{"id":33224,"date":"2024-10-02T17:55:57","date_gmt":"2024-10-02T08:55:57","guid":{"rendered":"https:\/\/www.synapsoft.co.kr\/?p=33224"},"modified":"2024-10-02T17:56:45","modified_gmt":"2024-10-02T08:56:45","slug":"llm-%ed%94%84%eb%a1%9c%ec%a0%9d%ed%8a%b8-%ea%b5%ac%ec%b6%95-%ec%82%ac%eb%a1%80","status":"publish","type":"post","link":"https:\/\/www.synapsoft.co.kr\/blog\/33224\/","title":{"rendered":"LLM \ud504\ub85c\uc81d\ud2b8 \uc27d\uac8c \uc811\uadfc\ud558\uae30: \uc2dc\uc791 \ud3b8"},"content":{"rendered":"

[et_pb_section fb_built=”1″ _builder_version=”4.16″ min_height=”100px” custom_padding=”15px|10px|0|10px|false|false” da_disable_devices=”off|off|off” global_module=”32938″ saved_tabs=”all” global_colors_info=”{}” theme_builder_area=”post_content” da_is_popup=”off” da_exit_intent=”off” da_has_close=”on” da_alt_close=”off” da_dark_close=”off” da_not_modal=”on” da_is_singular=”off” da_with_loader=”off” da_has_shadow=”on”][et_pb_row _builder_version=”4.16″ width=”100%” custom_padding=”12px|||||” border_color_all=”#eeeeee” border_width_bottom=”1px” border_color_bottom=”#eeeeee” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||” theme_builder_area=”post_content”][et_pb_post_title author=”off” date_format=”Y-m-d” comments=”off” featured_image=”off” _builder_version=”4.22.1″ title_font=”Noto Sans|700|||||||” meta_font=”Noto Sans||||||||” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_post_title][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ _builder_version=”4.25.2″ _module_preset=”default” custom_margin=”0px||0px||false|false” custom_padding=”0px||0px||false|false” da_disable_devices=”off|off|off” global_colors_info=”{}” theme_builder_area=”post_content” da_is_popup=”off” da_exit_intent=”off” da_has_close=”on” da_alt_close=”off” da_dark_close=”off” da_not_modal=”on” da_is_singular=”off” da_with_loader=”off” da_has_shadow=”on”][et_pb_row _builder_version=”4.25.2″ _module_preset=”default” min_height=”45px” custom_margin=”0px||0px||false|false” custom_padding=”0px||0px||false|false” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.25.2″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.25.2″ _module_preset=”default” custom_margin=”0px||0px||false|false” custom_padding=”0px||0px||false|false” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”4_4″ _builder_version=”4.25.2″ _module_preset=”default” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_text _builder_version=”4.25.2″ _module_preset=”default” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]<\/p>\n

LLM <\/span>\ud504\ub85c\uc81d\ud2b8 \uad6c\ucd95 \uad00\uc2ec \uac00\uc9c0\uc2e0 \uc5ec\ub7ec\ubd84 \uc548\ub155\ud558\uc138\uc694, <\/span>\uc0ac\uc774\ub0c5\uc18c\ud504\ud2b8\uc785\ub2c8\ub2e4 \ud83e\udd70<\/p>\n

\uc0dd\uc131\ud615 AI (LLM) <\/span>\uc11c\ube44\uc2a4\ub97c \uc0ac\ub0b4\uc5d0 \uad6c\ucd95\ud558\ub824\uace0 \ud558\ub2e4 \ubcf4\uba74 \ud55c\ub2e8\uacc4\uc529 \ud574\uacb0\ud574\uc57c \ud560 \uacfc\uc81c\uac00 \uc788\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n

\uc774\ubc88 \uc2dc\uac04\uc5d0\ub294 \uac00\uc0c1\uc758 \ud504\ub85c\uc81d\ud2b8 \uad6c\ucd95 \uacfc\uc815\uc744 \uac00\ubccd\uac8c \ub530\ub77c\uac00\uba74\uc11c, <\/span>\uc5b4\ub5a4 \uae30\uc220\uacfc \uc790\uc6d0\uc774 \ubb38\uc81c \ud574\uacb0\uc5d0 \ud544\uc694\ud55c\uc9c0 \ub9e5\ub77d\uc744 \uc54c\uc544\ubd05\ub2c8\ub2e4. \u00a0<\/span><\/p>\n

<\/span><\/p>\n

<\/span><\/p>\n

\"AI<\/span><\/p>\n

\uc870\uae08 \uc624\ub798\ub41c \uac15\uc758\uc774\uc9c0\ub9cc AI <\/span>\uc11d\ud559 \uc564\ub4dc\ub958 \uc751 \uad50\uc218\uac00 \u2018<\/span>\ubaa8\ub450\ub97c \uc704\ud55c AI(AI For Everyone)\u2019<\/span>\uc5d0\uc11c \uc778\uacf5\uc9c0\ub2a5 \ud504\ub85c\uc81d\ud2b8 \uad6c\ucd95\uc5d0 \ub300\ud55c \uc870\uc5b8\uc744 \ud558\ub294\ub370\uc694. (https:\/\/www.deeplearning.ai\/courses\/ai-for-everyone\/<\/a>) <\/span><\/p>\n

