{"id":253764,"date":"2024-11-23T09:21:36","date_gmt":"2024-11-23T17:21:36","guid":{"rendered":"https:\/\/messengerbot.app\/how-to-build-a-chatbot-from-scratch-a-comprehensive-guide-to-creating-your-own-ai-chatbot-in-python\/"},"modified":"2024-11-23T09:21:36","modified_gmt":"2024-11-23T17:21:36","slug":"%ed%8c%8c%ec%9d%b4%ec%8d%ac%ec%9c%bc%eb%a1%9c-%eb%82%98%eb%a7%8c%ec%9d%98-ai-%ec%b1%97%eb%b4%87%ec%9d%84-%eb%a7%8c%eb%93%9c%eb%8a%94-%ed%8f%ac%ea%b4%84%ec%a0%81%ec%9d%b8-%ea%b0%80%ec%9d%b4%eb%93%9c","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/ko\/how-to-build-a-chatbot-from-scratch-a-comprehensive-guide-to-creating-your-own-ai-chatbot-in-python\/","title":{"rendered":"\uc81c\ub85c\ubd80\ud130 \ucc57\ubd07 \ub9cc\ub4e4\uae30: Python\uc5d0\uc11c \ub098\ub9cc\uc758 AI \ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \ud3ec\uad04\uc801\uc778 \uac00\uc774\ub4dc"},"content":{"rendered":"<input type=\"hidden\" value=\"\" data-essbispostcontainer=\"\" data-essbisposturl=\"https:\/\/messengerbot.app\/ko\/how-to-build-a-chatbot-from-scratch-a-comprehensive-guide-to-creating-your-own-ai-chatbot-in-python\/\" data-essbisposttitle=\"How to Build a Chatbot from Scratch: A Comprehensive Guide to Creating Your Own AI Chatbot in Python\" data-essbishovercontainer=\"\"><p>\uc624\ub298\ub0a0\uc758 \ub514\uc9c0\ud138 \ud658\uacbd\uc5d0\uc11c, \ub2a5\ub825\uc740 <strong>\uc81c\ub85c\ubd80\ud130 \ucc57\ubd07 \ub9cc\ub4e4\uae30<\/strong> \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5 \ubaa8\ub450\uc5d0\uac8c \uadc0\uc911\ud55c \uae30\uc220\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \ud3ec\uad04\uc801\uc778 \uac00\uc774\ub4dc\ub294 <strong>\ucc57\ubd07 \ub9cc\ub4e4\uae30<\/strong>, \uc219\ub828\ub41c \ud504\ub85c\uadf8\ub798\uba38\ub4e0 \ud638\uae30\uc2ec \ub9ce\uc740 \ucd08\ubcf4\uc790\ub4e0 \uad00\uacc4\uc5c6\uc774 \ud544\uc218\uc801\uc778 \ub2e8\uacc4\uc640 \uace0\ub824 \uc0ac\ud56d\uc744 \uc548\ub0b4\ud560 \uac83\uc785\ub2c8\ub2e4. <em>\uc81c\ub85c\ubd80\ud130 \ucc57\ubd07\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub098\uc694?<\/em> \uadf8\ub9ac\uace0 <em>\ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \uac83\uc740 \uc5bc\ub9c8\ub098 \uc5b4\ub824\uc6b4\uac00\uc694?<\/em>, \ucc57\ubd07\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud574\uc8fc\ub294 \uc8fc\uc694 \uae30\uc220\uacfc \ub3c4\uad6c\uc5d0 \ub300\ud574 \uae4a\uc774 \ud30c\uace0\ub4e4 \uac83\uc785\ub2c8\ub2e4. <strong>\ucc57\ubd07 \ub9cc\ub4e4\uae30<\/strong> \ud6a8\uacfc\uc801\uc73c\ub85c. \ucc57\ubd07 \uac1c\ubc1c\uc758 \uae30\ucd08\ubd80\ud130 Python\uacfc JavaScript\uc5d0\uc11c\uc758 \ucf54\ub529\uc758 \ubcf5\uc7a1\uc131\uae4c\uc9c0, \uc774 \uae30\uc0ac\ub294 \uc5ec\ub7ec\ubd84\uc774 \ucc57\ubd07 \uc5ec\uc815\uc744 \uc2dc\uc791\ud558\ub294 \ub370 \ud544\uc694\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4. <strong>\ucc57\ubd07 \uad6c\ucd95\ud558\uae30<\/strong>. \ub610\ud55c \ucc57\ubd07 \uc81c\uc791\uacfc \uad00\ub828\ub41c \ube44\uc6a9, \ud544\uc694\ud55c \uae30\uc220, \uadf8\ub9ac\uace0 \uc218\uc775\ud654 \uc804\ub7b5\uc5d0 \ub300\ud574 \ub17c\uc758\ud558\uc5ec \ucc57\ubd07 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \uade0\ud615 \uc7a1\ud78c \uc774\ud574\ub97c \ubcf4\uc7a5\ud560 \uac83\uc785\ub2c8\ub2e4. AI\uc758 \uc7a0\uc7ac\ub825\uc744 \uc5f4\uace0 \ubc30\uc6b0\uae30 \uc704\ud574 \uc900\ube44\ud558\uc138\uc694. <strong>\ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/strong> \ub2f9\uc2e0\uc758 \ub3c5\ud2b9\ud55c \uc694\uad6c\ub97c \ucda9\uc871\ud558\ub294!<\/p>\n<p>\u201c`html<\/p>\n<h1>\uc81c\ub85c\ubd80\ud130 \ucc57\ubd07\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub098\uc694?<\/h1>\n<h2>\ucc57\ubd07\uc758 \uae30\ubcf8 \uc774\ud574<\/h2>\n<p>\ucc57\ubd07\uc744 \ucc98\uc74c\ubd80\ud130 \ub9cc\ub4dc\ub294 \uac83\uc740 \ubcf4\ub78c \uc788\ub294 \uc791\uc5c5\uc774 \ub420 \uc218 \uc788\uc73c\uba70, \uc0ac\uc6a9\uc790 \ucc38\uc5ec\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \uace0\uac1d \uc0c1\ud638\uc791\uc6a9\uc744 \uac04\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucc57\ubd07\uc740 \ud14d\uc2a4\ud2b8 \ub610\ub294 \uc74c\uc131 \uc0c1\ud638\uc791\uc6a9\uc744 \ud1b5\ud574 \uc778\uac04 \ub300\ud654\ub97c \uc2dc\ubbac\ub808\uc774\uc158\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc785\ub2c8\ub2e4. \ucc57\ubd07\uc740 \uc6f9\uc0ac\uc774\ud2b8, \uba54\uc2dc\uc9d5 \uc571 \ubc0f \uc18c\uc15c \ubbf8\ub514\uc5b4\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \ud50c\ub7ab\ud3fc\uc5d0 \ud1b5\ud569\ub418\uc5b4 \uc790\ub3d9\ud654\ub41c \uc751\ub2f5\uc744 \uc81c\uacf5\ud558\uace0 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc220\uc801\uc778 \uce21\uba74\uc5d0 \ub4e4\uc5b4\uac00\uae30 \uc804\uc5d0, \ucc57\ubd07\uc758 \uae30\ubcf8 \uad6c\uc131 \uc694\uc18c\ub97c \uc774\ud574\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uc790\uc5f0\uc5b4 \ucc98\ub9ac (NLP):<\/strong> \uc774 \uae30\uc220\uc740 \ucc57\ubd07\uc774 \uc778\uac04 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud560 \uc218 \uc788\uac8c \ud558\uc5ec \uc0c1\ud638\uc791\uc6a9\uc744 \ub354 \uc9c1\uad00\uc801\uc73c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.<\/li>\n<li><strong>\uae30\uacc4 \ud559\uc2b5:<\/strong> \ub9ce\uc740 \ucc57\ubd07\uc740 \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9\uc5d0 \ub530\ub77c \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc751\ub2f5\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud574 \uae30\uacc4 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud1b5\ud569 \uae30\ub2a5:<\/strong> \ucc57\ubd07\uc740 \ub2e4\uc591\ud55c API \ubc0f \uc11c\ube44\uc2a4\uc640 \uc5f0\uacb0\ud560 \uc218 \uc788\uc5b4 \ub370\uc774\ud130\ub97c \uac00\uc838\uc624\uace0 \ub354 \uac1c\uc778\ud654\ub41c \uc751\ub2f5\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>\ucc57\ubd07 \uad6c\ucd95\uc744 \uc704\ud55c \uc8fc\uc694 \uae30\uc220<\/h2>\n<p>\ucc57\ubd07\uc744 \uc131\uacf5\uc801\uc73c\ub85c \uad6c\ucd95\ud558\ub824\uba74 \uc5ec\ub7ec \uc8fc\uc694 \uae30\uc220 \ubc0f \ud50c\ub7ab\ud3fc\uc5d0 \uc775\uc219\ud574\uc838\uc57c \ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ud6a8\uacfc\uc801\uc73c\ub85c \uc790\uc2e0\uc758 \ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ub2e8\uacc4\ubcc4 \uac00\uc774\ub4dc\uc785\ub2c8\ub2e4:<\/p>\n<ol>\n<li><strong>\ubaa9\uc801\uacfc \ubaa9\ud45c \uc815\uc758<\/strong>\n<ul>\n<li>\ucc57\ubd07\uc774 \ud574\uacb0\ud560 \ud2b9\uc815 \ubb38\uc81c\ub97c \uc2dd\ubcc4\ud558\uc138\uc694.<\/li>\n<li>\ub300\uc0c1 \uccad\uc911\uacfc \uadf8\ub4e4\uc758 \uc694\uad6c\ub97c \ud30c\uc545\ud558\uc138\uc694.<\/li>\n<li>\uc751\ub2f5 \uc2dc\uac04 \ub2e8\ucd95\uc774\ub098 \uc0ac\uc6a9\uc790 \ub9cc\uc871\ub3c4 \ud5a5\uc0c1\uacfc \uac19\uc740 \uce21\uc815 \uac00\ub2a5\ud55c \ubaa9\ud45c\ub97c \uc124\uc815\ud558\uc138\uc694.