{"id":3114,"date":"2026-08-10T12:21:42","date_gmt":"2026-08-10T09:21:42","guid":{"rendered":"https:\/\/shareai.now\/?p=3114"},"modified":"2026-08-11T03:20:29","modified_gmt":"2026-08-11T00:20:29","slug":"llms%eb%a5%bc-%ec%9c%84%ed%95%9c-%ed%86%a0%ed%81%b0-%ec%95%95%ec%b6%95","status":"publish","type":"post","link":"https:\/\/shareai.now\/ko\/%eb%b8%94%eb%a1%9c%ea%b7%b8\/%ed%86%b5%ec%b0%b0\/llms%eb%a5%bc-%ec%9c%84%ed%95%9c-%ed%86%a0%ed%81%b0-%ec%95%95%ec%b6%95\/","title":{"rendered":"LLM\uc744 \uc704\ud55c \ud1a0\ud070 \uc555\ucd95: \ub77c\uc6b0\ud305 \uc804\uc5d0 \ucee8\ud14d\uc2a4\ud2b8 \ube44\uc6a9 \uc808\uac10"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>LLM\uc744 \uc704\ud55c \ud1a0\ud070 \uc555\ucd95<\/strong> \ubaa8\ub378\uc5d0 \ub3c4\ub2ec\ud558\uae30 \uc804\uc5d0 \ud504\ub86c\ud504\ud2b8, \uac80\uc0c9\ub41c \ucee8\ud14d\uc2a4\ud2b8, \ub3c4\uad6c \ucd9c\ub825, \ucc44\ud305 \uae30\ub85d \ubc0f \ub85c\uadf8\ub97c \ucd95\uc18c\ud558\ub294 \uc791\uc5c5\uc785\ub2c8\ub2e4. \uc774\ub294 \ub77c\uc6b0\ud305, \ud3c9\uac00 \ub610\ub294 \uc7a5\uc560 \uc870\uce58\ub97c \ub300\uccb4\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc774 \ub354 \uae68\ub057\ud55c \uc785\ub825\uc73c\ub85c \uc791\ub3d9\ud558\ub3c4\ub85d \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub294 \ub300\ubd80\ubd84\uc758 AI \ube44\uc6a9 \ubc0f \uc9c0\uc5f0 \ubb38\uc81c\uac00 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc694\uccad\uc774 \ub5a0\ub098\uae30 \uc804\uc5d0 \uc2dc\uc791\ub418\uae30 \ub54c\ubb38\uc5d0 \uc911\uc694\ud569\ub2c8\ub2e4. \uc9c0\uc6d0 \ubd07\uc740 \uc138 \uac00\uc9c0 \uc0ac\uc2e4\ub9cc \uc911\uc694\ud55c \uacbd\uc6b0\uc5d0\ub3c4 \uc804\uccb4 \ud2f0\ucf13 \uc2a4\ub808\ub4dc\ub97c \ubcf4\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5d0\uc774\uc804\ud2b8\ub294 \uc0c1\ud0dc, \uae08\uc561 \ubc0f \ub2e4\uc74c \uc791\uc5c5\ub9cc \ud544\uc694\ud560 \ub54c \uc804\uccb4 \ub3c4\uad6c \uc751\ub2f5\uc744 \ubd99\uc5ec\ub123\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. RAG \uc6cc\ud06c\ud50c\ub85c\ub294 \ud558\ub098\uc758 \uac04\uacb0\ud55c \ub2f5\ubcc0\uc73c\ub85c \ucda9\ubd84\ud560 \ub54c \ub2e4\uc12f \uac1c\uc758 \uccad\ud06c\ub97c \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/help.openai.com\/en\/articles\/4936856-what-are-tokens-and-how-to-count-them?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=token-compression-for-llms\">OpenAI\ub294 \uc124\uba85\ud569\ub2c8\ub2e4<\/a> API \uc0ac\uc6a9\ub7c9\uc740 \ud1a0\ud070\uc73c\ub85c \uce21\uc815\ub418\uba70, \uc774\ub7ec\ud55c \ud1a0\ud070\uc740 \uc785\ub825 \ubc0f \ucd9c\ub825 \ud14d\uc2a4\ud2b8\uc5d0\uc11c \uc0dd\uc131\ub429\ub2c8\ub2e4. \uae34 \ucee8\ud14d\uc2a4\ud2b8\ub294 \ubb34\ub8cc \ucee8\ud14d\uc2a4\ud2b8\uac00 \uc544\ub2d9\ub2c8\ub2e4. \ubaa9\ud45c\ub294 \ubaa8\ub378\uc744 \uad76\uc8fc\ub9ac\uac8c \ud558\ub294 \uac83\uc774 \uc544\ub2d9\ub2c8\ub2e4. \ubaa9\ud45c\ub294 \ubaa8\ub378\uc774 \ud544\uc694\ub85c \ud558\ub294 \uacb0\uc815, \uc99d\uac70 \ubc0f \uc81c\uc57d \uc870\uac74\uc744 \ubcf4\uc874\ud558\uba74\uc11c \uac00\uc7a5 \uc791\uc740 \ucee8\ud14d\uc2a4\ud2b8\ub97c \ubcf4\ub0b4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ub77c\uc6b0\ud305 \uc804\uc5d0 \ud1a0\ud070 \uc555\ucd95\uc774 \uc911\uc694\ud55c \uc774\uc720<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ub9ce\uc740 \ud300\uc774 \ube44\uc6a9 \ucd5c\uc801\ud654\ub97c \ubaa8\ub378 \uc120\ud0dd \ubb38\uc81c\ub85c \uc0dd\uac01\ud569\ub2c8\ub2e4: \uc26c\uc6b4 \uc791\uc5c5\uc740 \uc800\ub834\ud55c \ubaa8\ub378\ub85c \ubcf4\ub0b4\uace0, \ub354 \uc5b4\ub824\uc6b4 \uc791\uc5c5\uc740 \uace0\uae09 \ubaa8\ub378\ub85c \uc608\uc57d\ud558\uba70, \uacf5\uae09\uc790 \uacbd\ub85c\uac00 \uc800\ud558\ub420 \ub54c \uc7a5\uc560 \uc870\uce58\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub294 \uc720\uc6a9\ud558\uc9c0\ub9cc \uae30\ubcf8\uc801\uc778 \uc810\uc744 \ub193\uce69\ub2c8\ub2e4: \ub77c\uc6b0\ud130\ub294 \uc81c\uacf5\ub41c \uc694\uccad\ub9cc \ubd05\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc694\uccad\uc774 \ubd80\ud480\ub824\uc9c0\uba74 \ubaa8\ub4e0 \ub2e4\uc6b4\uc2a4\ud2b8\ub9bc \uacb0\uc815\uc774 \ub354 \uc5b4\ub824\uc6cc\uc9d1\ub2c8\ub2e4. \uc800\ub834\ud55c \ubaa8\ub378\uc740 \ub108\ubb34 \ub9ce\uc740 \ub178\uc774\uc988\ub97c \ubc1b\uae30 \ub54c\ubb38\uc5d0 \uc2e4\ud328\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud504\ub86c\ud504\ud2b8\uac00 \ud63c\ub780\uc2a4\ub7ec\uc6cc\uc11c \ucd5c\ucca8\ub2e8 \ubaa8\ub378\uc774 \ud544\uc694\ud574 \ubcf4\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uad00\uce21 \uac00\ub2a5\uc131\uc740 \ub192\uc740 \ube44\uc6a9\uc744 \ubcf4\uc5ec\uc904 \uc218 \uc788\uc9c0\ub9cc \uc774\ub97c \uc720\ubc1c\ud55c \ubd88\ud544\uc694\ud55c \ucee8\ud14d\uc2a4\ud2b8\ub294 \ubcf4\uc5ec\uc8fc\uc9c0 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc555\ucd95\uc740 \ubaa8\ub378 \uc811\uadfc \uc804\uc5d0 \ub2e8\uacc4\ub97c \ucd94\uac00\ud569\ub2c8\ub2e4: \ud398\uc774\ub85c\ub4dc\ub97c \uc904\uc774\uace0 \uc758\ub3c4\ub97c \ubcf4\uc874\ud55c \ub2e4\uc74c \ub77c\uc6b0\ud305\ud569\ub2c8\ub2e4. <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=token-compression-for-llms\">ShareAI\uc758 \ubaa8\ub378 \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4<\/a>, \uadf8\ub7f0 \ub2e4\uc74c \ub354 \uae68\ub057\ud55c \uc694\uccad\uc740 \ubaa8\ub378 \uc120\ud0dd, \uac00\uaca9, \uc9c0\uc5f0 \uc2dc\uac04, \uac00\uc6a9\uc131 \ubc0f \ud558\ub098\uc758 API\ub97c \ud1b5\ud55c \ub77c\uc6b0\ud305 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\ud574 \ud3c9\uac00\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ubb34\uc5c7\uc744 \uc555\ucd95\ud574\uc57c \ud560\uae4c\uc694?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ubaa8\ub4e0 \ud1a0\ud070\uc774 \ub3d9\uc77c\ud55c \ucc98\ub9ac\ub97c \ubc1b\uc744 \ud544\uc694\ub294 \uc5c6\uc2b5\ub2c8\ub2e4. \uc77c\ubd80 \ud14d\uc2a4\ud2b8\ub294 \uc9c0\uc2dc\uc0ac\ud56d\uc5d0 \uc911\uc694\ud569\ub2c8\ub2e4. \uc77c\ubd80 \ud14d\uc2a4\ud2b8\ub294 \uc99d\uac70\uc785\ub2c8\ub2e4. \uc77c\ubd80 \ud14d\uc2a4\ud2b8\ub294 \uc774\uc804 \ub2e8\uacc4\uc5d0\uc11c \ub0a8\uc740 \uc794\uc5ec\ubb3c\uc77c \ubfd0\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\uc785\ub825 \uc601\uc5ed<\/th><th>\uc555\ucd95 \uc811\uadfc\ubc95<\/th><th>\ubb34\uc5c7\uc744 \ubcf4\uc874\ud560 \uac83\uc778\uac00<\/th><\/tr><\/thead><tbody><tr><td>\ucc44\ud305 \uae30\ub85d<\/td><td>\uc774\uc804 \ub300\ud654\ub97c \uc0c1\ud0dc, \uacb0\uc815, \uc81c\uc57d \uc870\uac74 \ubc0f \uc5f4\ub9b0 \uc9c8\ubb38\uc73c\ub85c \uc694\uc57d\ud569\ub2c8\ub2e4.<\/td><td>\uc0ac\uc6a9\uc790 \uc758\ub3c4, \uc57d\uc18d, \uc774\ub984, \uc120\ud638\ub3c4 \ubc0f \ubbf8\ud574\uacb0 \uc791\uc5c5.<\/td><\/tr><tr><td>RAG \uccad\ud06c<\/td><td>\uc881\uac8c \uac80\uc0c9\ud558\uace0, \uc911\ubcf5\uc744 \uc81c\uac70\ud558\uba70, \ud604\uc7ac \uc9c8\ubb38\uc5d0 \ub2f5\ud558\ub294 \uad6c\uc808\uc744 \ucd94\ucd9c\ud569\ub2c8\ub2e4.<\/td><td>\uc778\uc6a9, \uc815\ud655\ud55c \uc0ac\uc2e4, \uc0c1\ucda9\ub418\ub294 \uc99d\uac70 \ubc0f \ucd5c\uc2e0 \uc2e0\ud638.<\/td><\/tr><tr><td>\ub3c4\uad6c \ucd9c\ub825<\/td><td>\uc7a5\ud669\ud55c \uc751\ub2f5\uc744 \uac04\uacb0\ud55c \uad6c\uc870\ud654\ub41c \ud544\ub4dc\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/td><td>\uc0c1\ud0dc, ID, \uae08\uc561, \uc624\ub958, \ud0c0\uc784\uc2a4\ud0ec\ud504 \ubc0f \ub2e4\uc74c \uc791\uc5c5.<\/td><\/tr><tr><td>\ub85c\uadf8 \ubc0f \ucd94\uc801<\/td><td>\ubc18\ubcf5\ub41c \uc774\ubca4\ud2b8\ub97c \ud074\ub7ec\uc2a4\ud130\ub9c1\ud558\uace0 \uc774\uc0c1, \uac1c\uc218 \ubc0f \uad00\ub828 \uc0d8\ud50c\ub9cc \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/td><td>\uc624\ub958 \ud328\ud134, \ube48\ub3c4, \uc601\ud5a5\uc744 \ubc1b\uc740 \uc11c\ube44\uc2a4 \ubc0f \ud0c0\uc784\ub77c\uc778.