\ucc98\uc74c\uc5d0 \uc870\uc9c1\uc5d0 \uc801\uc6a9\ud560 \uc0ac\ub840\ub85c\ub294 \ubb34\uc870\uac74 \uc791\uace0, <\/span>\uac00\ubccd\uace0, <\/span>\ube60\ub974\uac8c \uc2dc\ub3c4\ud574\uc11c \uc2e4\uc81c\ub85c \ubcc0\ud654\ub97c \ub290\ub084 \uc218 \uc788\ub294 \ud504\ub85c\uc81d\ud2b8\ub85c \uc2dc\uc791\ud558\ub77c\uace0 \ud569\ub2c8\ub2e4.<\/p>\n

\uc564\ub4dc\ub958 \uc751\uc740 \ub9ce\uc740 \uc790\uc6d0\uc744 \ud22c\uc785\ud574\uc11c \ud55c\ubc88\uc5d0 \uc131\uacf5\uc2dc\ud0a4\ub824\uace0 \ud558\ub294 \uac83 \ubcf4\ub2e4 \uc870\uc9c1\uc6d0\ub4e4\uc774 \uc774\ub7ec\ud55c \ubc29\uc2dd\uc758 \ubb38\uc81c \ud574\uacb0 \uacfc\uc815\uc5d0 \uc775\uc219\ud574\uc9c8 \uc218 \uc788\uc5b4\uc57c \ud55c\ub2e4\uace0 \ub9d0\ud569\ub2c8\ub2e4. <\/span><\/p>\n

\u00a0<\/span><\/p>\n

\uadf8\ub7f0 \uc870\uc5b8\uc744 \ub530\ub77c\uc11c \uac00\ubcbc\uc6b4 \ud504\ub85c\uc81d\ud2b8\ub85c \uc2dc\uc791\ud574 \ubcfc\uae4c\uc694?<\/p>\n

<\/span><\/p>\n

<\/span><\/p>\n

\uc2dc\uc791\uc73c\ub85c \uac00\ubcbc\uc6b4 LLM <\/span>\ud504\ub85c\uc81d\ud2b8 \ub9cc\ub4e4\uae30<\/strong><\/h2>\n

\uc0ac\ub840: <\/span>\uc544\ub974\ubc14\uc774\ud2b8 \ub9e4\ub274\uc5bc \ubb38\uc758\uc0ac\ud56d \ucc57\ubd07<\/strong><\/p>\n

\uc5ec\ub860\uc870\uc0ac \uae30\uad00\uc5d0\uc11c \uc544\ub974\ubc14\uc774\ud2b8\uc0dd\uc744 \uc704\ud55c \ub9e4\ub274\uc5bc \ubb38\uc758\uc0ac\ud56d \ucc57\ubd07\uc744 \ub9cc\ub4e4\uc5c8\ub2e4\uace0 \ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n

\u00a0<\/span><\/p>\n

\ubc30\uacbd: <\/span><\/strong><\/h3>\n

\ub300\uc120\uc774\ub098 \ucd1d\uc120 \uae30\uac04\uc774 \ub418\uba74 \uc5ec\ub860\uc870\uc0ac \uae30\uad00\uc740 \ud22c\ud45c\uc77c \uc804\ub0a0\uacfc \ub2f9\uc77c 2<\/span>\uc77c \uc815\ub3c4 \uc5c5\ubb34\ud574\uc904 1<\/span>\ub9cc\uba85 \uc815\ub3c4\uc758 \ub2e8\uae30 \uc544\ub974\ubc14\uc774\ud2b8 \uc0dd\uc744 \uc804\uad6d\uc5d0\uc11c \uace0\uc6a9\ud569\ub2c8\ub2e4. <\/span>\uc774 \uacfc\uc815\uc744 \uac04\ub2e8\ud788 \uc815\ub9ac\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

    \n
  1. <\/span>\uc544\ub974\ubc14\uc774\ud2b8 \uacf5\uace0\ub97c \ud655\uc778\ud558\uace0<\/li>\n
  2. \ub0a0\uc9dc\uc640 \uae08\uc561, <\/span>\uc5c5\ubb34 \uc9c0\uc5ed, <\/span>\uc5c5\ubb34 \ub0b4\uc6a9 \ub4f1 \uc5c5\ubb34 \uc870\uac74\uc5d0 \ub9de\uc73c\uba74 \uc9c0\uc6d0\uc11c\ub958\ub97c \uc791\uc131\ud558\uace0 \ub300\uae30\ud558\uace0<\/strong><\/li>\n
  3. \uc544\ub974\ubc14\uc774\ud2b8 \uc9c0\uc5ed, <\/span>\uc870, <\/span>\uad50\uc721\uc77c\uc815 \ubc30\uc815 \uacb0\uacfc\uac00 \ub098\uc624\uba74<\/strong><\/li>\n
  4. \uc544\ub974\ubc14\uc774\ud2b8\ub97c \uc218\ub77d\ud560\uc9c0 \ub9d0\uc9c0 \uacb0\uc815\ud558\uace0 \ub2f5\uc7a5\uc744 \ubcf4\ub0c5\ub2c8\ub2e4<\/strong><\/li>\n
  5. \uc544\ub974\ubc14\uc774\ud2b8 \uad50\uc721\uc774 \uc774\ub8e8\uc5b4\uc9c0\uace0<\/li>\n
  6. \uad50\uc721 \ubc1b\uc740 \uc544\ub974\ubc14\uc774\ud2b8 \ub9e4\ub274\uc5bc\uc5d0 \ub300\ud574\uc11c \ubcf8\uc0ac\uc5d0 \uc544\ub974\ubc14\uc774\ud2b8\uc0dd\ub4e4\uc774 \uc9c8\ubb38\ud558\uace4 \ud569\ub2c8\ub2e4.<\/span><\/strong><\/li>\n
  7. <\/span>\uc5c5\ubb34\ub97c \uc644\ub8cc\ud55c \uc0ac\ub78c\ub4e4\uc774 \uc5c5\ubb34\ub97c \uc99d\ube59\ud558\uace0 \uae09\uc5ec\ub97c \uc9c0\uae09\ubc1b\uc2b5\ub2c8\ub2e4<\/li>\n<\/ol>\n