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\uc801\ud569\ud55c \ud50c\ub7ab\ud3fc \uc120\ud0dd\ud558\uae30<\/strong>\n<ul>\n<li>\uae30\uc220\uc801 \ub2a5\ub825\uacfc \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\ub294 \uac1c\ubc1c \ud50c\ub7ab\ud3fc\uc744 \uc120\ud0dd\ud558\uc138\uc694. \uc778\uae30 \uc788\ub294 \uc635\uc158\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:\n<ul>\n<li><strong>\ub2e4\uc774\uc5bc\ub85c\uadf8\ud50c\ub85c\uc6b0:<\/strong> \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub300\ud654\ud615 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc0dd\uc131\ud558\ub294 Google \uc18c\uc720\uc758 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>Microsoft Bot Framework:<\/strong> \ucc57\ubd07\uc744 \uad6c\ucd95\ud558\uace0 \ubc30\ud3ec\ud558\uae30 \uc704\ud55c \uc885\ud569\uc801\uc778 \ub3c4\uad6c \uc138\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>Rasa:<\/strong> \ucc57\ubd07\uc758 \uae30\ub2a5\uc5d0 \ub300\ud55c \uc720\uc5f0\uc131\uacfc \uc81c\uc5b4\ub97c \uc81c\uacf5\ud558\ub294 \uc624\ud508 \uc18c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\ub300\ud654 \ud750\ub984 \uc124\uacc4\ud558\uae30<\/strong>\n<ul>\n<li>\uc0ac\uc6a9\uc790 \uc5ec\uc815\uc744 \uacc4\ud68d\ud558\uace0 \uc7a0\uc7ac\uc801\uc778 \uc0c1\ud638\uc791\uc6a9\uc758 \ud750\ub984\ub3c4\ub97c \ub9cc\ub4dc\uc138\uc694.<\/li>\n<li>\ub2e4\uc74c\uacfc \uac19\uc740 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc138\uc694. <strong>\ub8e8\uc2dc\ub4dc\ucc28\ud2b8<\/strong> \ub610\ub294 <strong>\ubbf8\ub85c<\/strong> \ub300\ud654 \uacbd\ub85c\ub97c \uc2dc\uac01\ud654\ud569\ub2c8\ub2e4.<\/li>\n<li>\ud750\ub984\uc774 \uc9c1\uad00\uc801\uc774\uba70 \uc0ac\uc6a9\uc790 \uc9c8\ubb38\uc5d0 \ud6a8\uacfc\uc801\uc73c\ub85c \ub300\uc751\ud558\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\ucc57\ubd07 \uac1c\ubc1c<\/strong>\n<ul>\n<li>Python \ub610\ub294 JavaScript\uc640 \uac19\uc740 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uac70\ub098, \ub354 \uac04\ub2e8\ud55c \uad6c\ud604\uc744 \uc704\ud574 \ub178\ucf54\ub4dc \ud50c\ub7ab\ud3fc\uc744 \ud65c\uc6a9\ud558\uc138\uc694.<\/li>\n<li>\uc0ac\uc6a9\uc790 \uc785\ub825 \uc774\ud574\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 NLP \uae30\ub2a5\uc744 \uad6c\ud604\ud558\uc138\uc694.<\/li>\n<li>API\ub97c \ud1b5\ud569\ud558\uc5ec \ucc57\ubd07\uc744 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub098 \ud0c0\uc0ac \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uac19\uc740 \uc678\ubd80 \uc11c\ube44\uc2a4\uc640 \uc5f0\uacb0\ud558\uc138\uc694.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\ud14c\uc2a4\ud2b8 \ubc0f \ubc18\ubcf5<\/strong>\n<ul>\n<li>\ubc84\uadf8\ub97c \uc2dd\ubcc4\ud558\uace0 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud574 \ucca0\uc800\ud55c \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uc138\uc694.<\/li>\n<li>\uc2e4\uc81c \uc0ac\uc6a9\uc790\ub85c\ubd80\ud130 \ud53c\ub4dc\ubc31\uc744 \uc218\uc9d1\ud558\uace0 \ud544\uc694\ud55c \uc870\uc815\uc744 \ud558\uc138\uc694.<\/li>\n<li>A\/B \ud14c\uc2a4\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucc57\ubd07\uc758 \ub2e4\uc591\ud55c \ubc84\uc804\uc744 \ube44\uad50\ud558\uace0 \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\ubc30\ud3ec \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/strong>\n<ul>\n<li>\uc6f9\uc0ac\uc774\ud2b8\ub098 Facebook Messenger \ub610\ub294 WhatsApp\uacfc \uac19\uc740 \uba54\uc2dc\uc9d5 \ud50c\ub7ab\ud3fc\uc5d0 \ucc57\ubd07\uc744 \ucd9c\uc2dc\ud558\uc138\uc694.<\/li>\n<li>\uc0c1\ud638\uc791\uc6a9\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc0ac\uc6a9\uc790 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc751\ub2f5\uc744 \uac1c\uc120\ud558\uace0 \uae30\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n<li>\uc815\uae30\uc801\uc73c\ub85c \ucc57\ubd07\uc744 \uc5c5\ub370\uc774\ud2b8\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc744 \ud1b5\ud569\ud558\uace0 \ubcc0\ud654\ud558\ub294 \uc0ac\uc6a9\uc790 \uc694\uad6c\ub97c \ucda9\uc871\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\ucc57\ubd07 \ud64d\ubcf4<\/strong>\n<ul>\n<li>\uc18c\uc15c \ubbf8\ub514\uc5b4, \uc774\uba54\uc77c \ub9c8\ucf00\ud305 \ubc0f \uc6f9\uc0ac\uc774\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc0c8\ub85c\uc6b4 \ucc57\ubd07\uc5d0 \ub300\ud574 \uc54c\ub9bd\ub2c8\ub2e4.<\/li>\n<li>\uc0ac\uc6a9\uc790\uac00 \ubd07\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\uace0 \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud55c \ud53c\ub4dc\ubc31\uc744 \uc81c\uacf5\ud558\ub3c4\ub85d \uad8c\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>\uc774 \ub2e8\uacc4\ub97c \ub530\ub974\uba74 \uc0ac\uc6a9\uc790\uc758 \uc694\uad6c\ub97c \ucda9\uc871\ud558\ub294 \uae30\ub2a5\uc801\uc774\uace0 \ub9e4\ub825\uc801\uc778 \ucc57\ubd07\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucd94\uac00 \uc790\ub8cc\ub97c \uc6d0\ud558\uc2dc\uba74 <a href=\"https:\/\/chatbotsmagazine.com\/\" target=\"_blank\" rel=\"noopener\">Chatbots Magazine<\/a> \uadf8\ub9ac\uace0 <a href=\"https:\/\/towardsdatascience.com\/\" target=\"_blank\" rel=\"noopener\">Towards Data Science<\/a> \uc5d0\uc11c \ucc57\ubd07 \uac1c\ubc1c\uc758 \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc\uc640 \ubc29\ubc95\ub860\uc744 \uc0b4\ud3b4\ubcf4\uc138\uc694.<\/p>\n<p>\u201c`<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2024\/11\/build-a-chatbot-from-scratch-2731957.png\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>\ucc57\ubd07\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \ub4dc\ub294 \ube44\uc6a9\uc740 \uc5bc\ub9c8\uc785\ub2c8\uae4c?<\/h2>\n<p>\ucc57\ubd07 \uad6c\ucd95 \ube44\uc6a9\uc740 \ucc57\ubd07\uc758 \ubcf5\uc7a1\uc131, \uc0ac\uc6a9\ub41c \uae30\uc220 \ubc0f \uac1c\ubc1c \uc811\uadfc \ubc29\uc2dd \ub4f1 \uc5ec\ub7ec \uc694\uc778\uc5d0 \ub530\ub77c \ud06c\uac8c \ub2ec\ub77c\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \uac00\uaca9 \uad6c\uc870\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<h3>\ucc57\ubd07 \uad6c\ucd95 \ube44\uc6a9\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc694\uc778<\/h3>\n<p>1. <strong>\ub9de\ucda4 \uac1c\ubc1c<\/strong>: \uc644\uc804\ud788 \ub9de\ucda4\ud654\ub41c \ucc57\ubd07\uc758 \uacbd\uc6b0 \ube44\uc6a9\uc740 \uc77c\ubc18\uc801\uc73c\ub85c <strong>$75,000\uc5d0\uc11c $150,000 \uc774\uc0c1\uc785\ub2c8\ub2e4.<\/strong>. \uc774 \uac00\uaca9\uc740 \ud2b9\uc815 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c\ub97c \ucda9\uc871\ud558\ub294 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158\uc744 \ub9cc\ub4e4\uae30 \uc704\ud574 \ud544\uc694\ud55c \uad11\ubc94\uc704\ud55c \uac1c\ubc1c \uc2dc\uac04, \ub514\uc790\uc778 \ubc0f \ud1b5\ud569\uc744 \ubc18\uc601\ud569\ub2c8\ub2e4. \uc774 \ube44\uc6a9\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc694\uc18c\ub85c\ub294 \ucc57\ubd07\uc758 \uae30\ub2a5(\uc608: \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uae30\uacc4 \ud559\uc2b5 \uae30\ub2a5), \uae30\uc874 \uc2dc\uc2a4\ud15c\uacfc\uc758 \ud1b5\ud569 \ubc0f \uc9c0\uc18d\uc801\uc778 \uc720\uc9c0 \uad00\ub9ac\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>2. <strong>\uc11c\ube44\uc2a4\ub85c\uc11c\uc758 \ucc57\ubd07 (CaaS)<\/strong>: CaaS \uc194\ub8e8\uc158\uc740 \uac00\uaca9\uc774 \ub0ae\uc544 \uc2dc\uc791\ud560 \uc218 \uc788\ub294 \ub354 \uc800\ub834\ud55c \uc9c4\uc785\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. <strong>$5\uc5d0\uc11c $50\uae4c\uc9c0 \ub9e4\uc6d4<\/strong> \uae30\ubcf8 \uae30\ub2a5\uc5d0 \ub300\ud55c \uac00\uaca9\uc740. <a href=\"https:\/\/dialogflow.com\" target=\"_blank\" rel=\"noopener\">Dialogflow<\/a>, <a href=\"https:\/\/chatfuel.com\" target=\"_blank\" rel=\"noopener\">Chatfuel<\/a>, \uadf8\ub9ac\uace0 <a href=\"https:\/\/manychat.com\" target=\"_blank\" rel=\"noopener\">ManyChat<\/a>, \uae30\ub2a5\uacfc \uc0ac\uc6a9\ub7c9\uc5d0 \ub530\ub77c \ub2e4\uc591\ud55c \uac00\uaca9 \uc218\uc900\uc744 \uc81c\uacf5\ud558\ub294.