<\/td><\/tr><tr><td>\uc2dc\uc2a4\ud15c \uc9c0\uce68<\/td><td>\uc911\ubcf5\ub41c \uc815\ucc45 \ud14d\uc2a4\ud2b8\ub97c \uc81c\uac70\ud558\uace0 \uc548\uc815\uc801\uc778 \uc9c0\uce68\uc744 \uc791\uc5c5\ubcc4 \ucee8\ud14d\uc2a4\ud2b8\uc640 \ubd84\ub9ac\ud569\ub2c8\ub2e4.<\/td><td>\uc548\uc804 \uaddc\uce59, \ucd9c\ub825 \uacc4\uc57d, \uc5ed\ud560 \uc81c\uc57d \ubc0f \ub3c4\uad6c \uad8c\ud55c.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ub2e4\uc12f \uac00\uc9c0 \uc2e4\uc6a9\uc801\uc778 \uc555\ucd95 \ubc29\ubc95<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \uc0c1\ud0dc\ub97c \uc694\uc57d\ud558\uace0, \uc0b0\ubb38\uc740 \ud53c\ud558\uae30<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc57d\ud55c \uc694\uc57d\uc740 \uae34 \ub300\ud654\ub97c \uc9e7\uc740 \ub2e8\ub77d\uc73c\ub85c \ub2e4\uc2dc \uc4f0\ub294 \uac83\uc785\ub2c8\ub2e4. \uc720\uc6a9\ud55c \uc694\uc57d\uc740 \uc6b4\uc601 \uc0c1\ud0dc\ub97c \uc720\uc9c0\ud569\ub2c8\ub2e4: \uc0ac\uc6a9\uc790\uac00 \uc6d0\ud558\ub294 \uac83, \uc774\ubbf8 \uc2dc\ub3c4\ud55c \uac83, \uc2e4\ud328\ud55c \uac83, \ub0a8\uc544 \uc788\ub294 \uc81c\uc57d \uc870\uac74, \uadf8\ub9ac\uace0 \ub2e4\uc74c \uacb0\uc815\uc774 \ubb34\uc5c7\uc778\uc9c0.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc5d0\uc774\uc804\ud2b8\uc758 \uacbd\uc6b0, \uc0c1\ud0dc \uc694\uc57d\uc740 \uc54c\ub824\uc9c4 \uacbd\uacc4\uc5d0\uc11c \uc0c8\ub85c \uace0\uccd0\uc57c \ud569\ub2c8\ub2e4: \ub3c4\uad6c \ud638\ucd9c \ud6c4, \uc0ac\uc6a9\uc790 \uacb0\uc815 \ud6c4, \uc6cc\ud06c\ud50c\ub85c \ub2e8\uacc4 \ud6c4, \ub610\ub294 \ubaa8\ub378 \uc804\ud658 \uc804\uc5d0. ID, \uc694\uad6c \uc0ac\ud56d \ub610\ub294 \ubd80\uc815\uc801 \uc81c\uc57d \uc870\uac74\uc744 \uc555\ucd95\ud558\uc9c0 \ub9c8\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \ub3c4\uad6c \ucd9c\ub825\uc5d0\uc11c \ud544\ub4dc \ucd94\ucd9c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub9ce\uc740 \ub3c4\uad6c \ud638\ucd9c\uc740 \ub2e4\uc74c \ubaa8\ub378 \ub2e8\uacc4\uc5d0 \ud544\uc694\ud55c \uac83\ubcf4\ub2e4 \ud6e8\uc52c \ub354 \ub9ce\uc740 \ud14d\uc2a4\ud2b8\ub97c \ubc18\ud658\ud569\ub2c8\ub2e4. \uc804\uccb4 \uc751\ub2f5\uc744 \uc804\ub2ec\ud558\ub294 \ub300\uc2e0 \uc911\uc694\ud55c \ud544\ub4dc\ub97c \ucd94\ucd9c\ud558\uc2ed\uc2dc\uc624. \uacb0\uc81c \uc870\ud68c\ub294 \uace0\uac1d ID, \uc1a1\uc7a5 \uc0c1\ud0dc, \uc794\uc561, \ub0a9\uae30\uc77c, \uc704\ud5d8 \ud50c\ub798\uadf8\ub85c \ubcc0\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac80\uc0c9 \uacb0\uacfc\ub294 \uc81c\ubaa9, \uc815\uc2dd URL, \ub0a0\uc9dc, \uadf8\ub9ac\uace0 \uc8fc\uc7a5\uc744 \ub4b7\ubc1b\uce68\ud558\ub294 \ud55c \ubb38\uc7a5\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \uc0dd\uc131 \uc804\uc5d0 \uac80\uc0c9 \ud544\ud130\ub9c1<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">RAG \uc2dc\uc2a4\ud15c\uc740 \uc720\uc0ac\ud55c \uccad\ud06c, \uc624\ub798\ub41c \uccad\ud06c, \ub610\ub294 \uc758\ub3c4\uac00 \uc544\ub2cc \ud0a4\uc6cc\ub4dc\uc640 \uc77c\uce58\ud558\ub294 \uccad\ud06c\ub97c \ubcf4\ub0b4\uba74\uc11c \ud1a0\ud070\uc744 \ub0ad\ube44\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc555\ucd95 \ub808\uc774\uc5b4\ub294 \uc911\ubcf5\ub41c \uc911\ucca9 \uad6c\uc808\uc744 \uc81c\uac70\ud558\uace0, \uc624\ub798\ub41c \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc81c\uac70\ud558\uba70, \ud604\uc7ac \ucffc\ub9ac\uc5d0 \ub2f5\ud558\ub294 \uc99d\uac70\ub9cc \uc720\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ucd5c\uc885 \ub2f5\ubcc0\uc5d0 \uc778\uc6a9\uc774 \ud544\uc694\ud560 \ub54c \ud2b9\ud788 \uc911\uc694\ud569\ub2c8\ub2e4. \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc555\ucd95\ud558\ub418, \ub098\uc911\uc5d0 \ub2f5\ubcc0\uc744 \uac80\uc99d\ud560 \uc218 \uc788\ub3c4\ub85d \ucda9\ubd84\ud55c \uc18c\uc2a4 \uc138\ubd80 \uc815\ubcf4\ub97c \ubcf4\uc874\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \uad6c\uc870\ud654\ub41c \uc911\uac04 \ucd9c\ub825 \uc0ac\uc6a9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc790\uc720 \ud615\uc2dd\uc758 \uc911\uac04 \ud14d\uc2a4\ud2b8\ub294 \ube60\ub974\uac8c \uc99d\uac00\ud569\ub2c8\ub2e4. \uad6c\uc870\ud654\ub41c \ucd9c\ub825\uc740 \ub354 \uc791\uace0 \uac10\uc0ac\ud558\uae30 \uc27d\uc2b5\ub2c8\ub2e4. \ud558\ub098\uc758 \ubaa8\ub378\uc5d0\uac8c \ubaa8\ub4e0 \ud6c4\ubcf4 \ud589\ub3d9\uc744 \uc124\uba85\ud558\ub3c4\ub85d \uc694\uccad\ud558\ub294 \ub300\uc2e0, \ud589\ub3d9, \uc2e0\ub8b0\ub3c4, \uc774\uc720, \ucc28\ub2e8 \ubb38\uc81c, \ud544\uc694\ud55c \uc785\ub825\uacfc \uac19\uc740 \ud544\ub4dc\uac00 \ud3ec\ud568\ub41c \uac04\uacb0\ud55c \uc635\uc158 \ubaa9\ub85d\uc744 \ubc18\ud658\ud558\ub3c4\ub85d \uc694\uccad\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. \ud504\ub86c\ud504\ud2b8 \uce90\uc2f1\uc744 \ubcc4\ub3c4\uc758 \ub808\ubc84\ub85c \ucde8\uae09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ud504\ub86c\ud504\ud2b8 \uce90\uc2f1\uc740 \uc9c0\uc6d0\ub418\ub294 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ubc18\ubcf5\ub41c \uc811\ub450\uc0ac\uc758 \ube44\uc6a9\uc774\ub098 \ub300\uae30 \uc2dc\uac04\uc744 \uc904\uc77c \uc218 \uc788\uc9c0\ub9cc, \uc774\ub294 \ud1a0\ud070 \uc555\ucd95\uacfc \ub3d9\uc77c\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uce90\uc2dc\ub41c \ud14d\uc2a4\ud2b8\ub294 \uc5ec\uc804\ud788 \ucee8\ud14d\uc2a4\ud2b8 \ucc3d \uacf5\uac04\uc744 \uc18c\ube44\ud560 \uc218 \uc788\uc73c\uba70, \uc694\uccad\uc744 \uac80\uc0ac\ud558\uae30 \uc5b4\ub835\uac8c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Anthropic\uc758 <a href=\"https:\/\/docs.anthropic.com\/en\/docs\/build-with-claude\/context-windows?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=token-compression-for-llms\">\ucee8\ud14d\uc2a4\ud2b8-\uc708\ub3c4\uc6b0<\/a> \uadf8\ub9ac\uace0 <a href=\"https:\/\/docs.anthropic.com\/en\/docs\/build-with-claude\/prompt-caching?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=token-compression-for-llms\">\ud504\ub86c\ud504\ud2b8-\uce90\uc2f1<\/a> \ubb38\uc11c\ub294 \uce90\uc2f1\uacfc \ucee8\ud14d\uc2a4\ud2b8 \uc124\uacc4\uac00 \uad00\ub828 \uc788\uc9c0\ub9cc \ub2e4\ub978 \ubb38\uc81c\ub97c \ud574\uacb0\ud55c\ub2e4\ub294 \uac83\uc744 \uc0c1\uae30\uc2dc\ud0a4\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ShareAI \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0\uc11c \uc555\ucd95\uc774 \uc5b4\ub514\uc5d0 \uc801\ud569\ud55c\uc9c0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">ShareAI\ub294 AI \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4 \ubc0f API\ub85c, \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc790\uccb4\ub97c \uad6c\ucd95\ud558\ub294 \uacf3\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc0ac\uc6a9\uc790 \uacbd\ud5d8, \uc6cc\ud06c\ud50c\ub85c\uc6b0 \ub85c\uc9c1, \ucee8\ud14d\uc2a4\ud2b8 \uc120\ud0dd \ubc0f \uc555\ucd95 \ub2e8\uacc4\ub97c \ub2f4\ub2f9\ud569\ub2c8\ub2e4. ShareAI\ub294 \ubaa8\ub378 \uc561\uc138\uc2a4 \uce21\uba74\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4: 150\uac1c \uc774\uc0c1\uc758 \ubaa8\ub378\uc5d0 \ub300\ud55c \ud558\ub098\uc758 API, \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4 \uac00\uc2dc\uc131, \ub77c\uc6b0\ud305, \uc7a5\uc560 \uc870\uce58 \ubc0f \uc0ac\uc6a9 \ucd94\uc801.<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>\uc6d0\uc2dc \uc0ac\uc6a9\uc790 \uc694\uccad\uacfc \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4.<\/li><li>\uc911\ubcf5, \uc624\ub798\ub41c \ucee8\ud14d\uc2a4\ud2b8 \ubc0f \uad00\ub828 \uc5c6\ub294 \uac80\uc0c9 \uacb0\uacfc\ub97c \uc81c\uac70\ud569\ub2c8\ub2e4.<\/li><li>\uc774\uc804 \ub300\ud654 \uc0c1\ud0dc\uc640 \uc7a5\ud669\ud55c \ub3c4\uad6c \ucd9c\ub825\uc744 \uc555\ucd95\ud569\ub2c8\ub2e4.<\/li><li>\uc815\ub9ac\ub41c \uc694\uccad\uc744 \ud1b5\ud574 \uc804\uc1a1\ud569\ub2c8\ub2e4. <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=token-compression-for-llms\">ShareAI API<\/a>.