    \u00a0<\/span><\/p>\n

    \ubcf4\ud1b5 1<\/span>\ub9cc\uba85\uc758 \uc544\ub974\ubc14\uc774\ud2b8\uc0dd\uc744 \ubf51\uae30 \uc704\ud574 \uc9c0\uc6d0\ud558\ub294 \uc0ac\ub78c\uc740 \uc57d 2<\/span>\ub9cc\uba85, <\/span>\uc9c8\ubb38\uc740 \ud558\ub8e8\uc5d0 200<\/span>\uac74\uc5d0\uc11c 500<\/span>\uac74 \uc815\ub3c4\uac00 \ub4e4\uc5b4\uc635\ub2c8\ub2e4. <\/span><\/p>\n

    \uc548\ub0b4 \ud398\uc774\uc9c0\ub97c \uaf3c\uaf3c\ud788 \uc81c\uc791\ud558\uace0 \uac1c\ubcc4 \uc548\ub0b4\ub97c \ud574\ub3c4 \uc65c \ubb38\uc758\uac00 \ub9ce\uc774 \ub4e4\uc5b4\uc62c\uae4c\uc694?<\/span><\/p>\n

    1. \uc5c5\ubb34 \uc870\uac74\uacfc \uae09\uc5ec\uc5d0 \ub300\ud55c \ubb38\uc758\ub294 \ub9e4\ub274\uc5bc\uc744 \ubc14\ud0d5\uc73c\ub85c \uacc4\uc0b0\uc774 \ud544\uc694\ud55c \uc601\uc5ed\uc785\ub2c8\ub2e4. <\/span><\/p>\n

    2. \uc5ec\ub860\uc870\uc0ac \ud604\uc7a5\uc774 \uc804\uad6d \uac01\uc9c0\uc774\ub2e4 \ubcf4\ub2c8 \uc608\uc678\uc0ac\ud56d\uc774 \ub9ce\uc544 \uc5c5\ubb34 \ub9e4\ub274\uc5bc\uc774 \ubc29\ub300\ud55c\ub370, <\/span>\uc0ac\ub78c\ub4e4\uc740 \uc790\uae30\uc5d0\uac8c \ud544\uc694\ud55c \ubd80\ubd84\uc744 \ucc3e\uc544\ubcf4\ub294 \uac83\uc744 \uc5b4\ub824\uc6cc\ud569\ub2c8\ub2e4. <\/span><\/p>\n

    \u00a0<\/span><\/p>\n

    \u00a0<\/span><\/p>\n\n\n\n\n\n\n
    \uc8fc\uc694 \uc9c8\ubb38<\/td>\n\ub2f5\ubcc0<\/td>\n<\/tr>\n
    \uc81c\uac00 A<\/span>\uc9c0\uc5ed\uc5d0\uc11c \ud300\uc7a5\/<\/span>\ud300\uc6d0\uc73c\ub85c \uadfc\ubb34\ud558\uba74 \uae09\uc5ec\uac00 XXX<\/span>\uac00 \ub9de\ub098\uc694? <\/span><\/td>\n\ub124, <\/span>\uae09\uc5ec\uacc4\uc0b0 \ub9e4\ub274\uc5bc\uc5d0 \ub530\ub77c \uacc4\uc0b0\ud558\uba74 \u00a0\u2018A\u2019<\/span>\uc9c0\uc5ed\uc740 \ube44–<\/span>\uc219\ubc15 \uc9c0\uc5ed\uc73c\ub85c \ud300\uc7a5\uc758 \uacbd\uc6b0 XXX <\/span>\uc6d0\uc785\ub2c8\ub2e4. <\/span><\/td>\n<\/tr>\n
    \uc2e0\uccad\uc790 231415 <\/span>\uc785\ub2c8\ub2e4. <\/span>\ubc30\uc815 \uacb0\uacfc \ub098\uc654\ub098\uc694?<\/span><\/td>\n\ub124, <\/span>\uc548\ub0b4 \ubb38\uc790\uac00 \uae08\uc77c 2<\/span>\uc2dc\uc5d0 \ub098\uac08 \uc608\uc815\uc785\ub2c8\ub2e4. \u2018231415\u2019<\/span>\ub2d8\uc740 \u2018B\u2019<\/span>\uc9c0\uc5ed \u2018<\/span>\ud300\uc6d0\u2019<\/span>\uc73c\ub85c \ubc30\uc815\ub418\uc5c8\uc2b5\ub2c8\ub2e4. <\/span><\/td>\n<\/tr>\n
    \ud604\uc7ac \uc785\uad6c\uac00 \ub450\uac1c\uc778 \uacf3\uc5d0\uc11c \uc5ec\ub860\uc870\uc0ac \ubd80\uc2a4\ub97c \uc124\uce58\ud574\uc57c\ud569\ub2c8\ub2e4.\u00a0 \uacc4\ub2e8\uc774 \uac00\uc6b4\ub370 \uc788\ub294\ub370 \uc5b4\ub5bb\uac8c \ud574\uc57c\ud558\ub098\uc694?<\/td>\n\uc5c5\ubb34 \ub9e4\ub274\uc5bc 42page\ub97c \ubcf4\uc2dc\uba74 \uc591 \uc785\uad6c\uc5d0 \uc0ac\ub78c\uc744 \ub098\ub204\uc5b4 \ubc30\uce58\ud558\uace0 \ubd80\uc2a4\ub294 15\ubbf8\ud130 \ub5a8\uc5b4\uc9c4 \uacf3\uc5d0\uc11c \ud55c\uac1c \uc124\uce58\ud558\ub3c4\ub85d \ub418\uc5b4\uc788\uc2b5\ub2c8\ub2e4.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u00a0<\/span><\/p>\n