<\/p>\n<p>3. <strong>\ud558\uc774\ube0c\ub9ac\ub4dc \uc194\ub8e8\uc158<\/strong>: \uc77c\ubd80 \uae30\uc5c5\uc740 \ub9de\ucda4 \uac1c\ubc1c\uacfc CaaS \ud50c\ub7ab\ud3fc\uc744 \uacb0\ud569\ud55c \ud558\uc774\ube0c\ub9ac\ub4dc \uc811\uadfc \ubc29\uc2dd\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4. \uc774\ub294. <strong>$20,000\uc5d0\uc11c $100,000\uae4c\uc9c0.<\/strong>, \ub9de\ucda4\ud654 \uc218\uc900\uacfc \ud544\uc694\ud55c \ud2b9\uc815 \uae30\ub2a5\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/p>\n<p>4. <strong>\uc9c0\uc18d\uc801\uc778 \ube44\uc6a9<\/strong>: \ucd08\uae30 \uac1c\ubc1c \uc678\uc5d0\ub3c4 \ud638\uc2a4\ud305, \uc720\uc9c0 \uad00\ub9ac, \uc5c5\ub370\uc774\ud2b8 \ubc0f \uace0\uac1d \uc9c0\uc6d0\uacfc \uac19\uc740 \uc9c0\uc18d\uc801\uc778 \ube44\uc6a9\uc744 \uace0\ub824\ud574\uc57c \ud558\uba70, \uc774\ub294 \ucd94\uac00\uc801\uc778 <strong>10-20%<\/strong> \ucd08\uae30 \uac1c\ubc1c \ube44\uc6a9\uc758 \uc5f0\uac04.<\/p>\n<p>5. <strong>\uc0b0\uc5c5\ubcc4 \uace0\ub824\uc0ac\ud56d<\/strong>: \uc758\ub8cc, \uae08\uc735 \ubc0f \uc804\uc790\uc0c1\uac70\ub798\uc640 \uac19\uc740 \uc0b0\uc5c5\uc740 \uaddc\uc81c \uc900\uc218 \ubc0f \uace0\uae09 \ubcf4\uc548 \uae30\ub2a5\uc758 \ud544\uc694\uc131\uc73c\ub85c \uc778\ud574 \ub354 \ub192\uc740 \ube44\uc6a9\uc774 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucc57\ubd07 \uac00\uaca9\uc5d0 \ub300\ud55c \ubcf4\ub2e4 \uc790\uc138\ud55c \ud1b5\ucc30\ub825\uacfc \uc0ac\ub840 \uc5f0\uad6c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc790\ub8cc\ub97c \ucc38\uc870\ud558\uc2ed\uc2dc\uc624. <a href=\"https:\/\/masterofcode.com\" target=\"_blank\" rel=\"noopener\">\ub9c8\uc2a4\ud130 \uc624\ube0c \ucf54\ub4dc<\/a> \uadf8\ub9ac\uace0 <a href=\"https:\/\/chatbotsmagazine.com\" target=\"_blank\" rel=\"noopener\">Chatbots Magazine<\/a>, \uc2dc\uc7a5 \ub3d9\ud5a5 \ubc0f \uac00\uaca9 \ubaa8\ub378\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ucc57\ubd07 \uc0dd\uc131\uc5d0 \ub300\ud55c \ubb34\ub8cc \ub9ac\uc18c\uc2a4<\/h3>\n<p>\ube44\uc6a9\uc744 \ub9ce\uc774 \ub4e4\uc774\uc9c0 \uc54a\uace0 <strong>\uc81c\ub85c\ubd80\ud130 \ucc57\ubd07 \ub9cc\ub4e4\uae30<\/strong> \uc2dc\uc791\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc8fc\ub294 \uc5ec\ub7ec \ubb34\ub8cc \ub9ac\uc18c\uc2a4\uac00 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><a href=\"https:\/\/messengerbot.app\/ko\/%eb%a9%94%ec%8b%a0%ec%a0%80-%eb%b4%87-%ed%8a%9c%ed%86%a0%eb%a6%ac%ec%96%bc\/\" target=\"_blank\">\uba54\uc2e0\uc800 \ubd07 \ud29c\ud1a0\ub9ac\uc5bc<\/a> \u2013 \ucc57\ubd07 \uac1c\ubc1c\uc758 \uae30\ucd08\ub97c \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uac00\uc774\ub4dc\uc640 \ud29c\ud1a0\ub9ac\uc5bc \ubaa8\uc74c.<\/li>\n<li><a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">\ube0c\ub808\uc778 \ud3ec\ub4dc AI<\/a> \u2013 \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0\uc774 \ud3ec\ud568\ub41c AI \ucc57\ubd07\uc744 \ub9cc\ub4e4\uae30 \uc704\ud55c \ub370\ubaa8 \ubc0f \ub9ac\uc18c\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li><a href=\"https:\/\/brainpod.ai\/brain-pod-ai-help-center\/\" target=\"_blank\" rel=\"noopener\">\ube0c\ub808\uc778 \ud3ec\ub4dc AI \ub3c4\uc6c0\ub9d0 \uc13c\ud130<\/a> \u2013 AI \ucc57\ubd07 \uae30\ub2a5\uc5d0 \ub300\ud55c \ubb38\uc81c \ud574\uacb0 \ubc0f \ud559\uc2b5\uc744 \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub9ac\uc18c\uc2a4\uc785\ub2c8\ub2e4.<\/li>\n<li><a href=\"https:\/\/messengerbot.app\/ko\/%eb%a9%94%ec%8b%a0%ec%a0%80-%eb%b4%87%ec%9d%84-%ec%82%ac%ec%9a%a9%ed%95%98%ec%97%ac-10%eb%b6%84-%ec%9d%b4%eb%82%b4%ec%97%90-%ec%b2%ab-%eb%b2%88%ec%a7%b8-ai-%ec%b1%97%eb%b4%87%ec%9d%84-%ec%84%a4\/\" target=\"_blank\">\ube60\ub978 \uc124\uc815 \uac00\uc774\ub4dc<\/a> \u2013 10\ubd84 \uc774\ub0b4\uc5d0 \uccab \ubc88\uc9f8 AI \ucc57\ubd07\uc744 \uc124\uc815\ud558\ub294 \ubc29\ubc95\uc744 \ubc30\uc6c1\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc774 \ub9ac\uc18c\uc2a4\ub97c \ud65c\uc6a9\ud558\uba74 \ube44\uc6a9\uc744 \ud06c\uac8c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong>\ucc57\ubd07 \ub9cc\ub4e4\uae30<\/strong> \ud544\uc694\ud55c \uc9c0\uc2dd\uacfc \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc5ec \uc131\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4.<\/p>\n<h2>\ub204\uad6c\ub098 \ucc57\ubd07\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub098\uc694?<\/h2>\n<p>\ucc57\ubd07 \ub9cc\ub4e4\uae30\ub294 \uadf8 \uc5b4\ub290 \ub54c\ubcf4\ub2e4 \uc811\uadfc\ud558\uae30 \uc26c\uc6cc\uc84c\uc73c\uba70, \ub2e4\uc591\ud55c \ubc30\uacbd\uc744 \uac00\uc9c4 \uac1c\uc778\ub4e4\uc774 \ucc38\uc5ec\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. <strong>\ucc57\ubd07\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \uac00\uc7a5 \uc778\uae30 \uc788\ub294 \uc5b8\uc5b4 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4.<\/strong>. \uc219\ub828\ub41c \uac1c\ubc1c\uc790\ub4e0 \uc644\uc804 \ucd08\ubcf4\uc790\ub4e0, \uc624\ub298\ub0a0 \uc81c\uacf5\ub418\ub294 \ub3c4\uad6c\uc640 \ub9ac\uc18c\uc2a4\ub294 \ub204\uad6c\ub098 \ucc57\ubd07\uc744 \ub9cc\ub4e4 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. <strong>\uc81c\ub85c\ubd80\ud130 \ucc57\ubd07 \ub9cc\ub4e4\uae30<\/strong>. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ucc57\ubd07\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \ud544\uc694\ud55c \ud544\uc218 \uae30\uc220\uacfc \uc774 \uc5ec\uc815\uc5d0\uc11c \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\ub294 \ub3c4\uad6c\ub97c \ud0d0\uad6c\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ucc57\ubd07 \uad6c\ucd95\uc5d0 \ud544\uc694\ud55c \uae30\uc220<\/h3>\n<p>\ud504\ub85c\uadf8\ub798\ubc0d \uc804\ubb38\uac00\uc77c \ud544\uc694\ub294 \uc5c6\uc9c0\ub9cc <strong>\ucc57\ubd07\uc744 \ub9cc\ub4e4\uae30 \uc704\ud574\uc11c\ub294<\/strong>, \ud2b9\uc815 \uae30\uc220\uc5d0 \ub300\ud55c \uae30\ubcf8\uc801\uc778 \uc774\ud574\ub294 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc720\uc6a9\ud560 \uc218 \uc788\ub294 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uae30\uc220\uc785\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uae30\ubcf8 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd<\/strong>: Python\uc774\ub098 JavaScript\uc640 \uac19\uc740 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc5d0 \ub300\ud55c \uce5c\uc219\ud568\uc740 \ud2b9\ud788 <strong>\ucc57\ubd07 \ub9cc\ub4e4\uae30<\/strong> \ub9de\ucda4 \uae30\ub2a5\uc774 \ud544\uc694\ud55c \uacbd\uc6b0 \uc720\ub9ac\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, <a href=\"https:\/\/messengerbot.app\/ko\/how-to-build-a-chatbot-in-python\/\">Python\uc73c\ub85c \ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/a> \uc740 \ud6cc\ub96d\ud55c \ucd9c\ubc1c\uc810\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc5d0 \ub300\ud55c \uc774\ud574<\/strong>: NLP\uc5d0 \ub300\ud55c \uc9c0\uc2dd\uc740 \uc0ac\uc6a9\uc790\uc758 \uc785\ub825\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc774\ud574\ud558\uace0 \uc751\ub2f5\ud560 \uc218 \uc788\ub294 \ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. Rasa\ub098 Microsoft Bot Framework\uc640 \uac19\uc740 \ub3c4\uad6c\ub294 NLP \uae30\ub2a5\uc744 \uad6c\ud604\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ub514\uc790\uc778 \uae30\uc220<\/strong>: \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \ub300\ud654 \ud750\ub984\uc744 \uc124\uacc4\ud558\ub294 \uac83\uc740 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \ucc57\ubd07\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \ubc29\uc2dd\uc744 \uc2dc\uac01\ud654\ud558\uc5ec \uc6d0\ud65c\ud55c \uacbd\ud5d8\uc744 \ubcf4\uc7a5\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubd84\uc11d \ub2a5\ub825<\/strong>: \ucc57\ubd07\uc744 \ucd9c\uc2dc\ud55c \ud6c4, \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9 \ubc0f \ud53c\ub4dc\ubc31\uc744 \ubd84\uc11d\ud558\ub294 \uac83\uc740 \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud574 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ucc57\ubd07\uc758 \uc751\ub2f5\uacfc \uae30\ub2a5\uc744 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \ub2e4\ub4ec\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>\ucc57\ubd07 \uad6c\ucd95\uc744 \ub3c4\uc640\uc8fc\ub294 \ub3c4\uad6c<\/h3>\n<p>\ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ab\ud3fc\uacfc \ub3c4\uad6c\uac00 \uc788\uc2b5\ub2c8\ub2e4. <strong>\ucc57\ubd07 \ub9cc\ub4e4\uae30<\/strong>. \uc778\uae30 \uc788\ub294 \uc635\uc158\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>Botpress<\/strong>: \uad11\ubc94\uc704\ud55c \uc0ac\uc6a9\uc790 \uc9c0\uc815\uc744 \ud5c8\uc6a9\ud558\ub294 \uc624\ud508 \uc18c\uc2a4 \ud50c\ub7ab\ud3fc\uc73c\ub85c, \uac1c\ubc1c\uc790\uac00 <strong>\ucc98\uc74c\ubd80\ud130 \ucc57\ubd07\uc744 \uad6c\ucd95\ud558\uae30\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/strong>.<\/li>\n<li><strong>Dialogflow<\/strong>: \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc27d\uac8c \ud1b5\ud569\ub418\ub294 \uad6c\uae00\uc758 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ub3c4\uad6c\ub85c, \ucc57\ubd07\uc758 \ub300\ud654 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0\uc790 \ud558\ub294 \uc0ac\ub78c\ub4e4\uc5d0\uac8c \uc644\ubcbd\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>Chatfuel<\/strong>: \uc774 \ud50c\ub7ab\ud3fc\uc740 \ucf54\ub529 \uacbd\ud5d8 \uc5c6\uc774\ub3c4 Facebook Messenger\uc5d0\uc11c \ucc57\ubd07\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \ud2b9\ud788 \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>\ube0c\ub808\uc778 \ud3ec\ub4dc AI<\/strong>: \ub2e4\uc591\ud55c AI \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\ub294 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ub3c4\uad6c\ub85c, \ucc57\ubd07 \uac1c\ubc1c\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uadf8\ub4e4\uc758 \uc81c\uacf5 \ub0b4\uc6a9\uc744 \ud0d0\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/brainpod.ai\" target=\"_blank\" rel=\"noopener\">\ube0c\ub808\uc778 \ud3ec\ub4dc AI<\/a>.<\/li>\n<\/ul>\n<p>\uc774 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uace0 \ud544\uc694\ud55c \uae30\uc220\uc744 \uac1c\ubc1c\ud568\uc73c\ub85c\uc368, \ub204\uad6c\ub098 <strong>\ucc57\ubd07 \uad6c\ucd95\ud558\uae30<\/strong>. \ucc57\ubd07 \uac1c\ubc1c\uc5d0 \ub300\ud55c \ub354 \ub9ce\uc740 \ud1b5\ucc30\ub825\uc744 \uc5bb\uc73c\ub824\uba74, \uc6b0\ub9ac\uc758 <a href=\"https:\/\/messengerbot.app\/ko\/%eb%a9%94%ec%8b%a0%ec%a0%80-%eb%b4%87-%ed%8a%9c%ed%86%a0%eb%a6%ac%ec%96%bc\/\">\ucc57\ubd07 \ud29c\ud1a0\ub9ac\uc5bc<\/a> \uc774 \ud765\ubbf8\ub85c\uc6b4 \ubd84\uc57c\uc758 \ub2e4\uc591\ud55c \uce21\uba74\uc744 \uc548\ub0b4\ud558\ub294 \uac00\uc774\ub4dc\ub97c \ud655\uc778\ud574 \ubcf4\uc138\uc694.<\/p>\n<h2>ChatGPT\uc640 \uac19\uc740 AI\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95?<\/h2>\n<p>ChatGPT\uc640 \uac19\uc740 AI\ub97c \ub9cc\ub4dc\ub294 \uac83\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc640 \uae30\uacc4 \ud559\uc2b5\uc5d0 \ub300\ud55c \ud655\uace0\ud55c \uc774\ud574\uac00 \ud544\uc694\ud55c \uc5ec\ub7ec \uc911\uc694\ud55c \ub2e8\uacc4\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc544\ub798\ub294 \ub6f0\uc5b4\ub09c AI \ucc57\ubd07\uc744 \uac1c\ubc1c\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ud3ec\uad04\uc801\uc778 \uac00\uc774\ub4dc\uc785\ub2c8\ub2e4.<\/p>\n<h3>AI \ucc57\ubd07 \uac1c\ubc1c \uac1c\uc694<\/h3>\n<p>\ud558\uae30 \uc704\ud574 <a href=\"https:\/\/messengerbot.app\/ko\/how-to-create-a-chatbot-in-python\/\">\uc81c\ub85c\ubd80\ud130 \ucc57\ubd07 \ub9cc\ub4e4\uae30<\/a>, \uc5ec\ub7ec \uc8fc\uc694 \uc601\uc5ed\uc5d0 \uc9d1\uc911\ud574\uc57c \ud558\uba70, \uc801\uc808\ud55c NLP \ud504\ub808\uc784\uc6cc\ud06c \uc120\ud0dd, \ub370\uc774\ud130\uc14b \uc900\ube44, \ubaa8\ub378 \ud6a8\uacfc\uc801\uc73c\ub85c \ud6c8\ub828\ud558\uae30 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc790\uc138\ud55c \uc124\uba85\uc785\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>1\ub2e8\uacc4: NLP \ud504\ub808\uc784\uc6cc\ud06c \uc120\ud0dd<\/strong><br \/>\n    \ud544\uc694\uc5d0 \ub9de\ub294 \uac15\ub825\ud55c NLP \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc120\ud0dd\ud558\uc138\uc694. \uc778\uae30 \uc788\ub294 \uc635\uc158\uc73c\ub85c\ub294 TensorFlow, PyTorch, Hugging Face\uc758 Transformers \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud504\ub808\uc784\uc6cc\ud06c\ub294 \ub300\ud654\ud615 \uc5d0\uc774\uc804\ud2b8\ub97c \uad6c\ucd95\ud558\uae30 \uc704\ud55c \uc0ac\uc804 \uad6c\ucd95\ub41c \ubaa8\ub378\uacfc \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>2\ub2e8\uacc4: \ub370\uc774\ud130\uc14b \uc900\ube44<\/strong><br \/>\n    AI\ub97c \ud6c8\ub828\uc2dc\ud0a4\uae30 \uc704\ud574 \ub2e4\uc591\ud558\uace0 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130\uc14b\uc744 \uc218\uc9d1\ud558\uc138\uc694. \uc5ec\uae30\uc5d0\ub294 \ub300\ud654 \ub370\uc774\ud130, \ucc45, \uae30\uc0ac \ubc0f \uae30\ud0c0 \ud14d\uc2a4\ud2b8 \uc18c\uc2a4\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\uc14b\uc774 \ub178\uc774\uc988\uc640 \uad00\ub828 \uc5c6\ub294 \uc815\ubcf4\ub97c \uc81c\uac70\ud558\ub3c4\ub85d \uc815\ub9ac\ub418\uace0 \uc804\ucc98\ub9ac\ub418\uc5c8\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694. OpenAI GPT-3 \ub370\uc774\ud130\uc14b\uc774\ub098 Cornell Movie Dialogs Corpus\uc640 \uac19\uc740 \ub370\uc774\ud130\uc14b\uc744 \ud6c8\ub828\uc5d0 \uc0ac\uc6a9\ud558\ub294 \uac83\uc744 \uace0\ub824\ud558\uc138\uc694.<\/li>\n<li><strong>3\ub2e8\uacc4: \ucc57\ubd07 \ud6c8\ub828<\/strong><br \/>\n    \uc900\ube44\ub41c \ub370\uc774\ud130\uc14b\uc5d0\uc11c \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uae30 \uc704\ud574 \uc804\uc774 \ud559\uc2b5\uc744 \ud65c\uc6a9\ud558\uc138\uc694. \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378(GPT-2 \ub610\ub294 GPT-3\uc640 \uac19\uc740)\ub85c \uc2dc\uc791\ud558\uc5ec \ud2b9\uc815 \ub370\uc774\ud130\uc14b\uc5d0\uc11c \ubbf8\uc138 \uc870\uc815\ud558\uc138\uc694. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \ud6c8\ub828 \uc2dc\uac04\uc744 \ud06c\uac8c \ub2e8\ucd95\ud558\uace0 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ud6c8\ub828 \uc911\uc5d0 \ub2f9\ud639\uac10(perplexity) \ubc0f \uc815\ud655\ub3c4\uc640 \uac19\uc740 \uc9c0\ud45c\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uc5ec \ubaa8\ub378\uc758 \ud6a8\uacfc\uc131\uc744 \ud3c9\uac00\ud558\uc138\uc694.