<\/li><li>\ubaa8\ub378 \uc801\ud569\uc131, \uac00\uaca9, \uc9c0\uc5f0 \uc2dc\uac04, \uac00\uc6a9\uc131 \ubc0f \ub300\uccb4 \ud544\uc694\uc131\uc5d0 \ub530\ub77c \ub77c\uc6b0\ud305\ud569\ub2c8\ub2e4.<\/li><li>\uc751\ub2f5 \ud6c4 \ud488\uc9c8, \ube44\uc6a9 \ubc0f \uc2e4\ud328 \ud328\ud134\uc744 \uce21\uc815\ud569\ub2c8\ub2e4.<\/li><\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\ube4c\ub354\uc758 \uacbd\uc6b0, \uc555\ucd95\uc740 \uc218\uc775\ud654\ub97c \ub354 \uac04\ub2e8\ud558\uac8c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc874 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 ShareAI\ub97c \ud1b5\ud574 AI \ucd94\ub860 \ud2b8\ub798\ud53d\uc744 \ub77c\uc6b0\ud305\ud558\ub294 \uacbd\uc6b0, \ube4c\ub354\ub294 \ucd94\uac00 \uc694\uae08 \ub610\ub294 \ub9c8\uc9c4\uc744 \uc124\uc815\ud558\uace0 \uc0dd\uc131\ub41c \uc0ac\uc6a9\ub7c9\uc5d0 \ub530\ub77c \uc6d4\ubcc4 \uc9c0\uae09\uc744 \ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub354 \uae68\ub057\ud55c \ucee8\ud14d\uc2a4\ud2b8\ub294 \ub77c\uc6b0\ud305\ub41c \uc0ac\uc6a9\ub7c9\uc744 \uace0\uac1d\uc5d0\uac8c \uc124\uba85\ud558\uae30 \uc27d\uac8c \ub9cc\ub4e4\uc5b4\uc90d\ub2c8\ub2e4. \uc774\ub294 \ubb34\uac70\uc6b4 \uc0ac\uc6a9\uc790\uac00 \uc2e4\uc81c\ub85c \uc0dd\uc131\ud55c AI \ud2b8\ub798\ud53d\uc5d0 \ub300\ud574 \ube44\uc6a9\uc744 \uc9c0\ubd88\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc555\ucd95\uc774 \uc791\ub3d9\ud558\ub294\uc9c0 \uce21\uc815\ud558\ub294 \ubc29\ubc95<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ud488\uc9c8\uc774 \uc720\uc9c0\ub418\ub294 \uacbd\uc6b0\uc5d0\ub9cc \uc555\ucd95\uc774 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub97c \uc0dd\uc0b0 \ubcc0\uacbd\ucc98\ub7fc \ucd94\uc801\ud558\uace0, \ub2e8\uc21c\ud55c \ud504\ub86c\ud504\ud2b8 \ud2b8\ub9ad\uc73c\ub85c \uac04\uc8fc\ud558\uc9c0 \ub9c8\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>\uc694\uccad\ub2f9 \uc785\ub825 \ud1a0\ud070:<\/strong> \ud0c0\uac9f \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc758 \uacbd\uc6b0 \uac10\uc18c\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li><li><strong>\ucd9c\ub825 \ud488\uc9c8:<\/strong> \ub300\ud45c\uc801\uc778 \uc791\uc5c5\uc5d0\uc11c \uc548\uc815\uc801\uc73c\ub85c \uc720\uc9c0\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/li><li><strong>\ud3f4\ubc31 \ube44\uc728:<\/strong> \ub354 \uc800\ub834\ud55c \uacbd\ub85c\uac00 \uc57d\ud55c \ucee8\ud14d\uc2a4\ud2b8\ub97c \ubc1b\uae30 \ub54c\ubb38\uc5d0 \uc0c1\uc2b9\ud574\uc11c\ub294 \uc548 \ub429\ub2c8\ub2e4.<\/li><li><strong>\uc9c0\uc5f0 \uc2dc\uac04:<\/strong> \uac1c\uc120\ub418\uc5b4\uc57c \ud558\uba70, \ucd5c\uc18c\ud55c \ubaa8\ub4e0 \uc804\ucc98\ub9ac \ub2e8\uacc4\ub97c \uc815\ub2f9\ud654\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li><li><strong>\uc5d0\uc2a4\uceec\ub808\uc774\uc158 \ube44\uc728:<\/strong> \uc555\ucd95\ub41c \ucee8\ud14d\uc2a4\ud2b8\uac00 \uc0ac\uc6a9\uc790\ub098 \uc5d0\uc774\uc804\ud2b8\ub85c \ud558\uc5ec\uae08 \ub2e4\uc2dc \uc9c8\ubb38\ud558\uac8c \ub9cc\ub4dc\ub294 \uacbd\uc6b0\ub97c \ub4dc\ub7ec\ub0b4\uc57c \ud569\ub2c8\ub2e4.<\/li><li><strong>\uc131\uacf5\uc801\uc778 \uc791\uc5c5\ub2f9 \ube44\uc6a9:<\/strong> \uc694\uccad\ub2f9 \ube44\uc6a9\ub9cc\uc774 \uc544\ub2c8\ub77c \uac10\uc18c\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uc88b\uc740 \ud14c\uc2a4\ud2b8 \uc138\ud2b8\uc5d0\ub294 \uc9e7\uc740 \ud504\ub86c\ud504\ud2b8, \uae34 \ud504\ub86c\ud504\ud2b8, \ub3c4\uad6c \uc911\uc2ec\uc758 \uc5d0\uc774\uc804\ud2b8 \uc791\uc5c5, RAG \uc9c8\ubb38, \uadf8\ub9ac\uace0 \ucee8\ud14d\uc2a4\ud2b8\uac00 \ubd80\uc871\ud560 \uacbd\uc6b0 \uc798\ubabb\ub41c \ub2f5\ubcc0\uc744 \ucd08\ub798\ud560 \uc218 \uc788\ub294 \uc5e3\uc9c0 \ucf00\uc774\uc2a4\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc555\ucd95 \uc2e4\ud589\uacfc \ube44\uc555\ucd95 \uc2e4\ud589\uc744 \ube44\uad50\ud55c \ud6c4 \uc555\ucd95\uc744 \uae30\ubcf8\uac12\uc73c\ub85c \uc124\uc815\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uacf5\uaca9\uc801\uc73c\ub85c \uc555\ucd95\ud558\uc9c0 \ub9d0\uc544\uc57c \ud560 \ub54c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc555\ucd95\uc5d0\ub294 \ud2b8\ub808\uc774\ub4dc\uc624\ud504\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub258\uc559\uc2a4\ub97c \uc81c\uac70\ud558\uac70\ub098, \ubd88\ud655\uc2e4\uc131\uc744 \uc228\uae30\uac70\ub098, \ubaa8\ub378\uc774 \ud544\uc694\ub85c \ud558\ub294 \uc99d\uac70\ub97c \ud3c9\ud0c4\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc815\ud655\ud55c \ud45c\ud604\uc774 \uc911\uc694\ud55c \uacbd\uc6b0, \ubaa8\ub378\uc774 \uacc4\uc57d\uc11c\ub098 \uc815\ucc45\uc744 \ucd94\ub860\ud574\uc57c \ud558\ub294 \uacbd\uc6b0, \uc778\uc6a9\uc774 \ubcf4\uc874\ub418\uc5b4\uc57c \ud558\ub294 \uacbd\uc6b0, \ub610\ub294 \uc0ac\uc6a9\uc790\uac00 \uba85\uc2dc\uc801\uc73c\ub85c \ucca0\uc800\ud55c \uc18c\uc2a4 \uc790\ub8cc\ub97c \uc694\uccad\ud558\ub294 \uacbd\uc6b0\uc5d0\ub294 \ub354 \uac00\ubcbc\uc6b4 \uc555\ucd95\uc744 \uc0ac\uc6a9\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uac00\uc7a5 \uc548\uc804\ud55c \ud328\ud134\uc740 \uc810\uc9c4\uc801 \uc555\ucd95\uc785\ub2c8\ub2e4. \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uace0\ud488\uc9c8\uc758 \uc18c\uc2a4 \uc790\ub8cc\ub97c \uc720\uc9c0\ud558\uace0, \ubaa8\ub378\uc5d0 \uac04\uacb0\ud55c \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc804\ub2ec\ud558\uba70, \uc791\uc5c5\uc774 \uac80\uc99d\uc744 \uc694\uad6c\ud560 \ub54c \uc6d0\ub798\uc758 \uc99d\uac70\ub97c \ub2e4\uc2dc \uac80\uc0c9\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQ: LLM\uc744 \uc704\ud55c \ud1a0\ud070 \uc555\ucd95<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">LLM\uc744 \uc704\ud55c \ud1a0\ud070 \uc555\ucd95\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\uc744 \uc704\ud55c \ud1a0\ud070 \uc555\ucd95\uc740 \ubaa8\ub378 \ud638\ucd9c \uc804\uc5d0 \ubd88\ud544\uc694\ud55c \uc785\ub825 \ud14d\uc2a4\ud2b8\ub97c \uc904\uc774\uba74\uc11c\ub3c4 \uc88b\uc740 \uc751\ub2f5\uc5d0 \ud544\uc694\ud55c \uc0ac\uc2e4, \uc9c0\uce68, \uc81c\uc57d \uc870\uac74\uc744 \ubcf4\uc874\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud1a0\ud070 \uc555\ucd95\uc774 \ub354 \uc791\uc740 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uacfc \ub3d9\uc77c\ud55c\uac00\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc544\ub2c8\uc694. \uc555\ucd95\uc740 \uc694\uccad\uc744 \uc904\uc5ec\uc90d\ub2c8\ub2e4. \ubaa8\ub378 \uc120\ud0dd\uc740 \uadf8 \uc694\uccad\uc774 \uc5b4\ub514\ub85c \uac08\uc9c0\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4. \uac00\uc7a5 \uac15\ub825\ud55c \uc124\uc815\uc740 \uc885\uc885 \ub458 \ub2e4 \uc218\ud589\ud569\ub2c8\ub2e4: \uba3c\uc800 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc555\ucd95\ud55c \ud6c4 \uc62c\ubc14\ub978 \ubaa8\ub378\ub85c \ub77c\uc6b0\ud305\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ShareAI\uac00 \ud504\ub86c\ud504\ud2b8\ub97c \uc790\ub3d9\uc73c\ub85c \uc555\ucd95\ud558\ub098\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc555\ucd95\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uce21\uc758 \uc124\uacc4 \uc120\ud0dd\uc785\ub2c8\ub2e4. ShareAI\ub294 AI \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4\uc640 API \uacc4\uce35\uc744 \uc81c\uacf5\ud558\uc5ec \ubaa8\ub378 \uc561\uc138\uc2a4, \ub77c\uc6b0\ud305, \uc7a5\uc560 \uc870\uce58 \ubc0f \uc0ac\uc6a9 \uac00\uc2dc\uc131\uc744 \uc9c0\uc6d0\ud558\uba70, \uc774\ub294 \uc571\uc774 \uc694\uccad\uc744 \uc900\ube44\ud55c \ud6c4\uc5d0 \uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc555\ucd95\uc774 LLM \ube44\uc6a9 \uc808\uac10\uc5d0 \uc5b4\ub5bb\uac8c \ub3c4\uc6c0\uc774 \ub418\ub098\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub300\ubd80\ubd84\uc758 AI API\ub294 \uc785\ub825 \ubc0f \ucd9c\ub825 \ud1a0\ud070\uc744 \uae30\uc900\uc73c\ub85c \uc0ac\uc6a9 \ube44\uc6a9\uc744 \ucc45\uc815\ud569\ub2c8\ub2e4. \uc785\ub825 \ud1a0\ud070\uc744 \uc548\uc804\ud558\uac8c \uc904\uc774\uba74\uc11c \ud488\uc9c8\uc744 \uc548\uc815\uc801\uc73c\ub85c \uc720\uc9c0\ud558\uba74 \uc131\uacf5\uc801\uc778 \uc791\uc5c5\ub2f9 \ube44\uc6a9\uc774 \uac10\uc18c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud1a0\ud070 \uc555\ucd95\uc774 \uc751\ub2f5 \ud488\uc9c8\uc5d0 \uc601\ud5a5\uc744 \uc904 \uc218 \uc788\ub098\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub124. \uacfc\ub3c4\ud55c \uc555\ucd95\uc740 \uc99d\uac70, \ub258\uc559\uc2a4 \ub610\ub294 \uc81c\uc57d\uc744 \uc81c\uac70\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc555\ucd95\ub41c \ud504\ub86c\ud504\ud2b8\ub97c \uc2e4\uc81c \uc791\uc5c5\uc5d0 \ub300\ud574 \ud14c\uc2a4\ud2b8\ud558\uace0 \uc751\ub2f5 \ud488\uc9c8, \uc7a5\uc560\uc728 \ubc0f \uc0ac\uc6a9\uc790 \uc218\uc815 \uc0ac\ud56d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uc138\uc694.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ube4c\ub354\ub4e4\uc774 \uc555\ucd95\uc5d0 \ub300\ud574 \uc54c\uc544\uc57c \ud560 \uac83\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uae30\uc874 \uc571\uc5d0\uc11c ShareAI\ub97c \ud1b5\ud574 AI \uc0ac\uc6a9\uc744 \ub77c\uc6b0\ud305\ud558\ub294 \ube4c\ub354\ub4e4\uc740 \uc555\ucd95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub77c\uc6b0\ud305\ub41c \ud2b8\ub798\ud53d\uc744 \ub354 \uae68\ub057\ud558\uac8c \uc720\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uc804\ud788 \ucd94\uac00 \uc694\uae08\uc774\ub098 \ub9c8\uc9c4\uc744 \uc124\uc815\ud558\uace0 \uc0dd\uc131\ub41c \uc0ac\uc6a9\ub7c9\uc73c\ub85c\ubd80\ud130 \uc6d4\ubcc4 \uc9c0\uae09\uc744 \ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud1a0\ud070 \uc555\ucd95\uc774 RAG\uc5d0 \uc720\uc6a9\ud55c\uac00\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub124. RAG \uc2dc\uc2a4\ud15c\uc740 \uc885\uc885 \uc911\ubcf5\ub418\uac70\ub098 \uc57d\uac04 \uad00\ub828\ub41c \uccad\ud06c\ub97c \ubcf4\ub0c5\ub2c8\ub2e4. \uc555\ucd95\uc740 \uc911\ubcf5 \uc81c\uac70, \ud544\ud130\ub9c1 \ubc0f \ud604\uc7ac \uc9c8\ubb38\uc5d0 \ub2f5\ud558\ub294 \uad6c\uc808\uc744 \ucd94\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud504\ub86c\ud504\ud2b8 \uce90\uc2f1\uc774 \uc555\ucd95\uc744 \ub300\uccb4\ud560 \uc218 \uc788\ub098\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc544\ub2c8\uc694. \ud504\ub86c\ud504\ud2b8 \uce90\uc2f1\uc740 \uc9c0\uc6d0\ub418\ub294 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ubc18\ubcf5\ub418\ub294 \uc811\ub450\uc5b4\uc5d0 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc9c0\ub9cc, \ucee8\ud14d\uc2a4\ud2b8\uac00 \ud63c\ub780\uc2a4\ub7fd\uac70\ub098 \uc624\ub798\ub418\uc5c8\uac70\ub098 \uc911\ubcf5\ub418\uc5c8\uac70\ub098 \uc791\uc5c5\uc5d0 \ube44\ud574 \ub108\ubb34 \ud074 \ub54c\ub294 \uc5ec\uc804\ud788 \uc555\ucd95\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc5b4\ub5a4 \ud300\uc774 \ud1a0\ud070 \uc555\ucd95\uc73c\ub85c \uac00\uc7a5 \ud070 \ud61c\ud0dd\uc744 \ubc1b\ub098\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uae34 \ucc44\ud305 \uae30\ub85d, \ub3c4\uad6c \uc911\uc2ec \uc5d0\uc774\uc804\ud2b8, \ubb38\uc11c \uc6cc\ud06c\ud50c\ub85c\uc6b0, \uc9c0\uc6d0 \uc790\ub3d9\ud654, \uc5f0\uad6c \ubcf4\uc870 \ubc0f RAG \uc2dc\uc2a4\ud15c\uc744 \uc0ac\uc6a9\ud558\ub294 \ud300\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \uc555\ucd95\uc758 \ud544\uc694\uc131\uc744 \uac00\uc7a5 \uba85\ud655\ud788 \ub290\ub08d\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc555\ucd95 \ud14c\uc2a4\ud2b8\ub97c \uc5b4\ub5bb\uac8c \uc2dc\uc791\ud574\uc57c \ud558\ub098\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ube44\uc6a9\uc774 \ub9ce\uc774 \ub4dc\ub294 \uc6cc\ud06c\ud50c\ub85c\ub97c \uc120\ud0dd\ud558\uace0, \ub300\ud45c\uc801\uc778 \uc694\uccad\uc744 \ucea1\ucc98\ud55c \ud6c4 \uc555\ucd95\ub41c \ubc84\uc804\uc744 \uc0dd\uc131\ud558\uc5ec \ud1a0\ud070 \uc0ac\uc6a9, \ub2f5\ubcc0 \ud488\uc9c8, \uc9c0\uc5f0 \uc2dc\uac04, \uc131\uacf5\uc801\uc778 \uc791\uc5c5\ub2f9 \ube44\uc6a9\uc744 \ube44\uad50\ud558\uc138\uc694.