{"id":575,"date":"2024-08-03T13:11:43","date_gmt":"2024-08-03T04:11:43","guid":{"rendered":"https:\/\/vtoon.net\/blog\/?p=575"},"modified":"2024-08-04T21:33:42","modified_gmt":"2024-08-04T12:33:42","slug":"%eb%9d%bc%ec%a6%88%eb%b2%a0%eb%a6%ac%ed%8c%8c%ec%9d%b4-5%ec%97%90-gtp-4o-mini-api%eb%a5%bc-%ec%9d%b4%ec%9a%a9%ed%95%9c-%ec%9b%b9%ec%84%9c%eb%b9%84%ec%8a%a4-%ea%b5%ac%ed%98%84","status":"publish","type":"post","link":"https:\/\/vtoon.net\/blog\/%eb%9d%bc%ec%a6%88%eb%b2%a0%eb%a6%ac%ed%8c%8c%ec%9d%b4-5%ec%97%90-gtp-4o-mini-api%eb%a5%bc-%ec%9d%b4%ec%9a%a9%ed%95%9c-%ec%9b%b9%ec%84%9c%eb%b9%84%ec%8a%a4-%ea%b5%ac%ed%98%84\/","title":{"rendered":"\ub77c\uc988\ubca0\ub9ac\ud30c\uc774 5\uc5d0 GTP-4o mini API\ub97c \uc774\uc6a9\ud55c \uc6f9\uc11c\ube44\uc2a4 \uad6c\ud604"},"content":{"rendered":"\n

\ub77c\uc988\ubca0\ub9ac\ud30c\uc774 5\uc758 \ud65c\uc6a9\ub3c4\uac00 \uaf64 \ub2e4\uc591\ud558\uaca0\uc9c0\ub9cc \uc774\uc911 \uc6f9\uc11c\ube44\uc2a4 \ud658\uacbd\uc5d0\ub294 \uaf64\ub098 \uc4f8\ub9cc\ud55c \uc131\ub2a5\uc774\ub77c\ub294 \uac8c \ub290\uaef4\uc9c4\ub2e4.<\/p>\n\n\n\n

\ub77c\uc988\ubca0\ub9ac\ud30c\uc774 5\uc640 \ud568\uaed8 \ud55c\uc9c0 \ubc8c\uc368 \ud55c \ub2ec \uc815\ub3c4 \ub418\uc5b4\uac04\ub2e4.<\/p>\n\n\n\n

\ud604\uc7ac \uc774 \uae00\uc744 \uc62c\ub9ac\ub294 \uc11c\ubc84\uac00 \uc6b0\ubd84\ud22c \ub9ac\ub205\uc2a4\uc774\uace0, \ub77c\uc988\ubca0\ub9ac\ud30c\uc774 5\uc5d0 \uc124\uce58\ub41c OS \uc5ed\uc2dc \ub370\ube44\uc548 \uacc4\uc5f4\uc758 ‘Raspberry Pi OS’\uc774\ub2e4 \ubcf4\ub2c8 \uc774\uc9c8\uac10\uc740 \ub290\uaef4\uc9c0\uc9c0 \uc54a\uc558\ub2e4.<\/p>\n\n\n\n

\uc624\ud788\ub824 \uc6b0\ubd84\ud22c \uc11c\ubc84\ub294 \ud3c9\uc0c1\uc2dc \uc990\uaca8 \uc0ac\uc6a9\ud558\ub294 AnyDesk \uc124\uc815\ud558\ub290\ub77c \uc740\uadfc\ud788 \uace0\uc0dd\ud588\uc5c8\ub2e4.<\/p>\n\n\n\n