    AI <\/span>\uc11c\ube44\uc2a4\ub97c \uad6c\ucd95\ud574 \ud574\uacb0\ud558\uae30 \uc88b\uc740 \ubb38\uc81c\uc758 \uc120\ud0dd:<\/span><\/strong><\/h3>\n

    \uc9c8\ubb38\uc758 \ub0b4\uc6a9\uacfc \ub2f5\ubcc0\uc758 \ubc94\uc704\ub294 \uc815\ud574\uc838 \uc788\uc2b5\ub2c8\ub2e4. <\/span>\ud06c\uac8c \ub450 \ud30c\ud2b8\ub85c \ub098\ub215\ub2c8\ub2e4.<\/p>\n

    \u00a0<\/span>\uc544\ub974\ubc14\uc774\ud2b8 \uc2e0\uccad\uc790\uac00 \uc2e0\uccad\uc744 \ud655\uc815\ud588\ub294\uc9c0\uc5d0 \ub300\ud55c \ub370\uc774\ud130, <\/span>\uc5c5\ubb34 \uc7a5\uc18c \ubc30\uc815\uc5d0 \ub300\ud55c \uac74\uc740 SQL<\/span>\ub85c \ub41c DB<\/span>\uc5d0 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc800\uc7a5, <\/span>\uc218\uc815\ub429\ub2c8\ub2e4. <\/span><\/p>\n

    \uae09\uc5ec\uc640 \uc5c5\ubb34\uc5d0 \ub300\ud55c \uc9c8\ubb38\uc740 \ub9e4\ub144 \uac70\uc758 \ubc14\ub00c\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n\n\n\n\n\n\n
    \uc8fc\uc694 \uc9c8\ubb38<\/td>\n\ub2f5\ubcc0<\/td>\n\ub2f5\ubcc0 \ucd9c\ucc98<\/td>\n<\/tr>\n
    \uc81c\uac00 A<\/span>\uc9c0\uc5ed\uc5d0\uc11c \ud300\uc7a5\/<\/span>\ud300\uc6d0\uc73c\ub85c \uadfc\ubb34\ud558\uba74 \uae09\uc5ec\uac00 XXX<\/span>\uac00 \ub9de\ub098\uc694? <\/span><\/td>\n\ub124, <\/span>\uae09\uc5ec\uacc4\uc0b0 \ub9e4\ub274\uc5bc\uc5d0 \ub530\ub77c \uacc4\uc0b0\ud558\uba74 \u00a0\u2018A\u2019<\/span>\uc9c0\uc5ed\uc740 \ube44–<\/span>\uc219\ubc15 \uc9c0\uc5ed\uc73c\ub85c \ud300\uc7a5\uc758 \uacbd\uc6b0 XXX <\/span>\uc6d0\uc785\ub2c8\ub2e4.<\/span><\/td>\npdf<\/span>\ub9e4\ub274\uc5bc\uc5d0 \uc788\ub294 \ud45c\ub97c \ubc14\ud0d5\uc73c\ub85c \uacc4\uc0b0<\/td>\n<\/tr>\n
    \uc2e0\uccad\uc790 231415 <\/span>\uc785\ub2c8\ub2e4. <\/span>\ubc30\uc815 \uacb0\uacfc \ub098\uc654\ub098\uc694?<\/span><\/td>\n\ub124, <\/span>\uc548\ub0b4 \ubb38\uc790\uac00 \uae08\uc77c 2<\/span>\uc2dc\uc5d0 \ub098\uac08 \uc608\uc815\uc785\ub2c8\ub2e4. \u2018231415\u2019<\/span>\ub2d8\uc740 \u2018B\u2019<\/span>\uc9c0\uc5ed \u2018<\/span>\ud300\uc6d0\u2019<\/span>\uc73c\ub85c \ubc30\uc815\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/td>\n\uc9c0\uc6d0\uc790 DB (SQL)<\/span><\/td>\n<\/tr>\n
    \ud604\uc7ac \uc785\uad6c\uac00 \ub450\uac1c\uc778 \uacf3\uc5d0\uc11c \uc5ec\ub860\uc870\uc0ac \ubd80\uc2a4\ub97c \uc124\uce58\ud574\uc57c\ud569\ub2c8\ub2e4.\u00a0 \uacc4\ub2e8\uc774 \uac00\uc6b4\ub370 \uc788\ub294\ub370 \uc5b4\ub5bb\uac8c \ud574\uc57c\ud558\ub098\uc694?<\/td>\n\uc5c5\ubb34 \ub9e4\ub274\uc5bc 42page\ub97c \ubcf4\uc2dc\uba74 \uc591 \uc785\uad6c\uc5d0 \uc0ac\ub78c\uc744 \ub098\ub204\uc5b4 \ubc30\uce58\ud558\uace0 \ubd80\uc2a4\ub294 15\ubbf8\ud130 \ub5a8\uc5b4\uc9c4 \uacf3\uc5d0\uc11c \ud55c\uac1c \uc124\uce58\ud558\ub3c4\ub85d \ub418\uc5b4\uc788\uc2b5\ub2c8\ub2e4.<\/td>\npdf<\/span>\ub9e4\ub274\uc5bc\uc5d0 \uc788\ub294 \uae00<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u00a0<\/span><\/p>\n