<\/li>\n<li><strong>4\ub2e8\uacc4: \ucc57\ubd07 \ubbf8\uc138 \uc870\uc815<\/strong><br \/>\n    \ucd08\uae30 \ud6c8\ub828 \ud6c4, \ubaa8\ub378\uc758 \ub300\ud654 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \ubbf8\uc138 \uc870\uc815\ud558\uc138\uc694. \uc5ec\uae30\uc5d0\ub294 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uc870\uc815, \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \ud1b5\ud55c \uac15\ud654 \ud559\uc2b5(RLHF) \uad6c\ud604 \ubc0f \ubc18\ubcf5 \ud14c\uc2a4\ud2b8 \uc218\ud589\uc774 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc751\ub2f5\uc5d0\uc11c \ucc3d\uc758\uc131\uacfc \uc77c\uad00\uc131 \uac04\uc758 \uade0\ud615\uc744 \ubaa9\ud45c\ub85c \ud558\uc138\uc694.<\/li>\n<li><strong>5\ub2e8\uacc4: \ucc57\ubd07\uc744 \uc778\ud130\ud398\uc774\uc2a4\uc5d0 \ud1b5\ud569<\/strong><br \/>\n    \ucc57\ubd07\uc744 \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uac1c\ubc1c\ud558\uc138\uc694. \uc774\ub294 \uc6f9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \ubaa8\ubc14\uc77c \uc571 \ub610\ub294 Slack\uc774\ub098 Discord\uc640 \uac19\uc740 \uba54\uc2dc\uc9d5 \ud50c\ub7ab\ud3fc\uacfc\uc758 \ud1b5\ud569\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc778\ud130\ud398\uc774\uc2a4\uac00 \uc6d0\ud65c\ud55c \uc0c1\ud638\uc791\uc6a9\uc744 \ud5c8\uc6a9\ud558\uace0 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ub9e4\ub044\ub7ec\uc6b4 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud558\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694.<\/li>\n<li><strong>6\ub2e8\uacc4: \uc9c0\uc18d\uc801\uc778 \uac1c\uc120 \ubc0f \uc5c5\ub370\uc774\ud2b8<\/strong><br \/>\n    \ucc57\ubd07\uc744 \uc815\uae30\uc801\uc73c\ub85c \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub85c \uc5c5\ub370\uc774\ud2b8\ud558\uace0 \uc131\ub2a5\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud574 \uc7ac\ud6c8\ub828\ud558\uc138\uc694. \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uc5ec \uac1c\uc120\uc774 \ud544\uc694\ud55c \uc601\uc5ed\uc744 \uc2dd\ubcc4\ud558\uace0 \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31\uc744 \ubc18\uc601\ud558\uc5ec \uc751\ub2f5\uc744 \ub2e4\ub4ec\uc73c\uc138\uc694.<\/li>\n<li><strong>7\ub2e8\uacc4: \uc724\ub9ac\uc801 \uace0\ub824\uc0ac\ud56d \ubc0f \uc900\uc218<\/strong><br \/>\n    AI\uac00 \uc724\ub9ac\uc801 \uc9c0\uce68\uacfc \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \uaddc\uc815\uc744 \uc900\uc218\ud558\ub3c4\ub85d \ud558\uc138\uc694. \uc720\ud574\ud558\uac70\ub098 \ud3b8\ud5a5\ub41c \ucf58\ud150\uce20\uc758 \uc0dd\uc131\uc744 \ubc29\uc9c0\ud558\uae30 \uc704\ud55c \uc870\uce58\ub97c \uad6c\ud604\ud558\uc138\uc694. AI \ud30c\ud2b8\ub108\uc2ed \ubc0f \uc720\ub7fd\uc5f0\ud569\uc758 AI \uc724\ub9ac \uc9c0\uce68\uacfc \uac19\uc740 \uae30\uad00\uc758 \uc9c0\uce68\uc744 \uc219\uc9c0\ud558\uc138\uc694.<\/li>\n<\/ul>\n<p>\uc774\ub7ec\ud55c \ub2e8\uacc4\ub97c \ub530\ub974\uace0 AI \ubc0f NLP\uc758 \ucd5c\uc2e0 \ubc1c\uc804\uc744 \ud65c\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790 \uc694\uad6c\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ucda9\uc871\ud558\ub294 ChatGPT\uc640 \uc720\uc0ac\ud55c \uc815\uad50\ud55c \ucc57\ubd07\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucd94\uac00 \uc790\ub8cc\ub85c\ub294 <a href=\"https:\/\/brainpod.ai\/ai-writer\/\" target=\"_blank\" rel=\"noopener\">\ube0c\ub808\uc778 \ud3ec\ub4dc AI<\/a>, AI \uac1c\ubc1c\uc5d0 \ub300\ud55c \ub3c4\uad6c\uc640 \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h3>AI \ucc57\ubd07\uc744 \ucc98\uc74c\ubd80\ud130 \ub9cc\ub4dc\ub294 \ub2e8\uacc4<\/h3>\n<p>\ud558\uae30 \uc704\ud574 <a href=\"https:\/\/messengerbot.app\/ko\/create-a-chat-bot-in-python\/\">\ucc98\uc74c\ubd80\ud130 \ucc57\ubd07 \ub9cc\ub4e4\uae30<\/a>, \ub2e4\uc74c \ub2e8\uacc4\uc5d0 \uc9d1\uc911\ud574\uc57c \ud569\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\ud504\ub85c\uc81d\ud2b8 \ubaa9\ud45c\uc5d0 \ub9de\ub294 \uc801\uc808\ud55c NLP \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\ubd80\ud130 \uc2dc\uc791\ud558\uc138\uc694.<\/li>\n<li>\ucc57\ubd07\uc774 \ucc98\ub9ac\ud560 \ub300\ud654 \uc720\ud615\uc744 \ubc18\uc601\ud558\ub294 \ud3ec\uad04\uc801\uc778 \ub370\uc774\ud130\uc14b\uc744 \uc900\ube44\ud558\uc138\uc694.<\/li>\n<li>\uc804\uc774 \ud559\uc2b5 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uc2ed\uc2dc\uc624.<\/li>\n<li>\ucc57\ubd07\uc758 \ub300\ud654 \ub2a5\ub825\uacfc \uc0ac\uc6a9\uc790 \ucc38\uc5ec\ub97c \uac1c\uc120\ud558\uae30 \uc704\ud574 \ubbf8\uc138 \uc870\uc815\ud558\uc2ed\uc2dc\uc624.<\/li>\n<li>\ucd5c\uc801\uc758 \uc0c1\ud638\uc791\uc6a9\uc744 \uc704\ud574 \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4\uc5d0 \ucc57\ubd07\uc744 \ud1b5\ud569\ud558\uc2ed\uc2dc\uc624.<\/li>\n<li>\uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31\uacfc \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ucc57\ubd07\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ud558\uace0 \uac1c\uc120\ud558\uc2ed\uc2dc\uc624.<\/li>\n<li>\ucc45\uc784 \uc788\ub294 AI \uc0ac\uc6a9\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \uc724\ub9ac\uc801 \uc9c0\uce68\uc744 \uc900\uc218\ud558\uc2ed\uc2dc\uc624.<\/li>\n<\/ul>\n<p>\uc774 \ub2e8\uacc4\ub97c \ub9c8\uc2a4\ud130\ud568\uc73c\ub85c\uc368 \ub2f9\uc2e0\uc740 \uc798 \ub098\uc544\uac00\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. <a href=\"https:\/\/messengerbot.app\/ko\/how-to-build-chatbots\/\">\ucc57\ubd07\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \uac00\uc7a5 \uc778\uae30 \uc788\ub294 \uc5b8\uc5b4 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4.<\/a> \uc0ac\uc6a9\uc790\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ucc38\uc5ec\uc2dc\ud0a4\uace0 \uac00\uce58 \uc788\ub294 \uc0c1\ud638\uc791\uc6a9\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub294.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2024\/11\/build-a-chatbot-from-scratch-2772720.png\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>\ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \uac83\uc740 \uc5bc\ub9c8\ub098 \uc5b4\ub824\uc6b4\uac00?