\ub77c\uc988\ubca0\ub9ac\ud30c\uc774 5\uc5d0\uc11c\ub294 \ubcc4\ub3c4\uc758 \uc124\uc815\uc774\ub098 HDMI Dummy \uc5c6\uc774\ub3c4 \uc6d0\uaca9 \uc811\uc18d\uc774 \uc544\uc8fc \uc798 \ub418\uace0, \ubca0\ud0c0 \uc11c\ube44\uc2a4\uc774\uc9c0\ub9cc ‘Raspberry Pi Connect’\ub77c\ub294 Peer to Peer \uc11c\ube44\uc2a4\ub97c \ud568\uaed8 \uc774\uc6a9\ud558\uba74 \uc5b4\uc9c0\uac04\ud55c \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc6d0\uaca9 \uc811\uc18d\uc774 \uc6d0\ud65c\ud558\uac8c \ub418\uc5b4 \uc6d0\uaca9 \uc811\uc18d\uc5d0 \ub300\ud55c \uc2a4\ud2b8\ub808\uc2a4\ub97c \uac70\uc758 \ub290\ub07c\uc9c0 \ubabb\ud588\ub2e4.<\/p>\n\n\n\n

\uc774\ubc88 \ud504\ub85c\uc81d\ud2b8\ub294 \ub77c\uc988\ubca0\ub9ac\ud30c\uc774 5\uc5d0 \uc5bc\ub9c8 \uc804 \uc0c8\ub85c \ub098\uc628 GPT 4o mini API\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub098\ub9cc\uc758 Chat GPT \uc6f9 \uc11c\ube44\uc2a4\ub97c \ub9cc\ub4e4\uc5b4\ubcf4\uace0\uc790 \ud588\ub2e4.<\/p>\n\n\n\n

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

API\ub97c \uc0ac\uc6a9\ud558\ub824\uba74 openai\uc0ac\uc774\ud2b8\uc5d0\uc11c \uc544\ub798\uc640 \uac19\uc774 API Key\ub97c \uc0dd\uc131\ud558\uace0 \uc774 \ud0a4\ub97c \uc774\uc6a9\ud558\uc5ec \uc11c\ube44\uc2a4\ub97c \uc774\uc6a9\ud558\ub294 \uac1c\ub150\uc774\ub2e4. <\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\uae30\uc874 GPT-3.5 \ud130\ubcf4\ubcf4\ub2e4 60% \uc774\uc0c1 \uc800\ub834\ud558\uba70, \uc785\ub825 \ud1a0\ud070 100\ub9cc \uac1c\ub2f9 15\uc13c\ud2b8, \ucd9c\ub825 \ud1a0\ud070 100\ub9cc \uac1c\ub2f9 60\uc13c\ud2b8\uc758 \ube44\uc6a9\uc740 \ub4e0\ub2e4\uace0 \ud55c\ub2e4. \ud45c\uc900 \ucc45\uc758 \uc57d 2,500 \ud398\uc774\uc9c0 \ubd84\ub7c9\uc5d0 \ud574\ub2f9\ud55c\ub2e4\uace0 \ud558\ub294\ub370 \uc2e4\uc81c \ud574\ub2f9 \uc6f9 \uc11c\ube44\uc2a4\ub97c \uac1c\ubc1c\ud558\uba70 \uaf64 \ub9ce\uc740 \uc9c8\ubb38\uacfc \ub2f5\ubcc0\uc744 \ubc1b\uc73c\uba70 \uc5bc\ub9c8 \ucda9\uc804\ud55c \uae08\uc561\uc774 \uc5bc\ub9c8 \ucc28\uac10 \ub418\uc9c0 \uc54a\uc74c\uc774 \uccb4\uac10\uc774 \ub420 \uc815\ub3c4\uc600\ub2e4.<\/p>\n\n\n\n

\uc624\ud788\ub824 \uae30\uc874\uc5d0 GPT-4\ub85c \uad6c\ub3d9\ub418\ub294 \ud0c0\ub85c \ud504\ub85c\uadf8\ub7a8\uc774 \uadf8\ub3d9\uc548 \uaf64\ub098 \uc18c\ube44\ud588\ub2e4\ub294 \uac8c \ub290\uaef4\uc84c\ub2e4.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\uc5b4\uca4c\ub2e4 \ubcf4\ub2c8 \uc8fc\ub825\uc774 Python\uc774 \ub418\ub2e4 \ubcf4\ub2c8 Django\uc640 Flask\uac00 \uc0c1\ub2f9\ud788 \uce5c\uc219\ud558\uac8c \ub418\uc5c8\ub2e4. \uac1c\ubc1c\uc5d0 \uc190 \ub193\uae30 \uc804\uc778 10\uc5ec \ub144 \uc804\ub9cc \ud574\ub3c4 Apache, PHP, MySQL\uc744 \uaf64 \ub9ce\uc774 \uc0ac\uc6a9\ud588\uc5c8\ub294\ub370 \uac15\uc0b0\uc774 \ubcc0\ud558\uc5ec \ud0a4\ubcf4\ub4dc\ub97c \uc7a1\uc73c\ub2c8 React \uac19\uc740 \uac74 \uc0c1\uc0c1\ub3c4 \ubabb \ud588\ub2e4.<\/p>\n\n\n\n