    LLM<\/span>\uc744 \uc774\uc6a9\ud558\uba74 \uc88b\uc744 \uc5c5\ubb34\uc785\ub2c8\ub2e4.<\/span><\/p>\n

    \u00a0<\/span><\/p>\n

    \uae30\uc874 \ube44\uc6a9: <\/span><\/strong><\/p>\n

    \ub2e8\uae30 \uc544\ub974\ubc14\uc774\ud2b8 \uc778\ub825\uc758 \ubb38\uc758\ub97c \uc751\ub300\ud558\uae30 \uc704\ud55c 2<\/span>\uba85 * <\/span>\uc778\ub825 \ube44\uc6a9 250<\/span>\ub9cc\uc6d0* 2<\/span>\uac1c\uc6d4: <\/span>\uc57d 1000<\/span>\ub9cc\uc6d0
    <\/span>\uc774 \ube44\uc6a9\ubcf4\ub2e4 \uc800\ub834\ud558\uba74 \ud504\ub85c\uc81d\ud2b8\ub97c \ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n

    \u00a0<\/span><\/p>\n

    \uae30\ud68d\ud558\uae30<\/strong>
    <\/span>\uc774\ub97c \uc704\ud55c \ucc57\ubd07\uc744 \ub9cc\ub4e0\ub2e4\uace0 \ud569\uc2dc\ub2e4. <\/span>\uac00\uc7a5 \uac00\ubccd\uac8c \ub9cc\ub4e4 \uc218 \uc788\ub294 \ubc29\ubc95\uc740 \uc5b4\ub5a4 \uac8c \uc788\uc744\uae4c\uc694?<\/span><\/p>\n

    \uc6b0\uc120 \uc7ac\ub8cc\ub97c \uc900\ube44\ud558\uaca0\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n

      \n
    1. \ubaa8\ub378\uc740 OpenAI<\/span>\uc758 API<\/span>\ub97c \uc0ac\uc6a9\ud588\ub2e4\uace0 \ud574\ubcfc \uac8c\uc694. <\/span><\/li>\n
    2. \ub2f5\ubcc0\uc5d0 \ucc38\uace0\ud560 \ub370\uc774\ud130\uac00 \ub420 \uc11c\ub108 \uc7a5 \uc815\ub3c4\uc758 \ub9e4\ub274\uc5bc pdf <\/span>\ubb38\uc11c\uc640, SQL DB <\/span>\ub370\uc774\ud130\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. <\/span><\/li>\n
    3. RAG(\uac80\uc0c9\uc99d\uac15\uc0dd\uc131:\u00a0\ub300\ud615 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uac80\uc0c9\ud558\uc5ec \uac1c\uc120\ud558\ub294 \uae30\uc220<\/span>)\uc744 \ud560 \uac74\ub370, \uac04\ub2e8\ud788 \ud558\uace0 \uc2f6\uc73c\ubbc0\ub85c \uc5ec\uae30\uc5d0 \ub7ad\uccb4\uc778\uc744 \ud65c\uc6a9\ud560 \uac81\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n

      \u00a0<\/span><\/strong><\/p>\n

      AI <\/span>\ubaa8\ub378, API<\/span>\ub85c <\/strong><\/h3>\n

      \ucc57GPT<\/span>\ub97c \uc368\ubcf4\uace0\ub098\uc11c \uace0\ubbfc\ud574 \ubcf8 \uc801 \uc788\ub098\uc694? <\/span>\uc774\uac78 API<\/span>\ub85c \ud65c\uc6a9\ud55c\ub2e4\uba74 \ud504\ub86c\ud504\ud2b8\ub97c \ubcf4\ub0b4\uace0 \ub2f5\ubcc0\uc744 \ubc1b\ub294 \uac74 \uc54c\uaca0\ub294\ub370, <\/span>\uc5b4\ub5bb\uac8c \ub0b4\uac00 \ud544\uc694\ud55c \uc11c\ube44\uc2a4\ub97c \ub9cc\ub4e4\uc5b4\uc57c \ud560 \uc9c0\uc694.
      https:\/\/platform.openai.com\/docs\/api-reference\/introduction<\/a><\/span><\/p>\n

