{"id":5539,"date":"2025-12-18T18:45:04","date_gmt":"2025-12-18T09:45:04","guid":{"rendered":"https:\/\/secondlife.lol\/?p=5539"},"modified":"2025-12-18T22:27:02","modified_gmt":"2025-12-18T13:27:02","slug":"qwen-vllm-chatbot-django-system-overview","status":"publish","type":"post","link":"https:\/\/secondlife.lol\/zh\/qwen-vllm-chatbot-django-system-overview\/","title":{"rendered":"Qwen  vLLM  Chatbot \uc2dc\uc2a4\ud15c \uad6c\ud604 \u2013 1\ud3b8 \uc804\uccb4 \uc124\uacc4\uc640 \ud070\uadf8\ub9bc \uc815\ub9ac"},"content":{"rendered":"<style>.kb-image5539_318899-5a .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image5539_318899-5a\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"335\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-7-600x335.jpg\" alt=\"Qwen  vLLM  Chatbot \uc2dc\uc2a4\ud15c \uad6c\ud604 \ud3ec\uc2a4\ud2b8 \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-5540\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-7-600x335.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-7-300x168.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-7-768x429.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-7-18x10.jpg 18w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-7.jpg 1024w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption>(Qwen  vLLM  Chatbot \uc2dc\uc2a4\ud15c-\ucd9c\ucc98:\ub098\ub178\ubc14\ub098\ub098)<\/figcaption><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\ud68c\uc0ac \uc870\uc9c1\ubb38\ud654 \uc778\ud130\ubdf0\ub97c \uc7a5\uace0\ub85c \uad00\ub9ac\ud558\uba74\uc11c,<br>\uba54\uc778 \ud654\uba74\uc5d0 \ub5a0\ub2e4\ub2c8\ub294 \ucc57\ubd07 \ud558\ub098\ub9cc \uc798 \ub9cc\ub4e4\uc5b4\ub3c4<br>\ucef4\ud4e8\ud130\uc5d0\uc11c \uc790\ub8cc \ucc3e\uace0, \uc774\uac83\uc800\uac83 \ubd84\uc11d\ud558\uace0 \ud558\ub294 \uc2dc\uac04\uc774 \ud655 \uc904\uc5b4\ub4e4\ud150\ub370\u2026\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc544\ub9c8 \uc774\ub7f0 \uc0c1\uc0c1\uc774 \ud55c \ubc88\ucbe4 \uc9c0\ub098\uac14\uc744 \uac70\uc608\uc694.<br>\ud558\uc9c0\ub9cc \ubc14\ub85c \uc774\uc5b4\uc9c0\ub294 \uc0dd\uac01\uc740 \ub300\ub7b5 \uc774\ub807\uc8e0.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u201c<a href=\"https:\/\/qwen.ai\/\" target=\"_blank\" rel=\"noopener\">Qwen<\/a>? <a href=\"https:\/\/docs.vllm.ai\/en\/latest\/\" target=\"_blank\" rel=\"noopener\">vLLM<\/a>? \ub85c\uceec LLM? \uc774\uac78 \uc5b4\ub5bb\uac8c \ubb36\uc9c0\u2026?\u201d<br>\u201cGPU\ub3c4 \uc5c6\ub294\ub370 14B \uac19\uc740 \ubaa8\ub378\uc744 \ub3cc\ub9b4 \uc218 \uc788\ub098?\u201d<br>\u201c\ucc57\ubd07 UI\ub294 \ub610 \uc5b4\ub5bb\uac8c \ub744\uc6b0\uc9c0&#8230;\u201d<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uc2dc\ub9ac\uc988\uc758 \ubaa9\ud45c\ub294 \ub531 \ud558\ub098\uc785\ub2c8\ub2e4.<br>\u201c\uc544, \uc774 \uc21c\uc11c\ub300\ub85c \ud558\uba74 \ub418\uaca0\uad6c\ub098\u201d \uc218\uc900\uc73c\ub85c \ucabc\uac1c\uc11c,<br><strong>\ucd08\ubcf4\uc790\ub3c4 \ub530\ub77c \ub9cc\ub4e4 \uc218 \uc788\ub294 \ud29c\ud1a0\ub9ac\uc5bc<\/strong>\ub85c \ubc14\uafb8\ub294 \uac83.