\uc544\ubb34\ud2bc!<\/p>\n\n\n\n

\uc774\ub7f0 \ub2e8\uc21c\ud55c \uad6c\uc870\uc758 \ud504\ub85c\uc81d\ud2b8\uc5d0\ub294 Flask\uac00 \uc801\uc808\ud558\ub2e4\uace0 \ub290\uaf08\ub2e4. FastAPI\ub294 \uac70\uc758 \uc0ac\uc6a9\ud574\ubcf4\uc9c0 \uc54a\uc544 \uc798 \ubaa8\ub974\uaca0\uace0, Django\ub85c \uc6b4\uc601\ud558\uae30\uc5d0\ub294 \ub108\ubb34 \ud5e4\ube44 \ud558\ub2e4\uace0 \ub290\uaf08\ub2e4.<\/p>\n\n\n\n

\ubd88\ud3b8\ud55c \uc810\uc774\ub77c\uba74 \ud14c\uc2a4\ud2b8\ud560 \ub54c \uae4c\uc9c4 \uc544\uc8fc \ud3b8\ud558\uc9c0\ub9cc \uc774\ub97c \uc6f9\uc11c\ubc84\uc640 \uc5f0\ub3d9\ud558\uace0 \uc11c\ube44\uc2a4\ud558\ub294 \uacfc\uc815\uc774 \uadc0\ucc2e\uae34 \ud558\ub2e4.<\/p>\n\n\n\n

php \uac19\uc740 \uacbd\uc6b0\ub294 \uadf8\ub0e5 \uc18c\uc2a4\ucf54\ub4dc \ub9cc\ub4e4\uba74 \ub05d\uc774\uc9c0\ub9cc, flask\ub85c \ub9cc\ub4e0 \uc0ac\uc774\ud2b8\ub294 \uc6f9 \uc11c\ubc84\uac00 \uc774\ub97c \uc778\uc2dd\ud558\uac8c \uc190\uc744 \uc880 \ubd10\uc918\uc57c \ud55c\ub2e4.<\/p>\n\n\n\n

\ub370\ube44\uc548 \uacc4\uc5f4\uc758 \ub9ac\ub205\uc2a4\ub97c \uc0ac\uc6a9\ud558\uba70, \uc6f9\uc11c\ubc84\ub294 Nginx\ub97c \uc0ac\uc6a9\ud558\uace0 \uc788\ub2e4. \uc608\uc804\uc5d0\ub294 \uc55e\ub4a4 \uc548 \ubcf4\uace0 Apache\ub97c \uc0ac\uc6a9\ud588\uc9c0\ub9cc \uc0c8\ub85c\uc6b4 \uac78 \ub9db\ubcf4\uace0 \uc0c8\ub85c\uc6b4 \ub290\ub08c\uc73c\ub85c \uc2dc\uc791\ud558\uace0 \uc2f6\uc5b4 Nginx\uc640 \ud568\uaed8 \ud558\uba70 \uc774\uc81c\ub294 \uc544\ud30c\uce58\uac00 \uc5b4\uc0c9 \uc84c\ub2e4.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\ud30c\uc774\uc36c\uc73c\ub85c \uc6f9 \ud504\ub85c\uadf8\ub798\ubc0d\uc744 \ud558\uac8c \ub418\uba74 \uc704\uc640 \uac19\uc774 WSGI \uc11c\ubc84\ub97c \ud1b5\ud574 \uc6f9\uc11c\ubc84\uc640 \uc5f0\uacb0\ud574\uc57c \ud55c\ub2e4.<\/p>\n\n\n\n