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc555\ucd95\uc740 AI \ub77c\uc6b0\ud305\uacfc \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub098\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc555\ucd95\uc740 \ub354 \uae68\ub057\ud55c \uc694\uccad\uc744 \uc900\ube44\ud569\ub2c8\ub2e4. \ub77c\uc6b0\ud305\uc740 \uac00\uaca9, \uc9c0\uc5f0 \uc2dc\uac04, \uac00\uc6a9\uc131, \uc2e0\ub8b0\uc131, \ud488\uc9c8 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \ud574\ub2f9 \uc694\uccad\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \ubaa8\ub378 \ub610\ub294 \uc81c\uacf5\uc790 \uacbd\ub85c\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ub2e4\uc74c \ub2e8\uacc4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ucee8\ud14d\uc2a4\ud2b8 \ud33d\ucc3d\uc774 \ub208\uc5d0 \ub744\ub294 \ud558\ub098\uc758 \uc6cc\ud06c\ud50c\ub85c\ubd80\ud130 \uc2dc\uc791\ud558\uc138\uc694. \uc18c\uc74c\uc774 \ub9ce\uc740 \ubd80\ubd84\uc744 \uc555\ucd95\ud558\uace0 \uc911\uc694\ud55c \uc99d\uac70\ub97c \uc720\uc9c0\ud55c \ub2e4\uc74c ShareAI\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud558\ub098\uc758 API\ub97c \ud1b5\ud574 \ubaa8\ub378 \uacbd\ub85c\ub97c \ube44\uad50\ud558\uc138\uc694. \uc2e4\uc9c8\uc801\uc778 \ubaa9\ud45c\ub294 \uac04\ub2e8\ud569\ub2c8\ub2e4: \ub0ad\ube44\ub418\ub294 \ud1a0\ud070\uc744 \uc904\uc774\uace0, \ud53c\ud560 \uc218 \uc788\ub294 \uc5d0\uc2a4\uceec\ub808\uc774\uc158\uc744 \uc904\uc774\uba70, \ub354 \uba85\ud655\ud55c \uc0ac\uc6a9 \ub370\uc774\ud130\ub97c \uc5bb\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>\ud1a0\ud070 \uc555\ucd95\uc740 \ud300\uc774 \ubaa8\ub378 \ud638\ucd9c \uc804\uc5d0 \ubd88\ud544\uc694\ud55c \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc81c\uac70\ud558\ub3c4\ub85d \ub3c4\uc640 \ube44\uc6a9\uc744 \uc904\uc774\uace0 \ub77c\uc6b0\ud305 \uacb0\uc815\uc744 \uac1c\uc120\ud558\uba70 \ud488\uc9c8 \uc0c1\uc758 \ud2b8\ub808\uc774\ub4dc\uc624\ud504\ub97c \uc228\uae30\uc9c0 \uc54a\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cta-title":"Integrate one API","cta-description":"Access 150+ models with smart routing and failover.","cta-button-text":"View Docs","cta-button-link":"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=token-compression-for-llms","rank_math_title":"Token Compression for LLMs: Cut Context Cost Before Routing","rank_math_description":"Token compression for LLMs reduces context bloat before routing. Learn where to compress prompts, tool outputs, RAG chunks, and logs.","rank_math_focus_keyword":"token compression for LLMs, LLM token compression, reduce LLM token costs, AI API cost optimization","footnotes":""},"categories":[6,4],"tags":[42,46,224,225,223],"class_list":["post-3114","post","type-post","status-publish","format-standard","hentry","category-insights","category-developers","tag-ai-api-routing","tag-ai-gateway","tag-llm-cost-optimization","tag-rag","tag-token-compression"],"_links":{"self":[{"href":"https:\/\/shareai.now\/ko\/api\/wp\/v2\/posts\/3114","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shareai.now\/ko\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shareai.now\/ko\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shareai.now\/ko\/api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/ko\/api\/wp\/v2\/comments?post=3114"}],"version-history":[{"count":2,"href":"https:\/\/shareai.now\/ko\/api\/wp\/v2\/posts\/3114\/revisions"}],"predecessor-version":[{"id":3123,"href":"https:\/\/shareai.now\/ko\/api\/wp\/v2\/posts\/3114\/revisions\/3123"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/ko\/api\/wp\/v2\/media?parent=3114"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/ko\/api\/wp\/v2\/categories?post=3114"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/ko\/api\/wp\/v2\/tags?post=3114"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}