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud2b9\ud788 \uc0ac\uc6a9\ud558\uc2e4 \uc2dc\uc2a4\ud15c\uc740 \uae30\ub2a5\uc740 \ub2e4\uc74c\uacfc \uac19\uc544\uc694.<br>\uc0ac\uc2e4 \uc55e\uc73c\ub85c \uc5b4\ub5a4 \uc2dd\uc73c\ub85c \uad6c\ud604\ub420\uc9c0\ub294 \uc800\ub3c4 \uc544\uc9c1\uc740 \uac10\uc774 \uc5c6\uc5b4\uc694.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc7a5\uace0\ub85c \ub9cc\ub4e0 <strong>\uc870\uc9c1\ubb38\ud654 \uba74\ub2f4\uad00\ub9ac \uc2dc\uc2a4\ud15c<\/strong><\/li>\n\n\n\n<li>\uba74\ub2f4 \ub0b4\uc6a9\uc744 <strong>\ud14c\uc774\ube14 \ub9ac\uc2a4\ud2b8\ub85c \uad00\ub9ac<\/strong><\/li>\n\n\n\n<li><strong>\ud2b9\uc815 \uba74\ub2f4 \ud56d\ubaa9\ubcc4 \uc694\uc57d<\/strong> \uc790\ub3d9 \uc0dd\uc131<\/li>\n\n\n\n<li>\ud14d\uc2a4\ud2b8 \ub9c8\uc774\ub2dd \uae30\ubc18 <strong>\ub300\uc2dc\ubcf4\ub4dc \uc2dc\uac01\ud654<\/strong><\/li>\n\n\n\n<li>\uba54\uc778 \ud398\uc774\uc9c0\uc5d0 <strong>\ub5a0\ub2e4\ub2c8\ub294 Qwen vLLM Chatbot<\/strong><br>\u2192 \u201c\uc774 \uc2dc\uc2a4\ud15c \uc5b4\ub5bb\uac8c \uc4f0\ub294\uc9c0\u201d, \u201c\uc791\ub144 \uc7ac\ubb34\ubd80\uc11c\uc758 \uc870\uc9c1\ubb38\ud654 \uacb0\uacfc \ub0b4\uc6a9\uc774 \ubb50\uc600\ub354\ub77c?\u201d\ub97c \ubc14\ub85c \ubb3c\uc5b4\ubcfc \uc218 \uc788\uac8c<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 5\uac00\uc9c0\ub97c \uc804\ubd80 <strong>\ud55c \ub369\uc5b4\ub9ac \uc2dc\uc2a4\ud15c<\/strong>\uc73c\ub85c \ub9cc\ub4dc\ub294 \uac8c \ucd5c\uc885 \ubaa9\ud45c\uc785\ub2c8\ub2e4.<br>\uc0ac\ub78c\ub4e4\uc774 \uc798 \ubaa8\ub974\ub294 Amazon\uc758 <a href=\"https:\/\/secondlife.lol\/zh\/what-is-kiro-aws-agentic-ide\/\" data-type=\"post\" data-id=\"5467\">Kiro<\/a>\ub97c \uc2dc\uc2a4\ud15c \uac1c\ubc1c\uc5d0 \ud55c\ubc88 \uc0ac\uc6a9\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<style>.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{color:var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{color:var(--global-palette2, #2B6CB0);font-size:28px;font-weight:regular;font-style:normal;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list{color:var(--global-palette1, #3182CE);line-height:2em;font-weight:regular;font-style:normal;margin-top:var(--global-kb-spacing-sm, 1.5rem);margin-right:0px;margin-bottom:0px;margin-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list .kb-table-of-contents__entry:hover{color:var(--global-palette6, #718096);}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}@media all and (max-width: 767px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}<\/style>\n\n\n<h2 class=\"wp-block-heading\">1. Qwen vLLM Chatbot \uac1c\ubc1c \uc2dc\ub9ac\uc988 \uc804\uccb4 \uad6c\uc131<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uba3c\uc800, \uc55e\uc73c\ub85c \uc4f8 \uc2dc\ub9ac\uc988\uc758 <strong>\ud070 \ubaa9\ucc28<\/strong>\ubd80\ud130 \uacf5\uc720\ud560\uac8c\uc694.<br>(\ud544\uc694\uc5d0 \ub530\ub77c \uc870\uae08\uc529 \uc870\uc815\ud558\uba74\uc11c \uac08 \uc218 \uc788\uc2b5\ub2c8\ub2e4.)