<\/h2>\n<p>\ucc57\ubd07 \uad6c\ucd95\uc740 \ubaa9\ud45c\uc640 \uc120\ud0dd\ud55c \uae30\uc220\uc5d0 \ub530\ub77c \uac04\ub2e8\ud560 \uc218\ub3c4 \uc788\uace0 \ubcf5\uc7a1\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uad00\ub828\ub41c \ub3c4\uc804\uc744 \uc774\ud574\ud558\ub294 \uac83\uc740 \ub204\uad6c\uc5d0\uac8c\ub098 \uc911\uc694\ud569\ub2c8\ub2e4. <a href=\"https:\/\/messengerbot.app\/ko\/how-to-create-your-own-ai-like-chatgpt\/\">\uc81c\ub85c\ubd80\ud130 \ucc57\ubd07 \ub9cc\ub4e4\uae30<\/a>. \ud504\ub85c\uc138\uc2a4\ub97c \uc774\ud574\ud558\uae30 \uc704\ud55c \ud3ec\uad04\uc801\uc778 \uac00\uc774\ub4dc\uc785\ub2c8\ub2e4:<\/p>\n<h3>\ucc57\ubd07 \uad6c\ucd95\uc758 \uc77c\ubc18\uc801\uc778 \ub3c4\uc804 \uacfc\uc81c<\/h3>\n<p>\uc5ec\uc815\uc744 \uc2dc\uc791\ud560 \ub54c <a href=\"https:\/\/messengerbot.app\/ko\/how-to-build-a-chatbot-from-scratch\/\">\ucc57\ubd07 \ub9cc\ub4e4\uae30<\/a>, \uc5ec\ub7ec \uac00\uc9c0 \ub3c4\uc804 \uacfc\uc81c\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\ucc57\ubd07 \uc720\ud615 \uc774\ud574\ud558\uae30<\/strong>: \ub450 \uac00\uc9c0 \uc8fc\uc694 \uc720\ud615\uc758 \ucc57\ubd07\uc774 \uc788\uc2b5\ub2c8\ub2e4. <strong>\uaddc\uce59 \uae30\ubc18 \ucc57\ubd07<\/strong> \ubbf8\ub9ac \uc815\uc758\ub41c \uaddc\uce59\uc744 \ub530\ub974\uba70 \uad6c\ucd95\uc774 \ub354 \uc26c\uc6cc FAQ \ubc0f \uae30\ubcf8 \uace0\uac1d \uc9c0\uc6d0\uacfc \uac19\uc740 \uac04\ub2e8\ud55c \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. \ubc18\uba74\uc5d0, <strong>AI \uae30\ubc18 \ucc57\ubd07<\/strong> \uae30\uacc4 \ud559\uc2b5 \ubc0f \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub97c \ud65c\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \ucffc\ub9ac\ub97c \ubcf4\ub2e4 \ud6a8\uacfc\uc801\uc73c\ub85c \uc774\ud574\ud558\uace0 \uc751\ub2f5\ud558\uba70, \ub354 \ub9ce\uc740 \uae30\uc220 \uc9c0\uc2dd\uacfc \uc790\uc6d0\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc801\uc808\ud55c \ud50c\ub7ab\ud3fc \uc120\ud0dd\ud558\uae30<\/strong>: \uc801\uc808\ud55c \ud50c\ub7ab\ud3fc\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc740 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong>\ucf54\ub4dc \uc5c6\ub294 \ud50c\ub7ab\ud3fc<\/strong> Chatfuel \ubc0f ManyChat\uacfc \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uc0ac\uc6a9\uc790\uac00 \ud504\ub85c\uadf8\ub798\ubc0d \uae30\uc220 \uc5c6\uc774 \ucc57\ubd07\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ub4dc\ub798\uadf8 \uc564 \ub4dc\ub86d \uc778\ud130\ud398\uc774\uc2a4\uc640 \ud15c\ud50c\ub9bf\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc774 \uc788\ub294 \uae30\uc5c5\uc758 \uacbd\uc6b0 Microsoft Bot Framework \ub610\ub294 Google Dialogflow\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud55c \ub9de\ucda4\ud615 \uac1c\ubc1c\uc774 \ud544\uc694\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubaa9\ud45c \uc815\uc758\ud558\uae30<\/strong>: \ucc57\ubd07\uc774 \ub2ec\uc131\ud558\uace0\uc790 \ud558\ub294 \ubaa9\ud45c\ub97c \uba85\ud655\ud788 \ud558\ub294 \uac83\uc740 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uace0\uac1d \uc9c0\uc6d0\uc774\ub4e0 \ub9ac\ub4dc \uc0dd\uc131\uc774\ub4e0, \uc815\uc758\ub41c \ubaa9\ud45c\uac00 \uac1c\ubc1c \uacfc\uc815\uc744 \uc548\ub0b4\ud560 \uac83\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>\ucc57\ubd07 \uac1c\ubc1c \uacfc\uc815 \ub2e8\uc21c\ud654<\/h3>\n<p>\uc758 \ub3c4\uc804 \uacfc\uc81c\ub97c \uadf9\ubcf5\ud558\uae30 \uc704\ud574 <a href=\"https:\/\/messengerbot.app\/ko\/how-to-code-a-chat-bot\/\">\ucc57\ubd07 \uad6c\ucd95\ud558\uae30<\/a>, \uac1c\ubc1c \uacfc\uc815\uc744 \ub2e8\uc21c\ud654\ud558\uae30 \uc704\ud55c \ub2e4\uc74c \ub2e8\uacc4\ub97c \uace0\ub824\ud558\uc138\uc694:<\/p>\n<ul>\n<li><strong>\ub300\ud654 \ud750\ub984 \uc124\uacc4<\/strong>: \uc0c1\ud638\uc791\uc6a9\uc774 \uc5b4\ub5bb\uac8c \uc9c4\ud589\ub418\uc5b4\uc57c \ud558\ub294\uc9c0 \ub9f5\uc744 \uadf8\ub9bd\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \uc9c8\ubb38\uc744 \uc608\uc0c1\ud558\uace0 \uc801\uc808\ud55c \uc751\ub2f5\uc744 \uc124\uacc4\ud558\uc5ec \uc6d0\ud65c\ud55c \uacbd\ud5d8\uc744 \ub9cc\ub4ed\ub2c8\ub2e4.<\/li>\n<li><strong>API \ud1b5\ud569\ud558\uae30<\/strong>: \uace0\uae09 \uae30\ub2a5\uc744 \uc704\ud574, \uc11c\ub4dc\ud30c\ud2f0 API\ub97c \ud1b5\ud569\ud558\uba74 \uacb0\uc81c \ucc98\ub9ac\ub098 CRM \ud1b5\ud569\uacfc \uac19\uc740 \ucc57\ubd07\uc758 \uae30\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ud14c\uc2a4\ud2b8 \ubc0f \ubc18\ubcf5<\/strong>: \ucc57\ubd07\uc758 \ubca0\ud0c0 \ubc84\uc804\uc744 \ucd9c\uc2dc\ud558\uace0 \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31\uc744 \uc218\uc9d1\ud558\uba70 \uc2e4\uc81c \uc0c1\ud638\uc791\uc6a9\uc744 \uae30\ubc18\uc73c\ub85c \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud569\ub2c8\ub2e4. \uc774 \ubc18\ubcf5\uc801\uc778 \uacfc\uc815\uc740 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ub2e4\ub4ec\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\ub610\ud55c, Coursera\uc640 Udemy\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc758 \uc628\ub77c\uc778 \uac15\uc758\ub97c \ud65c\uc6a9\ud558\uba74 <a href=\"https:\/\/messengerbot.app\/ko\/%eb%a9%94%ec%8b%a0%ec%a0%80-%eb%b4%87-%ed%8a%9c%ed%86%a0%eb%a6%ac%ec%96%bc\/\">\ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/a> \ud6a8\uacfc\uc801\uc73c\ub85c. GitHub \ubc0f Stack Overflow\uc758 \ucee4\ubba4\ub2c8\ud2f0\uc640 \uc18c\ud1b5\ud558\ub294 \uac83\ub3c4 \uc9c0\uc6d0 \ubc0f \ubb38\uc81c \ud574\uacb0 \uc870\uc5b8\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ucc57\ubd07\uc774 \uc218\uc775\uc131\uc774 \uc788\ub294\uac00?<\/h2>\n<p>\ub124, \ucc57\ubd07\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc758 \ube44\uc988\ub2c8\uc2a4\uc5d0 \ub9e4\uc6b0 \uc218\uc775\uc131\uc774 \ub192\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucc57\ubd07\uc774 \uc218\uc775\uc744 \ucc3d\ucd9c\ud560 \uc218 \uc788\ub294 \uc5ec\ub7ec \uac00\uc9c0 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<h3>\ucc57\ubd07\uc744 \uc704\ud55c \uc218\uc775\ud654 \uc804\ub7b5<\/h3>\n<p>1. <strong>\uc81c\ud488 \ucd94\ucc9c<\/strong>: \ucc57\ubd07\uc740 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uacfc \uc120\ud638\ub3c4\ub97c \ubd84\uc11d\ud558\uc5ec \uad00\ub828 \uc81c\ud488\uc774\ub098 \uc11c\ube44\uc2a4\ub97c \uc81c\uc548\ud568\uc73c\ub85c\uc368 \ud3c9\uade0 \uac70\ub798 \uac00\uce58\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc99d\uac00\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74 <a href=\"https:\/\/www.juniperresearch.com\/researchstore\/fintech-payments\/chatbots-ai-2022\" target=\"_blank\" rel=\"noopener\">\uc8fc\ub2c8\ud37c \ub9ac\uc11c\uce58<\/a>, \ucc57\ubd07\uc740 2022\ub144\uae4c\uc9c0 \ud5a5\uc0c1\ub41c \uace0\uac1d \uc11c\ube44\uc2a4\uc640 \ud310\ub9e4 \ud6a8\uc728\uc131\uc744 \ud1b5\ud574 \ube44\uc988\ub2c8\uc2a4\uc5d0 \uc5f0\uac04 $8\uc5b5 \ub2ec\ub7ec \uc774\uc0c1\uc744 \uc808\uc57d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p>2. <strong>24\/7 \uace0\uac1d \uc9c0\uc6d0<\/strong>: \uc5f0\uc911\ubb34\ud734 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \ucc57\ubd07\uc740 \uace0\uac1d \ub9cc\uc871\ub3c4\uc640 \uc720\uc9c0\uc728\uc744 \ub192\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc9c0\uc18d\uc801\uc778 \uac00\uc6a9\uc131\uc740 \uace0\uac1d\uc774 \uc5b8\uc81c\ub4e0\uc9c0 \ubb38\uc758\uc5d0 \ub300\ud55c \uc989\uac01\uc801\uc778 \uc751\ub2f5\uc744 \ubc1b\uc744 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \ud310\ub9e4 \uae30\ud68c\ub97c \uc99d\uac00\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>3. <strong>\ub9ac\ub4dc \uc0dd\uc131<\/strong>: \ucc57\ubd07\uc740 \uc6f9\uc0ac\uc774\ud2b8 \ubc29\ubb38\uc790\ub97c \ucc38\uc5ec\uc2dc\ud0a4\uace0 \uadc0\uc911\ud55c \uc815\ubcf4\ub97c \uc218\uc9d1\ud558\uc5ec \uc601\uc5c5 \ud300\uc5d0 \uc804\ub2ec\ud558\uae30 \uc804\uc5d0 \ub9ac\ub4dc\ub97c \uc790\uaca9\uc744 \ubd80\uc5ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74 <a href=\"https:\/\/www.drift.com\" target=\"_blank\" rel=\"noopener\">\ub4dc\ub9ac\ud504\ud2b8<\/a> \ucc57\ubd07\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub9ac\ub4dc\ub97c \uc0dd\uc131\ud558\ub294 \ube44\uc988\ub2c8\uc2a4\ub294 \uc804\ud658\uc728\uc774 30% \uc99d\uac00\ud558\ub294 \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/p>\n<p>4. <strong>\ube44\uc6a9 \uc808\uac10<\/strong>: \ucc57\ubd07\uc744 \uad6c\ud604\ud558\uba74 \uc77c\uc0c1\uc801\uc778 \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uace0 \uad11\ubc94\uc704\ud55c \uace0\uac1d \uc11c\ube44\uc2a4 \ud300\uc758 \ud544\uc694\uc131\uc744 \uc904\uc784\uc73c\ub85c\uc368 \uc6b4\uc601 \ube44\uc6a9\uc744 \ud06c\uac8c \ub0ae\ucd9c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74 <a href=\"https:\/\/www.ibm.com\" target=\"_blank\" rel=\"noopener\">IBM<\/a>, \ube44\uc988\ub2c8\uc2a4\ub294 AI \uae30\ubc18 \ucc57\ubd07\uc744 \ud65c\uc6a9\ud558\uc5ec \uace0\uac1d \uc9c0\uc6d0 \ube44\uc6a9\uc744 \ucd5c\ub300 30% \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>5. <strong>\ud5a5\uc0c1\ub41c \uc0ac\uc6a9\uc790 \uacbd\ud5d8<\/strong>: \uac1c\uc778\ud654\ub41c \uc0c1\ud638\uc791\uc6a9\uacfc \uc2e0\uc18d\ud55c \ubb38\uc758 \ud574\uacb0\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368, \ucc57\ubd07\uc740 \uc804\ubc18\uc801\uc778 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uae0d\uc815\uc801\uc778 \uacbd\ud5d8\uc740 \ubc18\ubcf5 \uad6c\ub9e4\uc640 \uace0\uac1d \ucda9\uc131\ub3c4\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uc7a5\uae30\uc801\uc778 \uc218\uc775\uc131\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>6. <strong>\uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc\uacfc\uc758 \ud1b5\ud569<\/strong>: \ub9ce\uc740 \ucc57\ubd07\uc774 \uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569\ub420 \uc218 \uc788\uc5b4, \ucc44\ud305 \uc778\ud130\ud398\uc774\uc2a4 \ub0b4\uc5d0\uc11c \uc9c1\uc811 \uc6d0\ud65c\ud55c \uac70\ub798\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud3b8\ub9ac\ud568\uc740 \uace0\uac1d\uc774 \ucc44\ud305\uc744 \ub5a0\ub098\uc9c0 \uc54a\uace0\ub3c4 \uad6c\ub9e4\ub97c \uc644\ub8cc\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \ub354 \ub192\uc740 \uc804\ud658\uc728\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \ucc57\ubd07\uc740 \uc6b4\uc601\uc744 \uac04\uc18c\ud654\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc218\uc775 \ucc3d\ucd9c \uae30\ud68c\ub97c \ub9ce\uc774 \ub9cc\ub4e4\uc5b4, \uc218\uc775\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub824\ub294 \uae30\uc5c5\uc5d0 \uadc0\uc911\ud55c \uc790\uc0b0\uc774 \ub429\ub2c8\ub2e4. \ucd94\uac00\uc801\uc778 \ud1b5\ucc30\ub825\uc744 \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \ucd9c\ucc98\ub97c \ucc38\uc870\ud558\uc2ed\uc2dc\uc624. <a href=\"https:\/\/www.juniperresearch.com\/researchstore\/fintech-payments\/chatbots-ai-2022\" target=\"_blank\" rel=\"noopener\">\uc8fc\ub2c8\ud37c \ub9ac\uc11c\uce58<\/a> \uadf8\ub9ac\uace0 <a href=\"https:\/\/www.ibm.com\" target=\"_blank\" rel=\"noopener\">IBM<\/a>\uc758 \ucc57\ubd07 \ud6a8\uc728\uc131\uacfc \ube44\uc6a9 \uc808\uac10\uc5d0 \ub300\ud55c \uc5f0\uad6c.<\/p>\n<h3>\uc131\uacf5\uc801\uc778 \ucc57\ubd07 \uad6c\ud604 \uc0ac\ub840 \uc5f0\uad6c<\/h3>\n<p>\uc218\ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \uc6b4\uc601\uc5d0 \ucc57\ubd07\uc744 \uc131\uacf5\uc801\uc73c\ub85c \ud1b5\ud569\ud558\uc5ec \uadf8\ub4e4\uc758 \uc218\uc775\uc131\uc744 \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, <a href=\"https:\/\/www.zendesk.com\" target=\"_blank\" rel=\"noopener\">Zendesk<\/a> \ub294 \uace0\uac1d \uc11c\ube44\uc2a4 \ud5a5\uc0c1\uc744 \uc704\ud574 \ucc57\ubd07\uc744 \ud65c\uc6a9\ud558\uc5ec \uc751\ub2f5 \uc2dc\uac04\uacfc \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c, <a href=\"https:\/\/www.shopify.com\" target=\"_blank\" rel=\"noopener\">Shopify<\/a> \ub294 \uc0c1\uc778\ub4e4\uc774 \ub9e4\uc7a5\uc744 \uad00\ub9ac\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\uae30 \uc704\ud574 \ucc57\ubd07\uc744 \ud65c\uc6a9\ud558\uc5ec \ud310\ub9e4 \uc99d\uac00\uc640 \uace0\uac1d \ucc38\uc5ec\ub97c \uc774\ub04c\uc5b4\ub0b4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \uae30\uc5c5\ub4e4\uc740 <a href=\"https:\/\/www.sephora.com\" target=\"_blank\" rel=\"noopener\">\uc138\ud3ec\ub77c<\/a> \uac1c\uc778\ud654\ub41c \uc81c\ud488 \ucd94\ucc9c\uc744 \uc704\ud574 \ucc57\ubd07\uc744 \uad6c\ud604\ud558\uc5ec \ud310\ub9e4 \uc218\uce58\ub97c \ud06c\uac8c \uc99d\uac00\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0ac\ub840\ub4e4\uc740 \ud6a8\uacfc\uc801\uc778 \ucc57\ubd07 \uc804\ub7b5\uc774 \uc5b4\ub5bb\uac8c \uc0c1\ub2f9\ud55c \uc7ac\uc815\uc801 \uc774\uc775\uacfc \ud5a5\uc0c1\ub41c \uace0\uac1d \uacbd\ud5d8\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\ub294\uc9c0\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<p>\ucc57\ubd07 \uad6c\ud604\uc5d0 \ub300\ud55c \ub354 \ub9ce\uc740 \ud1b5\ucc30\ub825\uc744 \uc6d0\ud558\uc2e0\ub2e4\uba74, \ud0d0\uc0c9\ud574 \ubcf4\uc138\uc694. <a href=\"https:\/\/messengerbot.app\/ko\/%ea%b3%a0%ea%b0%9d-%ec%a7%80%ec%9b%90-%ed%98%81%ec%8b%a0-%ec%b5%9c%ea%b3%a0%ec%9d%98-ai-%ec%b1%97%eb%b4%87-%eb%b0%8f-%eb%8c%80%ed%99%94%ed%98%95-ai-%ec%82%ac%eb%a1%80-%ea%b3%b5%ea%b0%9c\/\" target=\"_self\">\uc774 \uae30\uc0ac\ub97c \ud655\uc778\ud574 \ubcf4\uc138\uc694<\/a> \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc5d0\uc11c \uc131\uacf5\uc801\uc778 \ucc57\ubd07 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub300\ud574 \ub17c\uc758\ud558\ub294 \ub0b4\uc6a9\uc785\ub2c8\ub2e4.<\/p>\n<h2>\ud30c\uc774\uc36c\uc73c\ub85c \ucc57\ubd07\uc744 \ucc98\uc74c\ubd80\ud130 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc740?<\/h2>\n<p>\ud30c\uc774\uc36c\uc73c\ub85c \ucc57\ubd07\uc744 \ucc98\uc74c\ubd80\ud130 \ub9cc\ub4dc\ub294 \uac83\uc740 \uc778\uacf5\uc9c0\ub2a5\uacfc \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ud798\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \ud765\ubbf8\ub85c\uc6b4 \uc2dc\ub3c4\uc785\ub2c8\ub2e4. \ud30c\uc774\uc36c\uc740 \uadf8 \uac04\uacb0\ud568\uacfc \ucc57\ubd07 \uac1c\ubc1c\uc744 \uc704\ud55c \ubc29\ub300\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac \ub355\ubd84\uc5d0 \ub9ce\uc740 \uac1c\ubc1c\uc790\ub4e4\uc774 \uc120\ud638\ud558\ub294 \uc5b8\uc5b4\uc785\ub2c8\ub2e4. \uc2dc\uc791\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ub2e8\uacc4\ubcc4 \uac00\uc774\ub4dc\ub97c \uc18c\uac1c\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ud30c\uc774\uc36c\uc5d0\uc11c \ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \ub2e8\uacc4\ubcc4 \uac00\uc774\ub4dc<\/h3>\n<p>1. <strong>\ubaa9\uc801 \uc815\uc758:<\/strong> \ucf54\ub529\uc5d0 \ub4e4\uc5b4\uac00\uae30 \uc804\uc5d0 \ucc57\ubd07\uc774 \ubb34\uc5c7\uc744 \ub2ec\uc131\ud558\uae30\ub97c \uc6d0\ud558\ub294\uc9c0 \uba85\ud655\ud788 \ud558\uc138\uc694. \uace0\uac1d \uc9c0\uc6d0, \ub9ac\ub4dc \uc0dd\uc131, \uc544\ub2c8\uba74 \ub2e8\uc21c\ud55c \uc7ac\ubbf8\ub97c \uc704\ud55c \uac83\uc778\uac00\uc694? \ubaa9\uc801\uc744 \uc774\ud574\ud558\ub294 \uac83\uc774 \ub514\uc790\uc778\uacfc \uae30\ub2a5\uc744 \uc548\ub0b4\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>2. <strong>\ud658\uacbd \uc124\uc815:<\/strong> \ucef4\ud4e8\ud130\uc5d0 \ud30c\uc774\uc36c\uc774 \uc124\uce58\ub418\uc5b4 \uc788\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694. \ub2e4\uc74c\uc5d0\uc11c \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.python.org\/downloads\/\" target=\"_blank\" rel=\"noopener\">\uacf5\uc2dd Python \uc6f9\uc0ac\uc774\ud2b8<\/a>\ub610\ud55c, \ub354 \ub098\uc740 \ucf54\ub529 \uacbd\ud5d8\uc744 \uc704\ud574 PyCharm\uc774\ub098 Visual Studio Code\uc640 \uac19\uc740 IDE\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc744 \uace0\ub824\ud558\uc138\uc694.