589\ud55c\ub2e4\ub294 \uac83\uc740 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ucf54\ub4dc\ub97c \uc2e4\ud589\ud55c\ub2e4\ub294 \uc758\ubbf8\uc774\ubbc0\ub85c \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac\ub97c \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294\uc9c0 \ud655\uc778\ud574\uc57c \ud558\ubbc0\ub85c\u00a0<code>trust_remote_code=true<\/code>\u00a0\uc744 \ud074\ub9ad\ud574 \ud5c8\ube0c\uc5d0\uc11c \ub3c4\uad6c\ub97c \ub85c\ub4dc\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubcf5\uc0ac\ub428<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">smolagent\uc5d0\uc11c load_tool, CodeAgent\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.\n\nmodel_download_tool = load_tool(\n    \"{\uc720\uc800_\uc0ac\uc6a9\uc790\uba85}\/hf-model-downloads\",\n    trust_remote_code=True\n)<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/tools#import-a-space-as-a-tool\" target=\"_blank\" rel=\"noopener\"><\/a>\uc2a4\ud398\uc774\uc2a4\ub97c \ub3c4\uad6c\ub85c \uac00\uc838\uc624\uae30<\/h3>\n\n\n\n<p>\ud5c8\ube0c\uc5d0\uc11c \uc2a4\ud398\uc774\uc2a4\ub97c \ub3c4\uad6c\ub85c \uc9c1\uc811 \uac00\uc838\uc62c \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<a href=\"https:\/\/huggingface.co\/docs\/smolagents\/v1.2.2\/en\/reference\/tools#smolagents.Tool.from_space\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Tool.from_space()<\/a>\u00a0\uba54\uc11c\ub4dc!<\/p>\n\n\n\n<p>\ud5c8\ube0c\uc5d0 \uc788\ub294 \uc2a4\ud398\uc774\uc2a4\uc758 ID, \uc774\ub984, \uadf8\ub9ac\uace0 \uc0c1\ub2f4\uc6d0\uc774 \uc774 \ub3c4\uad6c\uc758 \uae30\ub2a5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uc124\uba85\ub9cc \uc81c\uacf5\ud558\uba74 \ub429\ub2c8\ub2e4. \ub0b4\ubd80\uc801\uc73c\ub85c \uc774 \ub3c4\uad6c\ub294\u00a0<a href=\"https:\/\/pypi.org\/project\/gradio-client\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><code>\uadf8\ub77c\ub514\uc624 \ud074\ub77c\uc774\uc5b8\ud2b8<\/code><\/a>\u00a0\ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud638\ucd9c\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc608\ub97c \ub4e4\uc5b4\u00a0<a href=\"https:\/\/huggingface.co\/black-forest-labs\/FLUX.1-dev\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">FLUX.1-dev<\/a>\u00a0\uc2a4\ud398\uc774\uc2a4\uc5d0\uc11c \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\ub294 \ub370 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubcf5\uc0ac\ub428<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">image_generation_tool = Tool.from_space(\n    \"black-forest-labs\/FLUX.1-schnell\",\n    name=\"image_generator\",\n    \uc124\uba85=\"\ud504\ub86c\ud504\ud2b8\uc5d0\uc11c \uc774\ubbf8\uc9c0 \uc0dd\uc131\"\n)\n\nimage_generation_tool(\"\ud587\ubcd5\uc774 \uc798 \ub4dc\ub294 \ud574\ubcc0\")<\/pre>\n\n\n\n<p>\uc774\ub807\uac8c \uc774\ubbf8\uc9c0\uac00 \uc644\uc131\ub418\uc5c8\uc2b5\ub2c8\ub2e4! \ud83c\udfd6\ufe0f<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/sunny_beach.webp\" alt=\"\" class=\"wp-image-593\" style=\"width:1176px;height:auto\" srcset=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/sunny_beach.webp 1024w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/sunny_beach-300x300.webp 300w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/sunny_beach-150x150.webp 150w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/sunny_beach-768x768.webp 768w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/sunny_beach-12x12.webp 12w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/sunny_beach-360x360.webp 360w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\uadf8\ub7f0 \ub2e4\uc74c \ub2e4\ub978 \ub3c4\uad6c\uc640 \ub9c8\ucc2c\uac00\uc9c0\ub85c \uc774 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ub2e4\uc74c\uacfc \uac19\uc740 \ud504\ub86c\ud504\ud2b8\ub97c \uac1c\uc120\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.