      \"\"
      (O<\/b>rganization overview \uc5d0\uc11c api \ud0a4\ub97c \ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4)<\/b><\/p>\n

       <\/p>\n

      \ud558\uc9c0\ub9cc \uc774\uac74 \uc544\uc9c1 \ub0b4\uac00 \uad6c\ud604\ud558\uace0 \uc2f6\uc740 \uc11c\ube44\uc2a4\uac00 \uc544\ub2d9\ub2c8\ub2e4. <\/span>\ub0b4\uac00 \ucc44\ud305\uc73c\ub85c \uc9c8\ubb38\uc744 \ubc1b\uc744 \ub54c\ub9c8\ub2e4 pdf<\/span>\uc5d0\uc11c \uc790\ub8cc\ub97c \ucc3e\uace0 editor<\/span>\uc5d0 \uc778\ud48b\uc744 \ub123\uc5b4\uc11c \ub2f5\uc744 \ud574\uc904 \uc21c \uc5c6\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n

      \uc5ec\uae30\uc5d0 \ud558\ub098\uc758 \uc0ac\ub840\ub85c\u00a0 \ub7ad\uccb4\uc778\uc774 \uc720\uc6a9\ud55c \ub3c4\uad6c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n

      \u00a0<\/span><\/p>\n

      RAG(\uac80\uc0c9\uc99d\uac15\uc0dd\uc131)\uc744 \uc704\ud55c \ud504\ub808\uc784\uc6cc\ud06c \uc911 \ud558\ub098\uc778 \ub7ad\uccb4\uc778(LangChain)<\/span><\/strong><\/h3>\n

      \ub7ad\uccb4\uc778\uc740 LLM(Large Language Model)\uc744 \uae30\ubc18\uc73c\ub85c\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c\uc744 \uc704\ud55c \uc624\ud508 \uc18c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. \uc774 \ud504\ub808\uc784\uc6cc\ud06c\ub294 \ub2e4\uc591\ud55c \uc5b8\uc5b4 \ubaa8\ub378\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uace0, \uac04\ub2e8\ud55c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec \uac1c\ubc1c\uc790\ub4e4\uc774 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uc27d\uac8c \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4. <\/span>\ub7ad\uccb4\uc778 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc758 \ud575\uc2ec \uc694\uc18c\ub294 \uc774\ub984\uc5d0 \uc788\ub4ef\uc774 ‘<\/span>\uccb4\uc778(<\/span>\uc5f0\uacb0 \uace0\ub9ac)’<\/span>\uc744 \ub9cc\ub4dc\ub294 \uac83\uc785\ub2c8\ub2e4. LLM<\/span>\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\uae30 \uc704\ud55c \ud504\ub86c\ud504\ud2b8\uc758 \ud15c\ud50c\ub9bf\ub3c4 \uc9c0\uc815\ud558\uace0, <\/span>\ub0b4\ubd80 \ub370\uc774\ud130\uc18c\uc2a4<\/strong> (<\/span>\ubb38\uc11c, DB)<\/span>\uc5d0 \uc5d1\uc138\uc2a4 \ud560 \uc218 \uc788\ub294 \uc778\ub371\uc2a4 \uc640 \uc5f0\uacb0\uc2dc\ucf1c \uc8fc\uae30\ub3c4 \ud569\ub2c8\ub2e4. <\/span><\/p>\n

      \ub0b4\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4!<\/span><\/strong> \uc911\uc694\ud55c \uc774\uc57c\uae30\uc785\ub2c8\ub2e4. <\/span>\ub4dc\ub514\uc5b4 AI<\/span>\uac00 \uc81c\uac00 \uac00\uc9c0\uace0 \uc788\ub294 \uadfc\uac70\uc790\ub8cc\ub97c \ucc38\uace0\ud574\uc11c \ub300\ub2f5\ud574\uc904 \uc218 \uc788\uac8c \ub418\uac70\ub4e0\uc694. <\/span>\uc774\ub7f0 \uae30\uc220\uc744 RAG(<\/span>\uac80\uc0c9 \uc99d\uac15<\/strong> \uc0dd\uc131)<\/span><\/strong>\uc774\ub77c\uace0 \ud558\ub294\ub370\uc694. RAG\ub97c \ud558\ub294\ub370 \ub2e4\uc591\ud55c \ubc29\ubc95\uc744 \uc4f8 \uc218 \uc788\uc9c0\ub9cc \ub300\uc911\uc801\uc73c\ub85c \uc54c\ub824\uc9c4 \ub7ad\uccb4\uc778\uc73c\ub85c \uc774\uc57c\uae30\ub97c \ud558\uaca0\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n

      \"\"<\/p>\n

      \uadf8\ub9bc\uc5d0\uc11c LLM<\/strong> \uc740 \uc6b0\ub9ac\uac00 \ud560 \ud504\ub85c\uc81d\ud2b8\uc758 \uba54\uc778 \uae30\ub2a5\uc744 \ub2f4\ub2f9\ud569\ub2c8\ub2e4. \ub0b4\uac00 \uad6c\ucd95\ud55c \ubaa8\ub378\uc774\ub098 \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378\uc77c \uc218\ub3c4 \uc788\uace0, \uc9c0\uae08 \uc774\uc57c\uae30\uc5d0\uc11c\ub294 GPT API \ub85c \uac00\uc838\uc635\ub2c8\ub2e4.<\/p>\n