\uc774\ub7f0 Python\uc73c\ub85c \ub9cc\ub4e0 \uc6f9 \ud504\ub85c\uadf8\ub7a8\uc744 Nginx\uc640 \uc5f0\ub3d9\ud574\uc8fc\ub294 WSGI \uc11c\ubc84\uc5d0\ub294 \uc544\ub798\uc640 \uac19\uc740 \ud504\ub85c\uadf8\ub7a8\ub4e4\uc774 \uc788\ub2e4.<\/p>\n\n\n\n

    \n
  • Gunicorn : \uac04\ub2e8\ud558\uace0 \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 \uace0\uc131\ub2a5 WSGI HTTP \uc11c\ubc84. nginx\uc640 \ud568\uaed8 \uc0ac\uc6a9\ub418\uc5b4 \ud655\uc7a5\uc131\uacfc \uc131\ub2a5 \uc81c\uacf5.<\/li>\n\n\n\n
  • uWSGI : \uace0\uc131\ub2a5\uacfc \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud558\ub294 WSGI \uc11c\ubc84\ub85c, \ub2e4\uc591\ud55c \uc124\uc815 \uc635\uc158\uacfc \uae30\ub2a5 \uc81c\uacf5. nginx\uc640\uc758 \ud1b5\ud569 \uc6a9\uc774.<\/li>\n\n\n\n
  • Waitress : \ub2e8\uc21c\ud558\uace0 \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 WSGI \uc11c\ubc84. Pyramid \ud504\ub808\uc784\uc6cc\ud06c\uc640 \uc798 \ub9de\uc73c\uba70, nginx\uc640 \ud568\uaed8 \uc0ac\uc6a9 \uac00\ub2a5.<\/li>\n\n\n\n
  • mod_wsgi : Apache HTTP Server \ubaa8\ub4c8\ub85c Apache\uc640 \ud1b5\ud569\ub418\uc5b4 Python \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ud638\uc2a4\ud305 \ud560 \uc218 \uc788\uc74c.<\/li>\n<\/ul>\n\n\n\n

    \ud30c\uc774\uc36c\uc73c\ub85c \uc6f9 \ud504\ub85c\uadf8\ub798\ubc0d\uc744 \ud558\uac8c \ub418\uba74 \uc704\uc640 \uac19\uc774 WSGI \uc11c\ubc84\ub97c \ud1b5\ud574 \uc6f9\uc11c\ubc84\uc640 \uc5f0\uacb0\ud574\uc57c \ud55c\ub2e4.<\/p>\n\n\n\n

    \uc774\ub7f0 Python\uc73c\ub85c \ub9cc\ub4e0 \uc6f9 \ud504\ub85c\uadf8\ub7a8\uc744 Nginx\uc640 \uc5f0\ub3d9\ud574 \uc8fc\ub294 WSGI \uc11c\ubc84\uc5d0\ub294 \uc544\ub798\uc640 \uac19\uc740 \ud504\ub85c\uadf8\ub7a8\ub4e4\uc774 \uc788\ub2e4.<\/p>\n\n\n\n

    [Unit]
    Description=Gunicorn instance to serve raspmini
    After=network.target

    [Service]
    User=voka
    Group=www-data
    WorkingDirectory=\/var\/www\/html\/rasmini
    Environment=”PATH=\/var\/www\/html\/rasmini\/resmini\/bin”
    ExecStart=\/var\/www\/html\/rasmini\/resmini\/bin\/gunicorn –workers 3 –bind unix:\/var\/www\/html\/rasmini\/raspmini.sock -m 007 wsgi:app

