{"id":533,"date":"2025-01-10T14:33:30","date_gmt":"2025-01-10T14:33:30","guid":{"rendered":"https:\/\/smolagents.org\/?p=533"},"modified":"2025-01-10T14:33:31","modified_gmt":"2025-01-10T14:33:31","slug":"smolagents-simplifying-ai-agent-development","status":"publish","type":"post","link":"https:\/\/smolagents.org\/ko\/smolagents-simplifying-ai-agent-development\/","title":{"rendered":"smolagent- AI \uc5d0\uc774\uc804\ud2b8 \uac1c\ubc1c \uac04\uc18c\ud654"},"content":{"rendered":"<p>\ube60\ub974\uac8c \uc9c4\ud654\ud558\ub294 \uc778\uacf5\uc9c0\ub2a5\uc758 \uc138\uacc4\uc5d0\uc11c AI \uc5d0\uc774\uc804\ud2b8\ub294 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uace0 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\uba70 \ud601\uc2e0\uc744 \uc8fc\ub3c4\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \uc694\uc18c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uac15\ub825\ud55c AI \uc5d0\uc774\uc804\ud2b8\ub97c \uac1c\ubc1c\ud558\ub824\uba74 \ubcf5\uc7a1\ud55c \ucf54\ub529, \ubcf5\uc7a1\ud55c \uad6c\uc131, \uac00\ud30c\ub978 \ud559\uc2b5 \uace1\uc120\uc774 \uc218\ubc18\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc18c\uac1c <strong>smolagents<\/strong>\ub294 Hugging Face \ud300\uc774 \uac1c\ubc1c\ud55c \ubbf8\ub2c8\uba40\ub9ac\uc998 AI \uc5d0\uc774\uc804\ud2b8 \ud504\ub808\uc784\uc6cc\ud06c\ub85c, \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc758 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uba74\uc11c AI \uc5d0\uc774\uc804\ud2b8 \uc0dd\uc131\uc744 \uac04\uc18c\ud654\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_71 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\ubaa9\ucc28<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\ubaa9\ucc28 \ud1a0\uae00\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\ud1a0\uae00<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/smolagents.org\/ko\/smolagents-simplifying-ai-agent-development\/#What_is_smolagents\" title=\"smolagent\ub780 \ubb34\uc5c7\uc778\uac00\uc694?\">smolagent\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/smolagents.org\/ko\/smolagents-simplifying-ai-agent-development\/#Key_Features_of_smolagents\" title=\"smolagent\uc758 \uc8fc\uc694 \uae30\ub2a5\">smolagent\uc758 \uc8fc\uc694 \uae30\ub2a5<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/smolagents.org\/ko\/smolagents-simplifying-ai-agent-development\/#1_Simplicity_and_Ease_of_Use\" title=\"1. \ub2e8\uc21c\uc131 \ubc0f \uc0ac\uc6a9 \ud3b8\uc758\uc131\">1. \ub2e8\uc21c\uc131 \ubc0f \uc0ac\uc6a9 \ud3b8\uc758\uc131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/smolagents.org\/ko\/smolagents-simplifying-ai-agent-development\/#2_Support_for_Code_Agents\" title=\"2. \ucf54\ub4dc \uc5d0\uc774\uc804\ud2b8 \uc9c0\uc6d0\">2. \ucf54\ub4dc \uc5d0\uc774\uc804\ud2b8 \uc9c0\uc6d0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/smolagents.org\/ko\/smolagents-simplifying-ai-agent-development\/#3_Wide_Compatibility_with_Large_Language_Models\" title=\"3. \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uacfc\uc758 \ud3ed\ub113\uc740 \ud638\ud658\uc131\">3. \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uacfc\uc758 \ud3ed\ub113\uc740 \ud638\ud658\uc131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/smolagents.org\/ko\/smolagents-simplifying-ai-agent-development\/#4_Deep_Integration_with_Hugging_Face_Hub\" title=\"4. \ud5c8\uae45 \ud398\uc774\uc2a4 \ud5c8\ube0c\uc640\uc758 \uae34\ubc00\ud55c \ud1b5\ud569\">4. \ud5c8\uae45 \ud398\uc774\uc2a4 \ud5c8\ube0c\uc640\uc758 \uae34\ubc00\ud55c \ud1b5\ud569<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/smolagents.org\/ko\/smolagents-simplifying-ai-agent-development\/#5_Support_for_Traditional_Tool-Calling_Agents\" title=\"5. \uae30\uc874 \ub3c4\uad6c \ud638\ucd9c \uc5d0\uc774\uc804\ud2b8 \uc9c0\uc6d0\">5. \uae30\uc874 \ub3c4\uad6c \ud638\ucd9c \uc5d0\uc774\uc804\ud2b8 \uc9c0\uc6d0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/smolagents.org\/ko\/smolagents-simplifying-ai-agent-development\/#Advantages_of_Using_smolagents\" title=\"smolagent \uc0ac\uc6a9\uc758 \uc7a5\uc810\">smolagent \uc0ac\uc6a9\uc758 \uc7a5\uc810<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/smolagents.org\/ko\/smolagents-simplifying-ai-agent-development\/#Getting_Started_with_smolagents\" title=\"smolagent \uc2dc\uc791\ud558\uae30\">smolagent \uc2dc\uc791\ud558\uae30<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/smolagents.org\/ko\/smolagents-simplifying-ai-agent-development\/#Conclusion\" title=\"\uacb0\ub860\">\uacb0\ub860<\/a><\/li><\/ul><\/nav><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_smolagents\"><\/span><strong>smolagent\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>smolagents<\/strong> \ub294 \uac1c\ubc1c\uc790\uac00 \ucd5c\uc18c\ud55c\uc758 \ucf54\ub529\uc73c\ub85c \uac15\ub825\ud55c \uc5d0\uc774\uc804\ud2b8\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub294 \uc624\ud508 \uc18c\uc2a4 \uacbd\ub7c9 AI \uc5d0\uc774\uc804\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. \uc57d 1,000\uc904\ub85c \uad6c\uc131\ub41c \ud575\uc2ec \ucf54\ub4dc\ubca0\uc774\uc2a4\ub97c \ud1b5\ud574 <code>agents.py<\/code>smolagent\ub294 \ubd88\ud544\uc694\ud55c \ucd94\uc0c1\ud654\ub97c \uc904\uc5ec \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \uac04\ub2e8\ud558\uace0 \uc811\uadfc\ud558\uae30 \uc27d\uac8c \ub9cc\ub4ed\ub2c8\ub2e4. \ub2e8\uc21c\uc131\uacfc \ud6a8\uc728\uc131\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 smolagent\ub294 LLM\uc774 \uc2e4\uc81c \uc791\uc5c5 \ubc0f \ub370\uc774\ud130\uc640 \uc6d0\ud65c\ud558\uac8c \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Key_Features_of_smolagents\"><\/span><strong>smolagent\uc758 \uc8fc\uc694 \uae30\ub2a5<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Simplicity_and_Ease_of_Use\"><\/span><strong>1. \ub2e8\uc21c\uc131 \ubc0f \uc0ac\uc6a9 \ud3b8\uc758\uc131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ubbf8\ub2c8\uba40\ub9ac\uc2a4\ud2b8 \ub514\uc790\uc778<\/strong>: smolagent\ub294 \uae54\ub054\ud558\uace0 \uac04\uacb0\ud55c \ucf54\ub4dc\ubca0\uc774\uc2a4\ub97c \uc6b0\uc120\uc2dc\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ubcf5\uc7a1\uc131\uc5d0 \uc5bd\ub9e4\uc774\uc9c0 \uc54a\uace0 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc774\ud574\ud558\uace0 \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ube60\ub978 \uc124\uc815<\/strong>: \uac1c\ubc1c\uc790\ub294 \uc5d0\uc774\uc804\ud2b8\ub97c \uc815\uc758\ud558\uace0 \ud544\uc694\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud55c \ud6c4 \uc989\uc2dc \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc815\uad50\ud55c \uad6c\uc131\uc774\ub098 \uad11\ubc94\uc704\ud55c \uc0c1\uc6a9\uad6c \ucf54\ub4dc\uac00 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4<\/strong>: \uc9c1\uad00\uc801\uc778 \ub514\uc790\uc778\uc73c\ub85c \ucd08\ubcf4\uc790\uc640 \uc219\ub828\ub41c \uac1c\ubc1c\uc790 \ubaa8\ub450 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Support_for_Code_Agents\"><\/span><strong>2. \ucf54\ub4dc \uc5d0\uc774\uc804\ud2b8 \uc9c0\uc6d0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ucf54\ub4dc \uc5d0\uc774\uc804\ud2b8 \ud3ec\ucee4\uc2a4<\/strong>: JSON \ub610\ub294 \ud14d\uc2a4\ud2b8 \ube14\ub86d\uc73c\ub85c \uc791\uc5c5\uc744 \uc0dd\uc131\ud558\ub294 \uae30\uc874 \uc5d0\uc774\uc804\ud2b8\uc640 \ub2ec\ub9ac smolagent\ub294 \ub2e4\uc74c\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.\u00a0<strong>\ucf54\ub4dc \uc5d0\uc774\uc804\ud2b8<\/strong>. \uc774\ub7ec\ud55c \uc5d0\uc774\uc804\ud2b8\ub294 \ucf54\ub4dc\ub97c \uc0dd\uc131\ud558\uace0 \ud574\uc11d\ud558\ub294 LLM\uc758 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec Python \ucf54\ub4dc \uc2a4\ub2c8\ud3ab\uc744 \uc791\uc131\ud558\uace0 \uc2e4\ud589\ud558\uc5ec \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud6a8\uc728\uc131 \ud5a5\uc0c1<\/strong>: \ucf54\ub4dc \uc5d0\uc774\uc804\ud2b8\ub294 \ud6a8\uc728\uc131\uacfc \uc815\ud655\uc131\uc744 \ud5a5\uc0c1\uc2dc\ucf1c \ub2e8\uacc4\uc640 LLM \ud638\ucd9c\uc744 \uc57d 30%\uae4c\uc9c0 \uc904\uc5ec\uc90d\ub2c8\ub2e4. \ubcf5\uc7a1\ud55c \uc791\uc5c5\uacfc \ubca4\uce58\ub9c8\ud06c\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \ud0c1\uc6d4\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ubcf4\uc548 \uc2e4\ud589<\/strong>: \uc548\uc804\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 smolagent\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc0cc\ub4dc\ubc15\uc2a4 \ud658\uacbd\uc5d0\uc11c \ucf54\ub4dc\ub97c \uc2e4\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.\u00a0<strong>E2B<\/strong>\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucf54\ub4dc \uc2e4\ud589\uc744 \uc704\ud55c \uc548\uc804\ud558\uace0 \uaca9\ub9ac\ub41c \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Wide_Compatibility_with_Large_Language_Models\"><\/span><strong>3. \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uacfc\uc758 \ud3ed\ub113\uc740 \ud638\ud658\uc131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc720\uc5f0\ud55c \ubaa8\ub378 \ud1b5\ud569<\/strong>: smolagent\ub294 \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub97c \ud1b5\ud574 \ud5c8\uae45 \ud398\uc774\uc2a4 \ud5c8\ube0c\uc5d0\uc11c \ud638\uc2a4\ud305\ub418\ub294 \ubaa8\ub378\uacfc LiteLLM \ud1b5\ud569\uc744 \ud1b5\ud574 OpenAI, Anthropic \ub4f1\uc758 \ubaa8\ub378\uc744 \ud3ec\ud568\ud55c \ubaa8\ub4e0 LLM\uacfc \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ubaa8\ub378 \uc120\ud0dd<\/strong>: \uac1c\ubc1c\uc790\ub294 \ud638\ud658\uc131 \ubb38\uc81c\uc5d0 \ub300\ud55c \uac71\uc815 \uc5c6\uc774 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c LLM\uc744 \uc720\uc5f0\ud558\uac8c \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ubbf8\ub798\ub97c \ub300\ube44\ud55c \uc124\uacc4<\/strong>: \uc0c8\ub85c\uc6b4 \ubaa8\ub378\uc774 \ub4f1\uc7a5\ud558\uba74 smolagent\uc5d0 \uc774\ub97c \ud1b5\ud569\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \ud56d\uc0c1 \ucd5c\uc2e0 \uae30\uc220\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Deep_Integration_with_Hugging_Face_Hub\"><\/span><strong>4. \ud5c8\uae45 \ud398\uc774\uc2a4 \ud5c8\ube0c\uc640\uc758 \uae34\ubc00\ud55c \ud1b5\ud569<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub3c4\uad6c \uacf5\uc720<\/strong>: smolagent\ub97c \uc0ac\uc6a9\ud558\uba74 \uac1c\ubc1c\uc790\uac00 \ud5c8\uae45 \ud398\uc774\uc2a4 \ud5c8\ube0c\uc5d0\uc11c \uc9c1\uc811 \ub3c4\uad6c\ub97c \uacf5\uc720\ud558\uace0 \ub85c\ub4dc\ud560 \uc218 \uc788\uc5b4 \ud611\uc5c5 \ucee4\ubba4\ub2c8\ud2f0\ub97c \uc721\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc5d0\ucf54\uc2dc\uc2a4\ud15c \uc131\uc7a5<\/strong>: \uc774 \ud1b5\ud569\uc740 smolagent \ub0b4\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uacfc \ub3c4\uad6c\uc758 \uc9c0\uc18d\uc801\uc778 \ud655\uc7a5\uc744 \ucd09\uc9c4\ud558\uc5ec \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uae30\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ucee4\ubba4\ub2c8\ud2f0 \ucc38\uc5ec<\/strong>: \uac1c\ubc1c\uc790\ub294 \uc5d0\ucf54\uc2dc\uc2a4\ud15c\uc5d0 \uae30\uc5ec\ud558\uace0 \uc778\uc0ac\uc774\ud2b8\ub97c \uacf5\uc720\ud558\uba70 \uc5d0\uc774\uc804\ud2b8 \uac1c\ubc1c \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \ud611\uc5c5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Support_for_Traditional_Tool-Calling_Agents\"><\/span><strong>5. \uae30\uc874 \ub3c4\uad6c \ud638\ucd9c \uc5d0\uc774\uc804\ud2b8 \uc9c0\uc6d0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub2e4\uc6a9\ub3c4\uc131<\/strong>: smolagent\ub294 \ucf54\ub4dc \uc5d0\uc774\uc804\ud2b8 \uc678\uc5d0\ub3c4 \uae30\uc874\u00a0<strong>\ub3c4\uad6c \ud638\ucd9c \uc5d0\uc774\uc804\ud2b8<\/strong>\u00a0\uc561\uc158\uc774 JSON \ub610\ub294 \ud14d\uc2a4\ud2b8 \ube14\ub85d\uc73c\ub85c \uc0dd\uc131\ub418\ub294 \uacbd\uc6b0.<\/li>\n\n\n\n<li><strong>\uad6c\uccb4\uc801\uc778 \uc0ac\uc6a9 \uc0ac\ub840<\/strong>: \uc774\ub7ec\ud55c \uc720\uc5f0\uc131\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ud504\ub85c\uc81d\ud2b8\uc758 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \uc801\uc808\ud55c \uc5d0\uc774\uc804\ud2b8 \uc720\ud615\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Advantages_of_Using_smolagents\"><\/span><strong>smolagent \uc0ac\uc6a9\uc758 \uc7a5\uc810<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\ud5a5\uc0c1\ub41c \uad6c\uc131 \uac00\ub2a5\uc131<\/strong>: \ucf54\ub4dc \uc5d0\uc774\uc804\ud2b8\ub294 \ud568\uc218 \uc911\ucca9 \ubc0f \uc7ac\uc0ac\uc6a9\uc744 \uc6a9\uc774\ud558\uac8c \ud558\uc5ec \ubcf5\uc7a1\ud55c \ub17c\ub9ac\ub97c \ub354 \uc27d\uac8c \ud45c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud6a8\uc728\uc801\uc778 \uac1c\uccb4 \ucc98\ub9ac<\/strong>: JSON \uad6c\uc870\uc5d0 \ube44\ud574 \ucf54\ub4dc\uc5d0\uc11c \uac1d\uccb4\ub97c \uad00\ub9ac\ud558\uace0 \uc804\ub2ec\ud558\ub294 \uac83\uc774 \ub354 \uac04\ub2e8\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ubb34\uc81c\ud55c \uc720\uc5f0\uc131<\/strong>: \ucf54\ub4dc\ub294 \ubaa8\ub4e0 \uacc4\uc0b0 \uc5f0\uc0b0\uc744 \ud45c\ud604\ud560 \uc218 \uc788\uc5b4 \uc5d0\uc774\uc804\ud2b8 \uae30\ub2a5\uc5d0 \ubb34\ud55c\ud55c \uac00\ub2a5\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud48d\ubd80\ud55c \uad50\uc721 \ub370\uc774\ud130 \ud65c\uc6a9<\/strong>: LLM\uc740 \ubc29\ub300\ud55c \uc591\uc758 \ucf54\ub4dc\uc5d0 \ub300\ud55c \uad50\uc721\uc744 \ubc1b\uc558\uae30 \ub54c\ubb38\uc5d0 \ucf54\ub4dc \uc2a4\ub2c8\ud3ab\uc744 \uc0dd\uc131\ud558\uace0 \uc774\ud574\ud558\ub294 \ub370 \ub2a5\uc219\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Getting_Started_with_smolagents\"><\/span><strong>smolagent \uc2dc\uc791\ud558\uae30<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\uc124\uce58<\/strong><\/p>\n\n\n\n<p>smolagent\ub97c \uc124\uce58\ud558\ub824\uba74 \uc2e4\ud589\ud558\uae30\ub9cc \ud558\uba74 \ub429\ub2c8\ub2e4:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">bash\u590d\u5236<code>pip \uc124\uce58 smolagent\n<\/code><\/pre>\n\n\n\n<p><strong>\uae30\ubcf8 \uc0ac\uc6a9 \uc608<\/strong><\/p>\n\n\n\n<p>smolagent\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac04\ub2e8\ud55c \uc0c1\ub2f4\uc6d0\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\ud30c\uc774\uc36c \uc218\uc815<code>smolagent\uc5d0\uc11c \ucf54\ub4dc\uc5d0\uc774\uc804\ud2b8, \ub355\ub355\uace0\uc11c\uce58\ud234, HfApi\ubaa8\ub378\uc744 \uac00\uc838\uc635\ub2c8\ub2e4.\n\n# \ud544\uc694\ud55c \ub3c4\uad6c\uc640 \ubaa8\ub378\ub85c \uc5d0\uc774\uc804\ud2b8\ub97c \ucd08\uae30\ud654\ud569\ub2c8\ub2e4.\nagent = CodeAgent(tools=[DuckDuckGoSearchTool()], model=HfApiModel())\n\n# \uc5d0\uc774\uc804\ud2b8\uc758 \uc791\uc5c5\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4.\nagent.run(\"\uce58\ud0c0\uac00 \ucd5c\uace0 \uc18d\ub3c4\ub85c \uae08\ubb38\uad50\ub97c \uac74\ub108\ub294 \ub370 \uba87 \ucd08\uac00 \uac78\ub9b4\uae4c\uc694?\")\n<\/code><\/pre>\n\n\n\n<p><strong>\uc0d8\ud50c \ucd9c\ub825<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">vbnet\u590d\u5236<code>\uae08\ubb38\uad50\uc758 \uae38\uc774\ub294 \uc57d 1.7\ub9c8\uc77c\uc785\ub2c8\ub2e4.\n\uce58\ud0c0\uc758 \ucd5c\uace0 \uc18d\ub3c4\ub294 \uc57d 60-70\ub9c8\uc77c\uc785\ub2c8\ub2e4.\n\n\uba3c\uc800 \ub2e4\ub9ac \uae38\uc774\ub97c \ub9c8\uc77c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4:\n1.7\ub9c8\uc77c = 1.7\ub9c8\uc77c\n\n\uc2dc\uac04\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4:\n\uc2dc\uac04 = \uac70\ub9ac\/\uc18d\ub3c4\n\n\uce58\ud0c0\uc758 \uc18d\ub3c4\uc5d0 \uc2dc\uc18d 70\ub9c8\uc77c\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4:\n\uc2dc\uac04 = 1.7\ub9c8\uc77c \/ 70\ub9c8\uc77c \u2248 0.0243\uc2dc\uac04\n\n\uc2dc\uac04\uc744 \ucd08\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4:\n0.0243\uc2dc\uac04 * 3600\ucd08\/\uc2dc\uac04 \u2248 87.5\ucd08\n\n\ub530\ub77c\uc11c \uce58\ud0c0\uac00 \uae08\ubb38\uad50\ub97c \ucd5c\uace0 \uc18d\ub3c4\ub85c \ub2ec\ub9ac\ub294 \ub370 \uac78\ub9ac\ub294 \uc2dc\uac04\uc740 \uc57d 87.5\ucd08\uc785\ub2c8\ub2e4.