      \ud504\ub86c\ud504\ud2b8<\/strong>\ub294 \uac70\ub300 \uc5b8\uc5b4 \ubaa8\ub378\uc5d0 \uc804\ub2ec\ud558\ub294 \uba85\ub839\uc5b4\uc785\ub2c8\ub2e4. \ub7ad\uccb4\uc778\uc5d0\uc11c\ub294 \ud504\ub86c\ud504\ud2b8 \ud15c\ud50c\ub9bf \ud074\ub798\uc2a4\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774 \ud15c\ud50c\ub9bf\uc740 \uc5b8\uc5b4 \ubaa8\ub378\uc5d0 \uc804\ub2ec\ud560 \ucee8\ud14d\uc2a4\ud2b8, \ucffc\ub9ac, \ucd9c\ub825 \ud615\uc2dd\uc744 \uad6c\uc870\uc801\uc73c\ub85c \uc815\uc758\ud558\uc5ec \ud504\ub86c\ud504\ud2b8 \uad00\ub9ac\uc640 \ucd5c\uc801\ud654\ub97c \uc6a9\uc774\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n


      \uccb4\uc778<\/strong>\uc740 \uc5b8\uc5b4 \ubaa8\ub378 \uae30\ubc18 \uc571\uc5d0\uc11c \uc9c8\uc758\uac00 \uc5f0\uc18d\uc801\uc73c\ub85c \uc774\uc5b4\uc9c0\ub294 \ud615\ud0dc\ub85c \ub3d9\uc791\ud558\uae30 \uc704\ud55c \uad6c\uc131 \uc694\uc18c\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uac80\uc0c9, \uc694\uc57d, \uc5b8\uc5b4 \ubaa8\ub378 \uc9c8\uc758 \ub4f1 \uc77c\ub828\uc758 \uacfc\uc815\uc744 \uc11c\ub85c \uc5f0\uacb0\ud558\uc5ec \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n

      \uc778\ub371\uc2a4<\/strong>\ub294 \ud2b9\uc815 \ub0a0\uc9dc\uae4c\uc9c0\uc758 \ub370\uc774\ud130\ub85c\ub9cc \ud559\uc2b5\ud55c \uacbd\uc6b0 \ucd5c\uc2e0 \uc815\ubcf4\uc5d0 \ub300\ud55c \uc9c8\ubb38\uc5d0 \ub2f5\uc744 \uc798 \ub0b4\ub193\uc9c0 \ubabb\ud558\ub294 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc678\ubd80 \ub370\uc774\ud130 \uc18c\uc2a4\uc5d0 \uc811\uadfc\ud558\uc5ec RAG (Retrieval Augmented Generation)\ub97c \uad6c\uc131\ud558\ub294 \ub370 \ud544\uc694\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc778\ub371\uc2a4 \uae30\ub2a5\uc744 \uc774\ub8e8\ub294 \uc694\uc18c\ub294 \ub3c4\ud050\uba3c\ud2b8 \ub85c\ub354 (\ud30c\uc77c \uc800\uc7a5 \uc11c\ube44\uc2a4\uc640 \uac19\uc740 \uc18c\uc2a4\uc5d0\uc11c \ub370\uc774\ud130 \uc18c\uc2a4 \uac00\uc838\uc624\uae30 \uc704\ud55c \uac83), \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 (\ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub97c \ubca1\ud130 \uc784\ubca0\ub529\uc73c\ub85c \ubcc0\ud658\ud558\uc5ec\uc11c \uc720\uc0ac\uc131\uc744 \ub098\ud0c0\ub098\uae30\uc5d0 \ub9e4\uc6b0 \ud6a8\uc728\uc801\uc778 \uac80\uc0c9 (Retrieval) \uc218\ub2e8) \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

      https:\/\/www.synapsoft.co.kr\/blog\/32687\/<\/a> \uae00\uc5d0\uc11c \ubca1\ud130 \uc784\ubca0\ub529\uc744 \uc7a0\uae50 \uc5b8\uae09\ud588\ub294\ub370, \ubca1\ud130 \uc784\ubca0\ub529\uc740 \ub2e8\uc5b4\uc640 \ubb38\uc7a5, \uae30\ud0c0 \ub370\uc774\ud130\ub97c \uc758\ubbf8\uc640 \uad00\uacc4\ub97c \ud3ec\ucc29\ud558\ub294 \uc22b\uc790\ub85c \ubcc0\ud658\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.
      \uc22b\uc790\ub85c \ud45c\ud604\uc744 \ud574\uc57c \uae30\uacc4\uac00 \uc774\ud574\ud558\uae30 \uc27d\uace0, \ubca1\ud130 \ud45c\ud604\uc744 \ud574\uc57c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubb38\uc7a5, \ubb38\uc11c, \uc774\ubbf8\uc9c0 \ub4f1\uc774 \ubca1\ud130 \uc784\ubca0\ub529\uc758 \ub300\uc0c1\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