    [Install]
    WantedBy=multi-user.target<\/p>\n\n\n\n

    \uc2ec\ud50c\ud558\uac8c \ub9cc\ub4e4\uc790<\/p>\n\n\n\n

    \"\"<\/figure>\n\n\n\n

    \ubcc4\ub2e4\ub978 \uae30\ub2a5\uc740 \uc5c6\ub2e4. \uc774\ubbf8 \uc624\ud508 \uc18c\uc2a4\ub85c \ub9ce\uc740 \ucc44\ud305 \uc18c\uc2a4\ub4e4\uc774 \uc788\ub294 \uac78 \ubcf4\uc558\uc9c0\ub9cc \uc5ed\uc2dc \ub0b4 \uc785\ub9db\uc5d0 \ub9de\uc9c0 \uc54a\ub294\ub2e4. Chat GTP\uc758 \uacbd\uc6b0 \uc544\uce74\uc774\ube0c \uae30\ub2a5\uc73c\ub85c \ubcf4\uad00\uc744 \ud55c\ub2e4\uace0 \ud558\ub294\ub370 \uac80\uc0c9\ub3c4 \uc6a9\uc774\ud558\uc9c0 \uc54a\uace0 \uc5ec\ub7ec\ubaa8\ub85c \uc9c8\ubb38\uc774 \ubc18\ubcf5\ub418\ub294 \ub290\ub08c\uc774\ub2e4. <\/p>\n\n\n\n

    \uc774\ub7f0 \ubd88\ud3b8\ud568\uc744 \ucc28\ud6c4 \uac1c\uc120\uc744 \ud1b5\ud574 \uac80\uc0c9\ub3c4 \uae30\uc874 \ub300\ud654\ub3c4 \uac80\uc0c9 \uac00\ub2a5\ud558\uac8c \uc778\ud130\ud398\uc774\uc2a4\ub97c \ucd94\uac00\ud558\ub824 \ud55c\ub2e4. <\/p>\n\n\n\n

    \uc778\ud130\ud398\uc774\uc11c\ub294 \ub300\ud654 \ucc3d\uc758 \ud0c0\uc774\ud2c0\uc744 \ud074\ub9ad\ud558\uba74 \ubc14\ub85c \uc81c\ubaa9\uc744 \ubcc0\uacbd\ud560 \uc218 \uc788\uac8c \ub9cc\ub4e4\uc5c8\ub2e4. <\/p>\n\n\n\n

    \uc88c\uce21 \uba54\ub274\ub294 \ub9c8\uc6b0\uc2a4 \uc624\ubc84\ub7a9 \uc2dc ‘\uc0ad\uc81c’ \ubc84\ud2bc\uc774 \ubcf4\uc774\uba70 \ub300\ud654\ub3c4 \uc0ad\uc81c\ud560 \uc218 \uc788\uac8c \ud588\ub2e4. Chat GTP\ub098 Claude\ub97c \uc0ac\uc6a9\ud558\uba70, \ud574\ub2f9 \ub300\ud654\uac00 \ub300\ub7b5\uc801\uc778 \uc9c0\ub09c \uc77c\uc218\ub9cc \ubcf4\uc774\uae30\uc5d0 \uc774 \ubd80\ubd84\ub3c4 \uaf64 \ubd88\ud3b8\ud558\ub2e4\uace0 \ub290\uaf08\ub2e4. <\/p>\n\n\n\n

    \uc774\uc5d0 \ubaa8\ub4e0 \ub300\ud654\ub294 \ub0a0\uc9dc\ub97c \ud3ec\ud568\ud558\uace0 \uc774\ub97c SQLite\uc5d0 \uc800\uc7a5\ud558\uace0 \uc788\ub2e4. \ucc28\ud6c4 \uc774 \ub370\uc774\ud130\ub97c \uac80\uc0c9\ud558\uc5ec \ud65c\uc6a9\ud558\ub824 \ud55c\ub2e4. <\/p>\n\n\n

    \n
    \"\"<\/figure>\n<\/div>\n\n\n

    \ucd9c\ub825 \uc2dc \ud0c0\uc774\ud551 \ud6a8\uacfc\ub97c \uc544\uc9c1 \uad6c\ud604\ud558\uc9c0\ub294 \uc54a\uc558\ub2e4. \uadf8\ub798\uc11c\uc778\uc9c0 \uc21c\uc2dd\uac04\uc5d0 \ub2f5\ubcc0\uc774 \ubcf4\uc774\ub294\ub370 \uaf64 \ube60\ub978 \ud3b8\uc774\ub2e4.<\/p>\n\n\n\n