&nbsp;<code>\uc6b0\uc8fc\ubcf5\uc744 \uc785\uc740 \ud1a0\ub07c<\/code>&nbsp;\ub97c \ud074\ub9ad\ud558\uace0 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubcf5\uc0ac\ub428<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">smolagent\uc5d0\uc11c CodeAgent, HfApiModel\uc744 \uac00\uc838\uc635\ub2c8\ub2e4.\n\nmodel = HfApiModel(\"Qwen\/Qwen2.5-Coder-32B-Instruct\")\nagent = CodeAgent(tools=[image_generation_tool], model=model)\n\nagent.run(\n    \"\uc774 \ud504\ub86c\ud504\ud2b8\ub97c \uac1c\uc120\ud55c \ub2e4\uc74c \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\uc138\uc694.\", prompt='\uc6b0\uc8fc\ubcf5\uc744 \uc785\uc740 \ud1a0\ub07c'\n)<\/pre>\n\n\n\n<p>\ubcf5\uc0ac\ub428<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">=== \uc0c1\ub2f4\uc6d0 \uc0dd\uac01:\n\uac1c\uc120\ub41c_\ud504\ub86c\ud504\ud2b8\ub294 \"\ub2ec \ud45c\uba74\uc758 \ubc1d\uc740 \uc8fc\ud669\uc0c9 \ub178\uc744 \uc544\ub798, \ubc30\uacbd\uc5d0 \uc9c0\uad6c\uac00 \ubcf4\uc774\ub294 \ubc1d\uc740 \ud30c\ub780\uc0c9 \uc6b0\uc8fc\ubcf5\uc744 \uc785\uc740 \ud1a0\ub07c\"\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n\n\ud504\ub86c\ud504\ud2b8\ub97c \uac1c\uc120\ud588\uc73c\ub2c8 \uc774\uc81c \uc774\ubbf8\uc9c0 \uc0dd\uc131\uae30 \ud234\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774 \ud504\ub86c\ud504\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n&gt;&gt;&gt; \uc5d0\uc774\uc804\ud2b8\uac00 \uc544\ub798 \ucf54\ub4dc\ub97c \uc2e4\ud589\ud569\ub2c8\ub2e4:\nimage = image_generator(prompt=\"\ub2ec \ud45c\uba74\uc758 \ubc1d\uc740 \uc8fc\ud669\uc0c9 \uc11d\uc591 \uc544\ub798, \ubc30\uacbd\uc5d0 \uc9c0\uad6c\uac00 \ubcf4\uc774\ub294 \ubc1d\uc740 \ud30c\ub780\uc0c9 \uc6b0\uc8fc\ubcf5\uc744 \uc785\uc740 \ud1a0\ub07c\")\nfinal_answer(image)<\/pre>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/rabbit_spacesuit_flux.webp\" alt=\"\" class=\"wp-image-592\" style=\"width:1178px;height:auto\" srcset=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/rabbit_spacesuit_flux.webp 1024w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/rabbit_spacesuit_flux-300x300.webp 300w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/rabbit_spacesuit_flux-150x150.webp 150w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/rabbit_spacesuit_flux-768x768.webp 768w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/rabbit_spacesuit_flux-12x12.webp 12w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/rabbit_spacesuit_flux-360x360.webp 360w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\uc5bc\ub9c8\ub098 \uba4b\uc9c4\uac00\uc694? \ud83e\udd29<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/tools#use-langchain-tools\" target=\"_blank\" rel=\"noopener\"><\/a>LangChain \ub3c4\uad6c \uc0ac\uc6a9<\/h3>\n\n\n\n<p>\uc800\ud76c\ub294 Langchain\uc744 \uc88b\uc544\ud558\uba70 \ub9e4\uc6b0 \ub9e4\ub825\uc801\uc778 \ub3c4\uad6c \ubaa8\uc74c\uc744 \ubcf4\uc720\ud558\uace0 \uc788\ub2e4\uace0 \uc0dd\uac01\ud569\ub2c8\ub2e4. LangChain\uc5d0\uc11c \ub3c4\uad6c\ub97c \uac00\uc838\uc624\ub824\uba74&nbsp;<code>from_langchain()<\/code>&nbsp;\uba54\uc11c\ub4dc\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub2e4\uc74c\uc740 LangChain \uc6f9 \uac80\uc0c9 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc778\ud2b8\ub85c\uc758 \uac80\uc0c9 \uacb0\uacfc\ub97c \ub2e4\uc2dc \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\uc5d0\ub294 \ub2e4\uc74c\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.&nbsp;<code>pip \uc124\uce58 \ub7ad\uccb4\uc778 \uad6c\uae00 \uac80\uc0c9 \uacb0\uacfc -q<\/code>&nbsp;\ub97c \ud074\ub9ad\ud574\uc57c \uc81c\ub300\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubcf5\uc0ac\ub428<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">langchain.agents\uc5d0\uc11c load_tools \uac00\uc838\uc624\uae30\n\nsearch_tool = Tool.from_langchain(load_tools([\"serpapi\"])[0])\n\nagent = CodeAgent(tools=[search_tool], model=model)\n\nagent.run(\"\uc8fc\uc758\ub9cc \uc788\uc73c\uba74 \ub429\ub2c8\ub2e4\uc5d0\uc11c \uc81c\uc548\ud55c \uc544\ud0a4\ud14d\ucc98\uc758 \uc778\ucf54\ub354\uc640 \ube44\uad50\ud558\uc5ec BERT \uae30\ubcf8 \uc778\ucf54\ub354\uc5d0 \uc5bc\ub9c8\ub098 \ub9ce\uc740 \ube14\ub85d(\ub808\uc774\uc5b4\ub85c\ub3c4 \ud45c\uc2dc\ub428)\uc774 \ub354 \uc788\ub098\uc694?\")<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/tools#manage-your-agents-toolbox\" target=\"_blank\" rel=\"noopener\"><\/a>\uc0c1\ub2f4\uc6d0\uc758 \ud234\ubc15\uc2a4 \uad00\ub9ac<\/h3>\n\n\n\n<p>\uc18d\uc131\uc5d0\uc11c \ub3c4\uad6c\ub97c \ucd94\uac00\ud558\uac70\ub098 \uad50\uccb4\ud558\uc5ec \uc0c1\ub2f4\uc6d0\uc758 \ub3c4\uad6c \uc0c1\uc790\ub97c \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.&nbsp;<code>agent.tools<\/code>\ud45c\uc900 \uc0ac\uc804\uc774\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ucd94\uac00\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.&nbsp;<code>\ubaa8\ub378_\ub2e4\uc6b4\ub85c\ub4dc_\ub3c4\uad6c<\/code>&nbsp;\ub97c \uae30\ubcf8 \ud234\ubc15\uc2a4\ub9cc\uc73c\ub85c \ucd08\uae30\ud654\ub41c \uae30\uc874 \uc0c1\ub2f4\uc6d0\uc5d0\uac8c \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubcf5\uc0ac\ub428<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">smolagent\uc5d0\uc11c HfApiModel\uc744 \uac00\uc838\uc635\ub2c8\ub2e4.\n\nmodel = HfApiModel(\"Qwen\/Qwen2.5-Coder-32B-Instruct\")\n\nagent = CodeAgent(tools=[], model=model, add_base_tools=True)\n\uc5d0\uc774\uc804\ud2b8.\ub3c4\uad6c[\ubaa8\ub378_\ub2e4\uc6b4\ub85c\ub4dc_\ub3c4\uad6c.\uc774\ub984] = \ubaa8\ub378_\ub2e4\uc6b4\ub85c\ub4dc_\ub3c4\uad6c<\/pre>\n\n\n\n<p>\uc774\uc81c \uc0c8\ub85c\uc6b4 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<p>\ubcf5\uc0ac\ub428<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">agent.run(\n    \"\ud3ec\uc639\ud558\ub294 \uc5bc\uad74 \ud5c8\ube0c\uc758 '\ud14d\uc2a4\ud2b8-\ube44\ub514\uc624 \ubcc0\ud658' \uc791\uc5c5\uc5d0\uc11c \uac00\uc7a5 \ub9ce\uc774 \ub2e4\uc6b4\ub85c\ub4dc\ub41c \ubaa8\ub378\uc758 \uc774\ub984\uc744 \uc54c\ub824\uc8fc\ub418 \uae00\uc790\ub97c \ubc18\ub300\ub85c \ubc14\uafd4\uc904 \uc218 \uc788\ub098\uc694?