      \uba54\ubaa8\ub9ac<\/strong>\ub294 \ub300\ud654\ud615 \uc2dc\uc2a4\ud15c\uc774 \uacfc\uac70 \uba54\uc2dc\uc9c0\uc5d0 \uc9c1\uc811 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc8fc\ub294 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n

      \uc5d0\uc774\uc804\ud2b8<\/strong>\ub294 \uc0c1\uc704 \uc9c0\uc2dc\ubb38\uc744 \ubc1b\uc544 \uc5b4\ub5a4 \ud234\uc744 \uc0ac\uc6a9\ud560\uc9c0 \uacb0\uc815\ud558\uc5ec \uccb4\uc778\uc744 \uc720\uc5f0\ud558\uac8c \uc870\uc791\ud569\ub2c8\ub2e4.<\/p>\n

      \ub2f9\uc7a5\uc740 \uba54\ubaa8\ub9ac(<\/span>\uc0ac\uc6a9\uc790\uc640\uc758 \ub300\ud654\uc5d0 \ub300\ud55c \uc8fc\uc694 \uc0ac\uc2e4\uc744 \uae30\uc5b5\ud558\uace0 \ud5a5\ud6c4 \uc0c1\ud638\uc791\uc6a9\uc5d0 \ud574\ub2f9 \uc815\ubcf4\ub97c \uc801\uc6a9)<\/span>\uac00 \uc911\uc694\ud558\uc9c0\ub294 \uc54a\uc740 1<\/span>\ud68c\uc131 \ub2f5\ubcc0\uc774 \ub9ce\uc9c0\ub9cc, <\/span>\ub354 \ubcf5\uc7a1\ud55c \ub2f5\ubcc0\uc774 \ud544\uc694\ud558\uba74 \uba54\ubaa8\ub9ac\ub098 \ud504\ub86c\ud504\ud2b8 \ud15c\ud50c\ub9bf \ud074\ub798\uc2a4\ub3c4 \ub354 \uc798 \uc0ac\uc6a9\ud560 \ud544\uc694\uac00 \uc788\uaca0\uc8e0.<\/span><\/p>\n

       <\/p>\n

      \uc720\uc9c0 \ube44\uc6a9 \uacc4\uc0b0<\/strong><\/p>\n

      \uad6c\ucd95 \uc778\ub825 \ube44\uc6a9\uc740 \uc815\ud655\ud558\uc9c0 \uc54a\uc544\ub3c4, <\/span>\uc774 \ud504\ub85c\uc81d\ud2b8\uc758 \uc720\uc9c0 \ube44\uc6a9\uc740 API <\/span>\ube44\uc6a9\uacfc \uac1c\ubc1c\ud300\uc758 \ub9e4\ub144 \ubcc0\uacbd\uc0ac\ud56d\uc774 \uc5c6\ub294\uc9c0\uc5d0 \ub300\ud55c \uc720\uc9c0\ubcf4\uc218 \uc815\ub3c4\uc77c \uac83 \uac19\uc544\uc694.<\/span><\/p>\n

      \u00a0 <\/span><\/p>\n

      \uae30\ub300\ud6a8\uacfc<\/strong><\/p>\n

      2\uba85\uc758 \uc778\uac74\ube44\ubcf4\ub2e4 \uc800\ub834\ud55c \uac00\uaca9\uc73c\ub85c \ubb38\uc758\uc0ac\ud56d \ucc57\ubd07\uc744 \uc6b4\uc601<\/p>\n

      \uc0dd\uac01\ubcf4\ub2e4 \uc27d\uac8c \uc5b4\ub5a4 \uc11c\ube44\uc2a4\uac00 \ud544\uc694\ud560 \ub54c \uc5b4\ub5a4 \uae30\uc220\uc774 \ub4e4\uc5b4\uac08\uc9c0 \uc815\ub9ac\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.
      \ub2e4\uc74c\ud3b8\uc5d0\uc11c\ub294 \ubcf8\uaca9\uc801\uc73c\ub85c LLM <\/span>\ud504\ub85c\uc81d\ud2b8\ub97c \ud0a4\uc6cc\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. <\/span>\ubc14\ub85c \ub2e4\uc74c\ud3b8 \u2018LLM <\/span>\ud504\ub85c\uc81d\ud2b8 \uc27d\uac8c \uc811\uadfc\ud558\uae30: <\/span>\uc2a4\ucf00\uc77c \uc5c5 \ud3b8\u2019<\/span><\/strong> \uc744 \uae30\ub300\ud574\uc8fc\uc138\uc694! <\/span><\/p>\n

      <\/b>
      <\/span><\/p>\n

      \ub354 \uc77d\uc5b4\ubcf4\uae30<\/strong><\/span><\/h2>\n

      \uc624\ub298\uc758 \uae00\uc774 \uc7ac\ubc0c\uc73c\uc168\ub2e4\uba74 \uc0ac\uc774\ub0c5\uc18c\ud504\ud2b8\uc5d0\uc11c \ub2e4\uc74c\uc758 \ud398\uc774\uc9c0\ub4e4\uc744 \uc77d\uc5b4\ubcf4\uc2dc\uba74 \uc88b\uc744 \uac83 \uac19\uc544\uc694. \ub2e4\uc74c \ud3b8\uc758 \ub0b4\uc6a9\uacfc\ub3c4 \uad00\ub828\uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n