<\/p>\n<p>3. <strong>\ud504\ub808\uc784\uc6cc\ud06c \uc120\ud0dd:<\/strong> \ud30c\uc774\uc36c\uc5d0\uc11c \ucc57\ubd07\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc5ec\ub7ec \ud504\ub808\uc784\uc6cc\ud06c\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, <a href=\"https:\/\/github.com\/RasaHQ\/rasa\" target=\"_blank\" rel=\"noopener\">Rasa<\/a>, <a href=\"https:\/\/github.com\/microsoft\/BotFramework\" target=\"_blank\" rel=\"noopener\">Microsoft Bot Framework<\/a>, \uadf8\ub9ac\uace0 <a href=\"https:\/\/github.com\/ChatScript\/ChatScript\" target=\"_blank\" rel=\"noopener\">\ucc57\uc2a4\ud06c\ub9bd\ud2b8<\/a>Rasa\ub294 \uc720\uc5f0\uc131\uacfc \uc0ac\uc6a9\uc758 \uc6a9\uc774\uc131 \ub355\ubd84\uc5d0 \ud2b9\ud788 \uc778\uae30\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>4. <strong>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uad6c\ud604:<\/strong> \ub77c\uc774\ube0c\ub7ec\ub9ac \uc0ac\uc6a9\ud558\uae30 <a href=\"https:\/\/spacy.io\/\" target=\"_blank\" rel=\"noopener\">spaCy<\/a> \ub610\ub294 <a href=\"https:\/\/www.nltk.org\/\" target=\"_blank\" rel=\"noopener\">NLTK<\/a> \uc0ac\uc6a9\uc790 \uc785\ub825\uc744 \ucc98\ub9ac\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \uc778\uac04\uacfc \uc720\uc0ac\ud55c \uc751\ub2f5\uc744 \uc774\ud574\ud558\uace0 \uc0dd\uc131\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n<p>5. <strong>\ucc57\ubd07 \ub85c\uc9c1 \uac1c\ubc1c:<\/strong> \ub300\ud654 \ud750\ub984\uacfc \ub17c\ub9ac\ub97c \ub9cc\ub4ed\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc758\ub3c4, \uc5d4\ud2f0\ud2f0 \ubc0f \uc751\ub2f5 \uc815\uc758\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ud544\uc694\uc5d0 \ub530\ub77c \uac04\ub2e8\ud55c if-else \uad6c\uc870 \ub610\ub294 \ub354 \ubcf5\uc7a1\ud55c \uc0c1\ud0dc \uad00\ub9ac\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>6. <strong>\ucc57\ubd07 \ud14c\uc2a4\ud2b8\ud558\uae30:<\/strong> \ud14c\uc2a4\ud2b8\ub294 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc785\ub825\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucc57\ubd07\uc774 \uc5b4\ub5bb\uac8c \ubc18\uc751\ud558\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694. \uc774\ub97c \ud1b5\ud574 \uac1c\uc120\uc774 \ud544\uc694\ud55c \ubd80\ubd84\uc744 \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>7. <strong>\ucc57\ubd07 \ubc30\ud3ec:<\/strong> \uc131\ub2a5\uc5d0 \ub9cc\uc871\ud558\uba74 Facebook Messenger, Slack \ub610\ub294 \uc6f9\uc0ac\uc774\ud2b8\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc5d0 \ucc57\ubd07\uc744 \ubc30\ud3ec\ud558\uc138\uc694. \uc27d\uac8c \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/messengerbot.app\/ko\/\">\uba54\uc2e0\uc800 \ubd07<\/a> \ud1b5\ud569\uc744 \uc6a9\uc774\ud558\uac8c \ud558\uae30 \uc704\ud574.<\/p>\n<h3>\ud30c\uc774\uc36c\uc73c\ub85c \ucc57\ubd07 \ub9cc\ub4e4\uae30 \uc704\ud55c \ubaa8\ubc94 \uc0ac\ub840<\/h3>\n<p>\ucc57\ubd07\uc774 \ud6a8\uacfc\uc801\uc774\uace0 \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc774\ub3c4\ub85d \ud558\uae30 \uc704\ud574 \ub2e4\uc74c\uc758 \ubaa8\ubc94 \uc0ac\ub840\ub97c \uace0\ub824\ud558\uc138\uc694:<\/p>\n<ul>\n<li><strong>\uac04\ub2e8\ud558\uac8c \uc720\uc9c0\ud558\uae30:<\/strong> \uae30\ubcf8 \uae30\ub2a5\ubd80\ud130 \uc2dc\uc791\ud558\uc5ec \uc810\ucc28 \ub354 \ub9ce\uc740 \uae30\ub2a5\uc744 \ucd94\uac00\ud558\uc138\uc694. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \ubcf5\uc7a1\uc131\uc744 \uad00\ub9ac\ud558\uace0 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n<li><strong>\uba85\ud655\ud55c \uc5b8\uc5b4 \uc0ac\uc6a9:<\/strong> \ucc57\ubd07\uc774 \uba85\ud655\ud558\uace0 \uac04\uacb0\ud558\uac8c \uc18c\ud1b5\ud558\ub3c4\ub85d \ud558\uc138\uc694. \ud544\uc694\ud558\uc9c0 \uc54a\uc740 \ud55c \uc804\ubb38 \uc6a9\uc5b4\ub294 \ud53c\ud558\uc138\uc694.<\/li>\n<li><strong>\ud53c\ub4dc\ubc31 \ud1b5\ud569:<\/strong> \uc0ac\uc6a9\uc790\uac00 \uc790\uc2e0\uc758 \uacbd\ud5d8\uc5d0 \ub300\ud55c \ud53c\ub4dc\ubc31\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc138\uc694. \uc774 \uc815\ubcf4\ub294 \uac1c\uc120\uc744 \uc704\ud55c \uadc0\uc911\ud55c \uc790\uc6d0\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>\uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1:<\/strong> \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \ucc57\ubd07\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \ubc29\uc2dd\uc744 \ucd94\uc801\ud558\uc138\uc694. \uc774 \ub370\uc774\ud130\ub294 \uc751\ub2f5\uc744 \ub2e4\ub4ec\uace0 \ucc38\uc5ec\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ucd5c\uc2e0 \uc815\ubcf4 \uc720\uc9c0:<\/strong> \uae30\uc220\uacfc \uc0ac\uc6a9\uc790 \uae30\ub300\ub294 \uc9c4\ud654\ud569\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uacfc \uac1c\uc120 \uc0ac\ud56d\uc744 \ud1b5\ud569\ud558\uae30 \uc704\ud574 \ucc57\ubd07\uc744 \uc815\uae30\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ud558\uc138\uc694.<\/li>\n<\/ul>\n<p>\uc774 \ub2e8\uacc4\uc640 \ubaa8\ubc94 \uc0ac\ub840\ub97c \ub530\ub974\uba74, \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\uace0 \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ud30c\uc774\uc36c\uc73c\ub85c \ucc57\ubd07\uc744 \uc131\uacf5\uc801\uc73c\ub85c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<span class=\"et_bloom_bottom_trigger\"><\/span>","protected":false},"excerpt":{"rendered":"<input type=\"hidden\" value=\"\" data-essbisPostContainer=\"\" data-essbisPostUrl=\"https:\/\/messengerbot.app\/ko\/how-to-build-a-chatbot-from-scratch-a-comprehensive-guide-to-creating-your-own-ai-chatbot-in-python\/\" data-essbisPostTitle=\"How to Build a Chatbot from Scratch: A Comprehensive Guide to Creating Your Own AI Chatbot in Python\" data-essbisHoverContainer=\"\"><p>In today&#8217;s digital landscape, the ability to build a chatbot from scratch has become an invaluable skill for developers and businesses alike. This comprehensive guide will walk you through the essential steps and considerations involved in creating a chatbot, whether you&#8217;re a seasoned programmer or a curious beginner. We will explore fundamental questions such as, [&hellip;]<\/p>\n","protected":false},"author":14928,"featured_media":253765,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_robots":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":""},"categories":[31],"tags":[],"class_list":["post-253764","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/posts\/253764","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/comments?post=253764"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/posts\/253764\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/media\/253765"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/media?parent=253764"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/categories?post=253764"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/tags?post=253764"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}