<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>1\ud3b8 \u2013 \uc804\uccb4 \uc124\uacc4\uc640 \ud070 \uadf8\ub9bc (\uc9c0\uae08 \uc774 \uae00)<\/strong>\n<ul class=\"wp-block-list\">\n<li>Qwen vLLM Chatbot \uc2dc\uc2a4\ud15c \uc804\uccb4 \uc544\ud0a4\ud14d\ucc98 \uc124\uba85<\/li>\n\n\n\n<li>\u201c\ub85c\uceec LLM + Django + \uc870\uc9c1\ubb38\ud654 \uba74\ub2f4 \ub370\uc774\ud130\u201d\ub97c \uc5b4\ub5bb\uac8c \uc5ee\uc744\uc9c0 \uc124\uacc4<\/li>\n\n\n\n<li>\uc2dc\ub9ac\uc988\uc5d0\uc11c \ub9cc\ub4e4 \uae30\ub2a5 \ubaa9\ub85d \uc815\ub9ac<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>2\ud3b8 \u2013 \ub85c\uceec LLM \ud658\uacbd \uc900\ube44: Qwen-3.0-14B\ub97c vLLM\uc73c\ub85c \ub744\uc6b0\uae30<\/strong>\n<ul class=\"wp-block-list\">\n<li>MacBook\uc5d0\uc11c vLLM \uc124\uce58<\/li>\n\n\n\n<li>Qwen-3.0-14B (\ub610\ub294 \uc54c\ub9de\uc740 7B\/14B \ubcc0\ud615) \ubaa8\ub378 \ub2e4\uc6b4\ub85c\ub4dc<\/li>\n\n\n\n<li>vLLM \uc11c\ubc84 \uc2e4\ud589 \ud6c4 API \uc5d4\ub4dc\ud3ec\uc778\ud2b8 \ud655\uc778<\/li>\n\n\n\n<li>\uac04\ub2e8\ud55c curl\/Python\uc73c\ub85c \uc751\ub2f5 \ud14c\uc2a4\ud2b8<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>3\ud3b8 \u2013 \uc7a5\uace0 \ud504\ub85c\uc81d\ud2b8 \uae30\ubcf8 \ubf08\ub300 + Qwen vLLM \uc5f0\ub3d9\ud558\uae30<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uc0c8 \uc7a5\uace0 \ud504\ub85c\uc81d\ud2b8\/\uc571 \uc0dd\uc131<\/li>\n\n\n\n<li>vLLM \uc11c\ubc84\ub97c \ud638\ucd9c\ud558\ub294 <strong>Python \ud074\ub77c\uc774\uc5b8\ud2b8 \ubaa8\ub4c8<\/strong> \u521b\u5efa<\/li>\n\n\n\n<li>\uae30\ubcf8 \ud14d\uc2a4\ud2b8 \uc785\ub825 \u2192 Qwen vLLM \uc7a5\uace0 \ucc57\ubd07 \uc751\ub2f5 \ucd9c\ub825\uae4c\uc9c0 \ud655\uc778<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>4\ud3b8 \u2013 \uc870\uc9c1\ubb38\ud654 \uba74\ub2f4 \uad00\ub9ac \uae30\ub2a5 \uc124\uacc4 &amp; \ubaa8\ub378\/\ubdf0\/\ud15c\ud50c\ub9bf \uad6c\ud604<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uba74\ub2f4 \ud56d\ubaa9\/\uba74\ub2f4 \uae30\ub85d\/\ub300\uc0c1\uc790 \ub4f1 \ubaa8\ub378 \uc124\uacc4<\/li>\n\n\n\n<li>\ubaa9\ub85d\/\uc0c1\uc138 \ud398\uc774\uc9c0, \uac80\uc0c9\u00b7\ud544\ud130, \ud398\uc774\uc9d5 \uad6c\ud604<\/li>\n\n\n\n<li>\ud15c\ud50c\ub9bf\uc5d0\uc11c \ud45c \ud615\ud0dc\ub85c \uc815\ub9ac\ud574\uc11c \ubcf4\uc5ec\uc8fc\uae30<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>5\ud3b8 \u2013 \uba74\ub2f4 \ub0b4\uc6a9 \uc694\uc57d &amp; \ud14d\uc2a4\ud2b8 \ub9c8\uc774\ub2dd \ub300\uc2dc\ubcf4\ub4dc (Qwen vLLM \ud65c\uc6a9)<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ud2b9\uc815 \ud56d\ubaa9\ubcc4\ub85c \uba74\ub2f4 \ub0b4\uc6a9\uc744 \ubaa8\uc544 Qwen vLLM \uc7a5\uace0 \ucc57\ubd07\uc5d0 \uc694\uc57d \uc694\uccad<\/li>\n\n\n\n<li>\uc694\uc57d \uacb0\uacfc\ub97c DB\uc5d0 \uc800\uc7a5\ud558\uace0 \ud654\uba74\uc5d0 \ud45c\uc2dc<\/li>\n\n\n\n<li>\uae30\ubcf8\uc801\uc778 \ud14d\uc2a4\ud2b8 \ub9c8\uc774\ub2dd(\ud0a4\uc6cc\ub4dc\u00b7\uc6cc\ub4dc\ud074\ub77c\uc6b0\ub4dc\u00b7\uac04\ub2e8 \ucc28\ud2b8) \ub300\uc2dc\ubcf4\ub4dc \uad6c\ud604<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>6\ud3b8 \u2013 \uba54\uc778 \ud398\uc774\uc9c0 Floating Qwen vLLM Chatbot UI \ub9cc\ub4e4\uae30<\/strong>\n<ul class=\"wp-block-list\">\n<li>HTML\/CSS\/JS\ub85c \uc6b0\uce21 \ud558\ub2e8\uc5d0 \ub5a0 \uc788\ub294 \ucc57\ubd07 \ubc84\ud2bc\u00b7\ucc3d UI \uad6c\ud604<\/li>\n\n\n\n<li>Django view + API endpoint \uc5f0\ub3d9<\/li>\n\n\n\n<li>\uc870\uc9c1\ubb38\ud654 \ubb38\uc11c + \uba74\ub2f4 \ub0b4\uc6a9 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd99\uc774\ub294 \ub85c\uc9c1<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>7\ud3b8 \u2013 \uc2e4\uc804 \uc6b4\uc601 \ud301 &amp; \ud655\uc7a5 \uc544\uc774\ub514\uc5b4<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uad8c\ud55c\/\ubcf4\uc548(\uc870\uc9c1\ubb38\ud654 \ubbfc\uac10 \uc815\ubcf4 \ubcf4\ud638)<\/li>\n\n\n\n<li>\uce90\uc2f1\/\uc694\uc57d \uc7ac\uc0ac\uc6a9 \uc804\ub7b5<\/li>\n\n\n\n<li>\uc5ec\ub7ec \ubaa8\ub378(Qwen, Ko-RM, GPT, Gemini \ub4f1)\uc744 \ub4a4\uc5d0\uc11c \uc2a4\uc704\uce58\ud558\ub294 \uad6c\uc870<\/li>\n\n\n\n<li>\ud5a5\ud6c4 \uae30\ub2a5 \ud655\uc7a5 \uc544\uc774\ub514\uc5b4<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">1\ud3b8\uc5d0\uc11c\ub294 \uc774 \uc804\uccb4 \ud750\ub984\uc744 \uba38\ub9bf\uc18d\uc5d0 \uadf8\ub9bc\uc73c\ub85c \uadf8\ub824\ubcf4\ub294 \uac8c \ubaa9\ud45c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. \uc804\uccb4 \uc544\ud0a4\ud14d\ucc98 \u2013 Qwen vLLM \uc7a5\uace0 \ucc57\ubd07 \uc2dc\uc2a4\ud15c \ud55c \uc7a5\uc73c\ub85c \uc774\ud574\ud558\uae30<\/h2>\n\n\n<style>.kb-image5539_9f9767-7a .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image5539_9f9767-7a\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"335\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-8-600x335.jpg\" alt=\"Qwen  vLLM  Chatbot \uc2dc\uc2a4\ud15c \uc544\ud0a4\ud14d\ucc98 \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-5542\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-8-600x335.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-8-300x168.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-8-768x429.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-8-18x10.jpg 18w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-8.jpg 1024w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\uba38\ub9bf\uc18d\uc5d0 \uc774\ub7f0 \uadf8\ub9bc\uc744 \ub5a0\uc62c\ub824 \ubcf4\uc138\uc694. (2~3\ud3b8\uc5d0\uc11c \uc2e4\uc81c \ub2e4\uc774\uc5b4\uadf8\ub7a8\ub3c4 \ub9cc\ub4e4 \uc608\uc815)<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\uc0ac\uc6a9\uc790 (\ube0c\ub77c\uc6b0\uc800)<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uc870\uc9c1\ubb38\ud654 \uba74\ub2f4 \uc2dc\uc2a4\ud15c \uc6f9\uc5d0 \uc811\uc18d<\/li>\n\n\n\n<li>\uba54\uc778 \ud398\uc774\uc9c0 \uc6b0\uce21 \ud558\ub2e8\uc5d0 <strong>\ub9d0\ud48d\uc120 \uc544\uc774\ucf58(Floating Qwen vLLM Chatbot)<\/strong><\/li>\n\n\n\n<li>\uba74\ub2f4 \ubaa9\ub85d\/\uc694\uc57d\/\ub300\uc2dc\ubcf4\ub4dc\ub3c4 \uac19\uc740 \uc0ac\uc774\ud2b8 \uc548\uc5d0\uc11c \ud655\uc778<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Django Web App (\uc870\uc9c1\ubb38\ud654 \uba74\ub2f4\uad00\ub9ac \uc2dc\uc2a4\ud15c)<\/strong>\n<ul class=\"wp-block-list\">\n<li>URL \ub77c\uc6b0\ud305, \uc778\uc99d, \uad8c\ud55c \uad00\ub9ac<\/li>\n\n\n\n<li>\uba74\ub2f4 \ub370\uc774\ud130 CRUD (\uc0dd\uc131\/\uc870\ud68c\/\uc218\uc815\/\uc0ad\uc81c)<\/li>\n\n\n\n<li>\ud14d\uc2a4\ud2b8 \ub9c8\uc774\ub2dd \uacb0\uacfc \uc870\ud68c<\/li>\n\n\n\n<li>Qwen vLLM \uc7a5\uace0 \ucc57\ubd07\uc744 \uc704\ud55c API endpoint \uc81c\uacf5\n<ul class=\"wp-block-list\">\n<li><code>\/api\/chat\/<\/code> : \uc0ac\uc6a9\uc790\uc758 \uc9c8\ubb38 + \ucee8\ud14d\uc2a4\ud2b8 \u2192 Qwen \uc11c\ubc84\ub85c \uc804\ub2ec<\/li>\n\n\n\n<li><code>\/api\/summary\/<\/code> : \ud2b9\uc815 \uba74\ub2f4 \ud56d\ubaa9\/\ub300\uc0c1\uc790\uc5d0 \ub300\ud55c \uc694\uc57d \uc694\uccad<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>vLLM \uc11c\ubc84 + Qwen-3.0-14B (\ub85c\uceec LLM \ubc31\uc5d4\ub4dc)<\/strong>\n<ul class=\"wp-block-list\">\n<li>MacBook\uc5d0\uc11c \ub85c\uceec Python \ud658\uacbd\uc73c\ub85c vLLM \uc2e4\ud589<\/li>\n\n\n\n<li>Qwen-3.0-14B (\ub610\ub294 7B \ubcc0\ud615) \ubaa8\ub378 \ub85c\ub529<\/li>\n\n\n\n<li>HTTP\/REST \ud615\ud0dc\ub85c <strong><code>\/v1\/chat\/completions<\/code><\/strong> \ube44\uc2b7\ud55c \uc778\ud130\ud398\uc774\uc2a4 \uc81c\uacf5<\/li>\n\n\n\n<li>Django \uc11c\ubc84\uac00 \ub0b4\ubd80\uc5d0\uc11c \uc774 API\ub97c \ud638\ucd9c<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>DB + \ud14d\uc2a4\ud2b8 \ub9c8\uc774\ub2dd \ubaa8\ub4c8<\/strong>\n<ul class=\"wp-block-list\">\n<li>DB (SQLite \u2192 PostgreSQL \ub4f1)<\/li>\n\n\n\n<li>\uba74\ub2f4 \ud14d\uc2a4\ud2b8, \uc778\ud130\ubdf0\uc5b4, \uc778\ud130\ubdf0\uc774, \ud56d\ubaa9 \ucf54\ub4dc, \ub0a0\uc9dc \ub4f1 \uc800\uc7a5<\/li>\n\n\n\n<li>\ud14d\uc2a4\ud2b8 \ub9c8\uc774\ub2dd: Python + \ub77c\uc774\ube0c\ub7ec\ub9ac(\uc608: konlpy, kiwipiepy, scikit-learn \ub4f1) + \uadf8\ub798\ud504(Chart.js \ub610\ub294 Plotly)<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">3. \uc5b4\ub5a4 \uc0ac\uc6a9 \uc2dc\ub098\ub9ac\uc624\ub97c \ubaa9\ud45c\ub85c \ud560\uae4c?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ub2e8\uc21c \u201c\ucc57\ubd07 \ud558\ub098 \ub2ec\uc558\ub2e4\u201d\ub85c \ub05d\ub098\uba74 \uc544\uc27d\uc8e0.<br>\ud604\uc2e4\uc5d0\uc11c \uc9c4\uc9dc \uc4f8 \ub9cc\ud55c \uc2dc\ub098\ub9ac\uc624\ub97c \uc138\uc6b0\uace0 \uac1c\ubc1c \ubc29\ud5a5\uc744 \ub9de\ucd94\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc2dc\ub098\ub9ac\uc624 A \u2013 \uba74\ub2f4 \uc2dc\uc2a4\ud15c \uc0ac\uc6a9\ubc95 Q&amp;A<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uba74\ub2f4 \ub2f4\ub2f9\uc790:\u201c\uba74\ub2f4\uc744 \uc9c4\ud589\ud558\uae30 \uc804\uc5d0 \uba74\ub2f4\ub0b4\uc6a9\uc744 \ubc14\ub85c\ubc14\ub85c \uc791\uc131\ud558\ub824\uba74 \uc5b4\ub5bb\uac8c \ud558\uc8e0?