\")\n)<\/pre>\n\n\n\n<p>\uc5d0\uc774\uc804\ud2b8\uc5d0 \ub108\ubb34 \ub9ce\uc740 \ub3c4\uad6c\ub97c \ucd94\uac00\ud558\uc9c0 \uc54a\ub3c4\ub85d \uc8fc\uc758\ud558\uc138\uc694. \uc774\ub807\uac8c \ud558\uba74 \uc57d\ud55c LLM \uc5d4\uc9c4\uc5d0 \ubb34\ub9ac\uac00 \uac08 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/tools#use-a-collection-of-tools\" target=\"_blank\" rel=\"noopener\"><\/a>\ub3c4\uad6c \ubaa8\uc74c \uc0ac\uc6a9<\/h3>\n\n\n\n<p>\uc0ac\uc6a9\ud558\ub824\ub294 \uceec\ub809\uc158\uc758 \uc2ac\ub7ec\uadf8\uc640 \ud568\uaed8 ToolCollection \uac1c\uccb4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub3c4\uad6c \uceec\ub809\uc158\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \uc774\ub97c \ubaa9\ub85d\uc73c\ub85c \uc804\ub2ec\ud558\uc5ec \uc5d0\uc774\uc804\ud2b8\ub97c \ucd08\uae30\ud654\ud558\uace0 \uc0ac\uc6a9\uc744 \uc2dc\uc791\ud558\uc138\uc694!<\/p>\n\n\n\n<p>\ubcf5\uc0ac\ub428<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">smolagent\uc5d0\uc11c \ub3c4\uad6c \uceec\ub809\uc158, \ucf54\ub4dc \uc5d0\uc774\uc804\ud2b8\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.\n\nimage_tool_collection = ToolCollection(\n    collection_slug=\"huggingface-tools\/diffusion-tools-6630bb19a942c2306a2cdb6f\",\n    token=\"\"\n)\nagent = CodeAgent(tools=[*image_tool_collection.tools], model=model, add_base_tools=True)\n\nagent.run(\"\uac15\uacfc \ud638\uc218\uc758 \uadf8\ub9bc\uc744 \uadf8\ub824\uc8fc\uc138\uc694.\")<\/pre>\n\n\n\n<p>\uc2dc\uc791 \uc18d\ub3c4\ub97c \ub192\uc774\uae30 \uc704\ud574 \uc0c1\ub2f4\uc6d0\uc774 \ud638\ucd9c\ud55c \uacbd\uc6b0\uc5d0\ub9cc \ub3c4\uad6c\uac00 \ub85c\ub4dc\ub429\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>Here, we\u2019re going to see advanced tool usage. If you\u2019re new to building agents, make sure to first read the\u00a0intro to agents\u00a0and the\u00a0guided tour of smolagents. What is a tool, and how to build one? A tool is mostly a function that an LLM can use in an agentic system. But to use it, the&#8230;<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"doc_category":[8],"doc_tag":[],"class_list":["post-591","docs","type-docs","status-publish","hentry","doc_category-tutorials"],"year_month":"2026-04","word_count":1431,"total_views":"5909","reactions":{"happy":"0","normal":"0","sad":"0"},"author_info":{"name":"smolagents","author_nicename":"wd-gstargmail-com","author_url":"https:\/\/smolagents.org\/ko\/author\/wd-gstargmail-com\/"},"doc_category_info":[{"term_name":"Tutorials","term_url":"https:\/\/smolagents.org\/ko\/docs-category\/tutorials\/"}],"doc_tag_info":[],"_links":{"self":[{"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/docs\/591","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/docs"}],"about":[{"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/types\/docs"}],"author":[{"embeddable":true,"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/comments?post=591"}],"version-history":[{"count":1,"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/docs\/591\/revisions"}],"predecessor-version":[{"id":594,"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/docs\/591\/revisions\/594"}],"wp:attachment":[{"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/media?parent=591"}],"wp:term":[{"taxonomy":"doc_category","embeddable":true,"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/doc_category?post=591"},{"taxonomy":"doc_tag","embeddable":true,"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/doc_tag?post=591"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}