\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span><strong>\uacb0\ub860<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>smolagent\ub294 \uac04\ub2e8\ud558\uba74\uc11c\ub3c4 \uac15\ub825\ud55c \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \uac1c\ubc1c\uc790\uac00 AI \uc5d0\uc774\uc804\ud2b8\ub97c \ub9cc\ub4dc\ub294 \ubc29\uc2dd\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \uac1c\uc120\ud569\ub2c8\ub2e4. \ucf54\ub4dc \uc5d0\uc774\uc804\ud2b8, \ud3ed\ub113\uc740 \ubaa8\ub378 \ud638\ud658\uc131, Hugging Face \uc5d0\ucf54\uc2dc\uc2a4\ud15c\uacfc\uc758 \uae34\ubc00\ud55c \ud1b5\ud569\uc5d0 \uc911\uc810\uc744 \ub454 \uc774 \ub3c4\uad6c\ub294 AI \uac1c\ubc1c\uc744 \uc704\ud55c \uadc0\uc911\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc219\ub828\ub41c AI \uc804\ubb38\uac00\ub4e0 \uc774 \ubd84\uc57c\ub97c \ucc98\uc74c \uc811\ud558\ub294 \uc0ac\ub78c\uc774\ub4e0 smolagent\ub294 \uc9c0\ub2a5\ud615 \uc5d0\uc774\uc804\ud2b8\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uad6c\ucd95\ud558\ub294 \ub370 \ud544\uc694\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>\ube60\ub974\uac8c \uc9c4\ud654\ud558\ub294 \uc778\uacf5\uc9c0\ub2a5\uc758 \uc138\uacc4\uc5d0\uc11c AI \uc5d0\uc774\uc804\ud2b8\ub294 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uace0 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\uba70 \ud601\uc2e0\uc744 \uc8fc\ub3c4\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \uc694\uc18c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uac15\ub825\ud55c AI \uc5d0\uc774\uc804\ud2b8\ub97c \uac1c\ubc1c\ud558\ub824\uba74 \ubcf5\uc7a1\ud55c \ucf54\ub529, \ubcf5\uc7a1\ud55c \uad6c\uc131, \uac00\ud30c\ub978 \ud559\uc2b5 \uace1\uc120\uc774 \uc218\ubc18\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. Hugging Face \ud300\uc5d0\uc11c \uac1c\ubc1c\ud55c \ubbf8\ub2c8\uba40\ub9ac\uc998 AI \uc5d0\uc774\uc804\ud2b8 \ud504\ub808\uc784\uc6cc\ud06c\uc778 smolagent\ub97c \uc18c\uac1c\ud569\ub2c8\ub2e4.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","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":""},"categories":[1],"tags":[],"class_list":["post-533","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/posts\/533","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/types\/post"}],"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=533"}],"version-history":[{"count":1,"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/posts\/533\/revisions"}],"predecessor-version":[{"id":534,"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/posts\/533\/revisions\/534"}],"wp:attachment":[{"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/media?parent=533"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/categories?post=533"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smolagents.org\/ko\/wp-json\/wp\/v2\/tags?post=533"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}