\u201d<\/li>\n\n\n\n<li>Floating Qwen vLLM \uc7a5\uace0 \ucc57\ubd07:\n<ul class=\"wp-block-list\">\n<li>\uc2dc\uc2a4\ud15c \ub9e4\ub274\uc5bc + \uc0ac\uc6a9\uc790 \uac00\uc774\ub4dc\ub97c \ubbf8\ub9ac \uc784\ubca0\ub529\/\ud559\uc2b5\ud574 \ub454 \uc0c1\ud0dc<\/li>\n\n\n\n<li>\u201c\uc0c1\ub2e8 \uba54\ub274 \u2018\uba74\ub2f4 &gt; \uba74\ub2f4 \ubaa9\ub85d\u2019\uc5d0\uc11c \u2018\uba74\ub2f4\uc2dc\uc791\ud788\uae30\u2019 \ubc84\ud2bc\uc744 \ub204\ub974\uc138\uc694.\u201d \ucc98\ub7fc \uc548\ub0b4<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uc2dc\ub098\ub9ac\uc624 B \u2013 \ud2b9\uc815 \ud56d\ubaa9\ubcc4 \uba74\ub2f4 \ub0b4\uc6a9 \uc694\uc57d<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub9ac\ub354:\u201c\uc774\ubc88 \ubc18\uae30 \u2018\ub9ac\ub354\uc2ed\u2019 \ud56d\ubaa9 \uad00\ub828 \uba74\ub2f4 \ub0b4\uc6a9\ub9cc \ubaa8\uc544\uc11c \ud575\uc2ec \ud0a4\uc6cc\ub4dc\u00b7\uc0ac\ub840\ub97c \ubcf4\uace0 \uc2f6\uc5b4.\u201d<\/li>\n\n\n\n<li>Django: \uba74\ub2f4 DB\uc5d0\uc11c <code>\ud56d\ubaa9\ucf54\ub4dc=\ub9ac\ub354\uc2ed<\/code> \ub370\uc774\ud130 \ucffc\ub9ac<\/li>\n\n\n\n<li>Qwen vLLM Chatbot: \uc694\uc57d\/\ud575\uc2ec \ubb38\uc7a5\/\uac1c\uc120 \uc81c\uc548 \uc0dd\uc131<\/li>\n\n\n\n<li>\ub300\uc2dc\ubcf4\ub4dc: \uadf8\ub798\ud504 + \uc694\uc57d \ud14d\uc2a4\ud2b8 \ud568\uaed8 \ud45c\uc2dc<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uc2dc\ub098\ub9ac\uc624 C \u2013 \uba74\ub2f4 \ub370\uc774\ud130 \uae30\ubc18 \ud14d\uc2a4\ud2b8 \ub9c8\uc774\ub2dd &amp; \ub300\uc2dc\ubcf4\ub4dc<\/h3>\n\n\n<style>.kb-image5539_3479a1-8d .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image5539_3479a1-8d\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"335\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-9-600x335.jpg\" alt=\"\uba74\ub2f4 \ub370\uc774\ud130 \uae30\ubc18 \ud14d\uc2a4\ud2b8 \ub9c8\uc774\ub2dd &amp; \ub300\uc2dc\ubcf4\ub4dc \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-5543\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-9-600x335.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-9-300x168.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-9-768x429.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-9-18x10.jpg 18w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-13-9.jpg 1024w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc870\uc9c1\ubb38\ud654 \ub2f4\ub2f9\uc790:\u201c\uc5b4\ub290 \ubd80\uc11c\uc5d0\uc11c \u2018\uc18c\ud1b5\u2019, \u2018\ud53c\ub85c\uac10\u2019 \uac19\uc740 \ub2e8\uc5b4\uac00 \ub9ce\uc774 \ub098\uc624\ub294\uc9c0 \ubcf4\uace0 \uc2f6\uc5b4.\u201d<\/li>\n\n\n\n<li>\ubc31\uc5d4\ub4dc: \uba74\ub2f4 \ud14d\uc2a4\ud2b8\uc5d0\uc11c \ud1a0\ud070\ud654\u00b7\ube48\ub3c4 \ubd84\uc11d<\/li>\n\n\n\n<li>Qwen vLLM Chatbot:\n<ul class=\"wp-block-list\">\n<li>\u201c\ud1a0\ud53d 1\uc740 \ub9ac\ub354\uc2ed, \ud1a0\ud53d 2\ub294 \uc758\uc0ac\uc18c\ud1b5, \ud1a0\ud53d 3\uc740 \ud53c\ub85c\/\uc5c5\ubb34\ub7c9\uacfc \uad00\ub828\ub41c \ub0b4\uc6a9\uc785\ub2c8\ub2e4.