    \uc5ed\uc2dc \ub2e8\uc810\uc740 \ub0b4\uac00 \ub4f1\ub85d \ud55c API\ud0a4\ub97c \uc0ac\uc6a9\ud558\uace0 \uc788\uae30\uc5d0 \ub3c8\uc774 \uc9c0\ubd88\ub418\uc5b4 \uacf5\uac1c\ub97c \ud558\uc9c0 \ubabb\ud558\uace0 \uc788\ub2e4\ub294 \ub2e8\uc810\uc774 \uc788\uae34 \ud558\ub2e4.<\/p>\n\n\n\n

    \uc77c\ubd80 \uc785\ucd9c\ub825 \ubd80\ubd84\uacfc \ub300\ud654 \uac80\uc0c9 \ubd80\ubd84\ub9cc \ucd94\uac00 \uc5c5\uadf8\ub808\uc774\ub4dc \ud558\uba74 \uadf8\ub798\ub3c4 \uadf8\ub7f4\uc2f8\ud55c \ub098\ub9cc\uc758 \uc0dd\uc131\ud615 AI \uc6f9 \uc11c\ube44\uc2a4 \ud504\ub85c\uadf8\ub7a8\uc774 \ub420 \uac83 \uac19\ub2e4.<\/p>\n\n\n\n

    \ub77c\ub9c8 3.1\uc774 \uc5bc\ub9c8 \uc804 \uacf5\uac1c \ub418\uc5c8\uace0 \ud3ed\ubc1c\uc801\uc778 \ubc18\uc751\uc774 \uc5ec\uae30\uc800\uae30 \ubcf4\uc778\ub2e4. <\/p>\n\n\n\n

    \ub77c\ub9c8 3.0\uc774 \uacf5\uac1c\ub418\uc5c8\uc744 \ub54c \ub9e5\ubd81\uc5d0\ub3c4 \uc124\uce58\ud558\uc5ec \uc0ac\uc6a9\uc740 \ud574\ubcf4\uc558\uc9c0\ub9cc, \uc194\uc9c1\ud788 GTP\uc640 \uac19\uc740 \uc0ac\uc6a9 \uc11c\ube44\uc2a4 \uc720\ub8cc \uc0ac\uc6a9\uc790\ub85c\uc11c\ub294 \ub2f9\uc7a5 \uc190\uc774 \uac00\uc9c8 \uc54a\uc558\ub2e4. \ud558\uc9c0\ub9cc, \uc784\ubca0\ubca0\ub514\ub4dc \uc2dc\uc2a4\ud15c\uc6a9\uc73c\ub85c\uc758 \ud65c\uc6a9\uc744 \uace0\ub824\ud558\uba74 \ub77c\ub9c8 3.1\uc774 \ub300\uc548\uc774\uc9c0 \uc54a\uc744\uae4c \uc2f6\ub2e4.

    \ubb50 \uc790\ub3d9\ucc28\uac00 \ub300\uc138\ub77c\uace0 \uc790\ub3d9\ucc28\ub97c \ub9cc\ub4e4\uc5b4\uc57c \ud558\ub294 \uac74 \uc544\ub2c8\uc796\uc544. \ud3b8\ub9ac\ud55c \ucc28\ub7c9\uc6a9 \uac70\uce58\ub300\ub3c4 \ub9cc\ub4e4 \uc218\ub3c4 \uc788\uc744 \uac83\uc774\uace0, \uc791\uace0 \uc124\uce58\ud558\uae30 \ud3b8\ud55c \uc4f0\ub808\uae30\ud1b5\ub3c4 \ub9cc\ub4e4\ub2e4\ubcf4\uba74 \uc790\ub3d9\ucc28 \uc774\uc0c1\uc758 \uac12\uc5b4\uce58\ub97c \ud558\uc9c0 \uc54a\uaca0\uc5b4! <\/p>\n\n\n\n

    \uafb8\uc900\ud788\ub9cc \ub2ec\ub824\uac00\ubcf4\uc790\uace0!<\/p>\n\n\n\n

    <\/p>\n

    <\/span><\/div>","protected":false},"excerpt":{"rendered":"

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