\u201d \uac19\uc740 \uc790\uc5f0\uc5b4 \uc124\uba85 \uc81c\uacf5<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\ud504\ub7f0\ud2b8: \ub9c9\ub300\uadf8\ub798\ud504\u00b7\uc6cc\ub4dc\ud074\ub77c\uc6b0\ub4dc\uc640 \ud568\uaed8 \uc694\uc57d \uc124\uba85 \ud45c\uc2dc<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uc2dc\ub098\ub9ac\uc624\ub4e4\uc774 <strong>\uc2dc\ub9ac\uc988\uc758 \uae30\ub2a5 \uc694\uad6c\uc0ac\ud56d<\/strong>\uc774 \ub429\ub2c8\ub2e4.<br>\uac01 \ud3b8\uc5d0\uc11c \u201c\uc9c0\uae08 \uc6b0\ub9ac\uac00 \uad6c\ud604\ud558\ub294 \ucf54\ub4dc\uac00 \uc5b4\ub5a4 \uc2dc\ub098\ub9ac\uc624\ub97c \uc704\ud574 \ud544\uc694\ud55c\uc9c0\u201d \uacc4\uc18d \uc5f0\uacb0\ud574\uc11c \uc124\uba85\ud560 \uac70\uc608\uc694.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. \uae30\uc220 \uc2a4\ud0dd \uc120\uc815 \u2013 Qwen vLLM \uc7a5\uace0 \ucc57\ubd07\uc5d0 \ub531 \ub9de\ub294 \uc870\ud569<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2dc\uc2a4\ud15c\uc744 \ub9cc\ub4e4\uae30 \uc804\uc5d0 \u201c\ubb34\uc2a8 \uae30\uc220\ub85c \ud560\uc9c0\u201d\ub97c \uc815\ub9ac\ud574\ubcfc\uac8c\uc694.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\ub85c\uceec LLM \ubc31\uc5d4\ub4dc<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>vLLM<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\uace0\uc131\ub2a5 LLM \uc11c\ubc84 \ud504\ub808\uc784\uc6cc\ud06c<\/li>\n\n\n\n<li>OpenAI API\uc640 \uc720\uc0ac\ud55c \uc778\ud130\ud398\uc774\uc2a4 \uc81c\uacf5<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Qwen-3.0-14B \/ 7B<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ud55c\uad6d\uc5b4\u00b7\uc601\uc5b4 \ubaa8\ub450 \uac00\ub2a5\ud55c \uc624\ud508 LLM<\/li>\n\n\n\n<li>MacBook Pro 24GB \uba54\ubaa8\ub9ac \ud658\uacbd\uc5d0\uc11c\ub294\n<ul class=\"wp-block-list\">\n<li>7B \ubaa8\ub378 \u2192 \uc0c1\ub300\uc801\uc73c\ub85c \uc5ec\uc720 \uc788\uac8c<\/li>\n\n\n\n<li>14B \ubaa8\ub378 \u2192 \uc18d\ub3c4\u00b7\uba54\ubaa8\ub9ac \ud2b8\ub808\uc774\ub4dc\uc624\ud504(\uadf8\ub798\ub3c4 \ucda9\ubd84\ud788 \ud14c\uc2a4\ud2b8 \uac00\ub2a5)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u7f51\u7edc\u5e94\u7528<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Django<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uba74\ub2f4 \ub370\uc774\ud130 \uad00\ub9ac (ORM, Admin, Form)<\/li>\n\n\n\n<li>\uc778\uc99d\/\uad8c\ud55c \uae30\ubc18 \uc811\uadfc \uc81c\uc5b4<\/li>\n\n\n\n<li>REST API \ucd94\uac00\ub3c4 \uc6a9\uc774(DRF \uc0ac\uc6a9 \uac00\ub2a5)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud504\ub7f0\ud2b8\uc5d4\ub4dc UI<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uc7a5\uace0 \ud15c\ud50c\ub9bf + <strong>htmx\/Alpine.js<\/strong> \uc815\ub3c4\uc758 \uac00\ubcbc\uc6b4 JS<\/li>\n\n\n\n<li>Floating Qwen vLLM \uc7a5\uace0 \ucc57\ubd07 UI:\n<ul class=\"wp-block-list\">\n<li>\uc6b0\uce21 \ud558\ub2e8 \uc544\uc774\ucf58 \u2192 \ud074\ub9ad\ud558\uba74 \ucc44\ud305\ucc3d \uc5f4\ub9ac\ub294 \uad6c\uc870<\/li>\n\n\n\n<li>Ajax\/Fetch\ub85c <code>\/api\/chat\/<\/code> \u81f4\u7535<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ubd84\uc11d\/\uc2dc\uac01\ud654<\/strong>\n<ul class=\"wp-block-list\">\n<li>Python: pandas, numpy, \ud14d\uc2a4\ud2b8 \ubd84\uc11d\uc6a9 \ub77c\uc774\ube0c\ub7ec\ub9ac<\/li>\n\n\n\n<li>\uc2dc\uac01\ud654: Chart.js, Plotly, \ub610\ub294 Django<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\uc81c \uc55e\uc73c\ub85c\uc758 \uac01 \ud3b8\uc5d0\uc11c\ub294<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cvLLM \uc124\uce58\ub294 \uc5b4\ub514\uc11c\ubd80\ud130 \uc5b4\ub5bb\uac8c?\u201d<\/li>\n\n\n\n<li>\u201cQwen-3.0-14B \ubaa8\ub378\uc740 \uc5b4\ub5a4 \ud30c\uc77c\uc744 \uac00\uc838\uc640\uc57c \ud558\ub294\uc9c0?\u201d<\/li>\n\n\n\n<li>\u201c\uc7a5\uace0\uc5d0\uc11c vLLM API\ub97c \uc5b4\ub5bb\uac8c \ud638\ucd9c\ud558\ub294\uc9c0?\u201d<br>\ub97c \ucf54\ub4dc\uc640 \ud568\uaed8 \uc2e4\uc81c\ub85c \uad6c\ud604\ud574 \ub098\uac08 \uacc4\ud68d\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">5. \uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38(FAQ)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Q1. \uad73\uc774 \ub85c\uceec Qwen vLLM Chatbot\uc73c\ub85c \ud574\uc57c \ud558\ub098\uc694? \uadf8\ub0e5 OpenAI API \uc4f0\uba74 \uc548 \ub418\ub098\uc694?<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub2f9\uc5f0\ud788 OpenAI API\ub97c \uc368\ub3c4 \ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub2e4\ub9cc,\n<ul class=\"wp-block-list\">\n<li><strong>\ubcf4\uc548\/\uae30\ubc00<\/strong>: \uc870\uc9c1\ubb38\ud654 \uba74\ub2f4 \ub0b4\uc6a9\uc740 \ub9e4\uc6b0 \ubbfc\uac10\ud55c \ub370\uc774\ud130<\/li>\n\n\n\n<li><strong>\u8d39\u7528<\/strong>: \uc7a5\uae30\uc801\uc73c\ub85c \ub300\ub7c9 \ud638\ucd9c \uc2dc \ube44\uc6a9 \ubd80\ub2f4<br>\uc774\ub7f0 \uc774\uc720 \ub54c\ubb38\uc5d0,<\/li>\n\n\n\n<li>\ub85c\uceec\uc5d0\uc11c \ub3cc\ub9ac\ub294 \uad6c\uc870\ub97c \ud55c \ubc88 \ub9cc\ub4e4\uc5b4 \ub450\uba74<br>\uc774\ud6c4 \ub2e4\ub978 \ub0b4\ubd80 \uc2dc\uc2a4\ud15c\uc5d0\ub3c4 \uc7ac\ud65c\uc6a9\ud558\uae30 \uc88b\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Q2. MacBook Pro 24GB \uba54\ubaa8\ub9ac\ub85c Qwen-3.0-14B\uac00 \uc9c4\uc9dc \ub3cc\uc544\uac08\uae4c\uc694?<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>vLLM + 14B\ub294 <strong>\ucd5c\uc801\ud654 \uc124\uc815\uc5d0 \ub530\ub77c<\/strong> \ucda9\ubd84\ud788 \ud14c\uc2a4\ud2b8 \uac00\ub2a5\ud558\uc9c0\ub9cc,<br>\uc18d\ub3c4\u00b7\uba54\ubaa8\ub9ac \ubaa8\ub450 \uc5ec\uc720\ub86d\uc9c0\ub9cc\uc740 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uadf8\ub798\uc11c \uc774 \uc2dc\ub9ac\uc988\uc5d0\uc11c\ub294\n<ul class=\"wp-block-list\">\n<li><strong>7B \ubaa8\ub378 + 14B \ubaa8\ub378<\/strong> \ub450 \uac00\uc9c0\ub97c \ubaa8\ub450 \uc5b8\uae09\ud558\uba74\uc11c<\/li>\n\n\n\n<li>MacBook \ud658\uacbd\uc5d0\uc11c\uc758 <strong>\uc2e4\uc6a9\uc801\uc778 \ud29c\ub2dd \ud301<\/strong>\ub3c4 \ud568\uaed8 \ub2e4\ub8f0 \uc608\uc815\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\uc77c\ub2e8\uc740 \u201c\uac1c\ubc1c\u00b7\ud14c\uc2a4\ud2b8 \ub2e8\uacc4\ub294 7B 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