{"id":254494,"date":"2025-04-09T15:33:16","date_gmt":"2025-04-09T22:33:16","guid":{"rendered":"https:\/\/messengerbot.app\/nlp-chatbot-example-exploring-natural-language-processing-best-practices-and-how-to-build-your-own-chatbot-from-scratch\/"},"modified":"2025-04-09T15:33:16","modified_gmt":"2025-04-09T22:33:16","slug":"%ec%9e%90%ec%97%b0%ec%96%b4-%ec%b2%98%eb%a6%ac-%eb%aa%a8%eb%b2%94-%ec%82%ac%eb%a1%80%eb%a5%bc-%ed%83%90%ec%83%89%ed%95%98%ea%b3%a0-%ec%b2%98%ec%9d%8c%eb%b6%80%ed%84%b0-%ec%9e%90%ec%8b%a0%ec%9d%98","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/ko\/nlp-chatbot-example-exploring-natural-language-processing-best-practices-and-how-to-build-your-own-chatbot-from-scratch\/","title":{"rendered":"NLP \ucc57\ubd07 \uc608\uc81c: \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ud0d0\uc0c9, \ubaa8\ubc94 \uc0ac\ub840 \ubc0f \ub098\ub9cc\uc758 \ucc57\ubd07\uc744 \ucc98\uc74c\ubd80\ud130 \ub9cc\ub4dc\ub294 \ubc29\ubc95"},"content":{"rendered":"<input type=\"hidden\" value=\"\" data-essbispostcontainer=\"\" data-essbisposturl=\"https:\/\/messengerbot.app\/ko\/nlp-chatbot-example-exploring-natural-language-processing-best-practices-and-how-to-build-your-own-chatbot-from-scratch\/\" data-essbisposttitle=\"NLP Chatbot Example: Exploring Natural Language Processing, Best Practices, and How to Build Your Own Chatbot from Scratch\" data-essbishovercontainer=\"\"><div class=\"key-takeaways-box\">\n<h2>\uc8fc\uc694 \ub0b4\uc6a9<\/h2>\n<ul>\n<li><strong>NLP \ucc57\ubd07<\/strong> \ud65c\uc6a9\ud558\uc5ec <strong>\uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/strong> \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9\uc744 \ud5a5\uc0c1\ud558\uace0 \uc9c1\uad00\uc801\uc778 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc8fc\uc694 \uae30\ub2a5\uc5d0\ub294 <strong>\ub9e5\ub77d \uc774\ud574<\/strong>, <strong>\uc758\ub3c4 \uc778\uc2dd<\/strong>, \uadf8\ub9ac\uace0 <strong>\uc9c0\uc18d\uc801\uc778 \ud559\uc2b5<\/strong>, \ube44\uc988\ub2c8\uc2a4\uc5d0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/li>\n<li>\uc8fc\uc694 NLP \ud504\ub808\uc784\uc6cc\ud06c\ub294 <strong>\uad6c\uae00 \ub2e4\uc774\uc5bc\ub85c\uadf8\ud50c\ub85c\uc6b0<\/strong> \uadf8\ub9ac\uace0 <strong>IBM Watson Assistant<\/strong> \ucc57\ubd07 \uc0dd\uc131\uc744 \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li>\ucc57\ubd07\uc744 \ucc98\uc74c\ubd80\ud130 \ub9cc\ub4dc\ub294 \uac83\uc740 \uadf8 \ubaa9\uc801\uc744 \uc815\uc758\ud558\uace0, \uac1c\ubc1c \ud50c\ub7ab\ud3fc\uc744 \uc120\ud0dd\ud558\uba70, \ud544\uc218\uc801\uc778 \uae30\ub2a5\uc744 \uad6c\ud604\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. <strong>NLP \uae30\uc220<\/strong>.<\/li>\n<li>\uba54\uc2e0\uc800 \ubd07\uacfc \uac19\uc740 \uc2e4\uc81c \uc0ac\ub840\ub294 NLP\uac00 \uc5b4\ub5bb\uac8c \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc744 \uac04\uc18c\ud654\ud558\uace0 \uace0\uac1d \uc11c\ube44\uc2a4\ub97c \uac1c\uc120\ud560 \uc218 \uc788\ub294\uc9c0\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/div>\n<p>\uc624\ub298\ub0a0\uc758 \ub514\uc9c0\ud138 \ud658\uacbd\uc5d0\uc11c, <strong>NLP \ucc57\ubd07<\/strong> \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\ub85c \ub4f1\uc7a5\ud588\uc2b5\ub2c8\ub2e4. <strong>\uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/strong>. \uc774 \uae30\uc0ac\ub294 <em>NLP \ucc57\ubd07 \uc608\uc81c: \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ud0d0\uc0c9, \ubaa8\ubc94 \uc0ac\ub840 \ubc0f \ub098\ub9cc\uc758 \ucc57\ubd07\uc744 \ucc98\uc74c\ubd80\ud130 \ub9cc\ub4dc\ub294 \ubc29\ubc95<\/em>, \ub9e4\ud639\uc801\uc778 \uc138\uacc4\ub85c \ub4e4\uc5b4\uac11\ub2c8\ub2e4. <strong>NLP\ub97c \uc0ac\uc6a9\ud558\ub294 \ucc57\ubd07<\/strong>. \uc6b0\ub9ac\ub294 \uba3c\uc800 <strong>NLP \ucc57\ubd07<\/strong> \uc774 \ubb34\uc5c7\uc778\uc9c0 \uc815\uc758\ud558\uace0 \uadf8 \uc8fc\uc694 \uae30\ub2a5\uc744 \ud0d0\uad6c\ud55c \ub2e4\uc74c, \uc2e4\uc81c \uc0ac\ub840\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. <strong>NLP \ucc57\ubd07 \uc608\uc2dc<\/strong> \uac00 \uc5b4\ub5bb\uac8c <strong>\ucc57\ubd07\uc744 \uc704\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub97c \ubcf4\uc5ec\uc8fc\ub294\uc9c0<\/strong> \uae30\ub2a5\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uac00\uc7a5 \ud6a8\uacfc\uc801\uc778 \ucc57\ubd07\uc744 \uc704\ud55c \ucd5c\uace0\uc758 NLP \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ube44\uad50\ud558\uace0 \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud3ec\ud568\ud560 \uac83\uc785\ub2c8\ub2e4. <strong>\ucc57\ubd07 \uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/strong> \uc624\ub298\ub0a0 \uc774\uc6a9 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158. \uc9c4\ud589\ud558\uba74\uc11c \uc6b0\ub9ac\ub294 <strong>NLP\uc640 AI<\/strong>,\uc758 \ucc28\uc774\ub97c \uba85\ud655\ud788 \ud558\uace0 ChatGPT\uc640 \uac19\uc740 \ub3c4\uad6c\uac00 \uc5b4\ub5bb\uac8c <strong>NLP \ucc57\ubd07<\/strong> \uc0dd\ud0dc\uacc4\uc5d0 \uc801\ud569\ud55c\uc9c0 \uc0b4\ud3b4\ubcfc \uac83\uc785\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc5ec\ub7ec\ubd84\ub9cc\uc758 \ucc57\ubd07\uc744 \ucc98\uc74c\ubd80\ud130 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc774\uace0 \ub2e8\uacc4\ubcc4 \uac00\uc774\ub4dc\ub97c \uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4. <strong>NLP<\/strong>,\uc640 \ud568\uaed8 \ucd94\uac00 \ud0d0\uc0c9\uc744 \uc704\ud55c \uadc0\uc911\ud55c \uc790\uc6d0\uc744 \uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4. <a href=\"https:\/\/github.com\" target=\"_blank\" rel=\"noopener\">GitHub<\/a> \ud568\uaed8 \uc7a0\uc7ac\ub825\uc744 \uc5f4\uc5b4\ubcf4\uc138\uc694. <strong>\ucc57\ubd07<\/strong> \uadf8\ub9ac\uace0 \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\ubcf4\uc138\uc694. <strong>\uc790\uc5f0\uc5b4 \ucc98\ub9ac \ucc57\ubd07<\/strong> \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574.<\/p>\n<h2>NLP \ucc57\ubd07\uc774\ub780?<\/h2>\n<p>NLP \ucc57\ubd07\uc740 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \ub300\ud654 \ubc29\uc2dd\uc73c\ub85c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\uba70 \uc751\ub2f5\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \uace0\uae09 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c AI \uae30\ubc18 \ucc57\ubd07\uc740 <strong>\uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/strong> \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790\uc640 \uae30\uacc4 \uac04\uc758 \uc6d0\ud65c\ud55c \uc0c1\ud638\uc791\uc6a9\uc744 \ucd09\uc9c4\ud558\uace0, \uc778\uac04 \ub300\ud654\uc640 \uc720\uc0ac\ud55c \ubcf4\ub2e4 \uc9c1\uad00\uc801\uc778 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158 \uacbd\ud5d8\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<h3>NLP \ucc57\ubd07\uc758 \uae30\ubcf8 \uc774\ud574<\/h3>\n<p>NLP \ucc57\ubd07\uc740 \uc815\uad50\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc785\ub825\uc744 \ubd84\uc11d\ud558\uace0 \ucc98\ub9ac\ud558\uc5ec \uc758\ubbf8 \uc788\ub294 \ub300\ud654\uc5d0 \ucc38\uc5ec\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \ub9e5\ub77d\uc744 \uc774\ud574\ud558\uace0 \uc0ac\uc6a9\uc790 \uc758\ub3c4\ub97c \uc778\uc2dd\ud568\uc73c\ub85c\uc368, \uc774\ub7ec\ud55c \ucc57\ubd07\uc740 \uc0ac\uc6a9\uc790 \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\ub294 \uad00\ub828 \uc751\ub2f5\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc0c1\ud638\uc791\uc6a9\uc5d0\uc11c \ud559\uc2b5\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc740 \uadf8\ub4e4\uc758 \ud6a8\uacfc\uc131\uc744 \ub354\uc6b1 \ud5a5\uc0c1\uc2dc\ucf1c, \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc744 \uac04\uc18c\ud654\ud558\ub824\ub294 \uae30\uc5c5\uc5d0 \uc5c6\uc5b4\uc11c\ub294 \uc548 \ub420 \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n<h3>\uc790\uc5f0\uc5b4 \ucc98\ub9ac \ucc57\ubd07\uc758 \uc8fc\uc694 \uae30\ub2a5<\/h3>\n<ul>\n<li><strong>\ub9e5\ub77d \uc774\ud574:<\/strong> NLP \ucc57\ubd07\uc740 \uc0ac\uc6a9\uc790 \uc785\ub825\uc758 \ub9e5\ub77d\uc744 \ubd84\uc11d\ud558\uc5ec \uc5b8\uc5b4\uc758 \ub258\uc559\uc2a4, \uad00\uc6a9\uad6c \ubc0f \ubcc0\ud615\uc744 \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \uad00\ub828 \uc751\ub2f5\uc744 \uc81c\uacf5\ud558\ub294 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc758\ub3c4 \uc778\uc2dd:<\/strong> \uae30\uacc4 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud568\uc73c\ub85c\uc368, NLP \ucc57\ubd07\uc740 \uc0ac\uc6a9\uc790 \uc758\ub3c4\ub97c \uc2dd\ubcc4\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uc801\uc808\ud55c \ud589\ub3d9\uc774\ub098 \uc751\ub2f5\uc744 \uacb0\uc815\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774\ub294 \uc815\ud655\ud558\uace0 \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \ub370 \uc911\uc694\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc9c0\uc18d\uc801\uc778 \ud559\uc2b5:<\/strong> \ub9ce\uc740 NLP \ucc57\ubd07\uc740 \uc2dc\uac04\uc5d0 \ub530\ub77c \uc0c1\ud638\uc791\uc6a9\uc5d0\uc11c \ud559\uc2b5\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4, \uc0ac\uc6a9\uc790 \uc120\ud638\ub3c4\uc5d0 \ub300\ud55c \uc751\ub2f5\uacfc \uc774\ud574\ub97c \uac1c\uc120\ud569\ub2c8\ub2e4. \uc774 \uc801\uc751\ud615 \ud559\uc2b5 \uacfc\uc815\uc740 \uad00\ub828\uc131\uacfc \ud6a8\uc728\uc131\uc744 \uc720\uc9c0\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>\ub2e4\uad6d\uc5b4 \uc9c0\uc6d0:<\/strong> \uace0\uae09 NLP \ucc57\ubd07\uc740 \uc5ec\ub7ec \uc5b8\uc5b4\ub85c \uc18c\ud1b5\ud560 \uc218 \uc788\uc5b4 \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uae30\ubc18\uc5d0\uc11c\uc758 \uc0ac\uc6a9\uc131\uc744 \ub113\ud799\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \uae00\ub85c\ubc8c \ube44\uc988\ub2c8\uc2a4\uc5d0 \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud1b5\ud569 \uae30\ub2a5:<\/strong> NLP \ucc57\ubd07\uc740 Facebook Messenger\uc640 \uac19\uc740 \uba54\uc2dc\uc9d5 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569\ub420 \uc218 \uc788\uc5b4, \uae30\uc5c5\uc774 \uace0\uac1d\uc774 \uac00\uc7a5 \ud65c\ubc1c\ud788 \ud65c\ub3d9\ud558\ub294 \uacf3\uc5d0\uc11c \uace0\uac1d\uacfc \uc18c\ud1b5\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\ucd5c\uadfc \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74 NLP \ucc57\ubd07\uc758 \uad6c\ud604\uc740 \uace0\uac1d \uc11c\ube44\uc2a4\uc758 \ud6a8\uc728\uc131\uacfc \ub9cc\uc871\ub3c4\ub97c \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. Gartner\uc758 \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74, 2025\ub144\uae4c\uc9c0 \uace0\uac1d \uc11c\ube44\uc2a4 \uc0c1\ud638\uc791\uc6a9\uc758 75%\uac00 NLP \ucc57\ubd07\uc744 \ud3ec\ud568\ud55c AI \uae30\uc220\uc5d0 \uc758\ud574 \uc9c0\uc6d0\ub420 \uac83\uc774\uba70, \uc774\ub294 \ub514\uc9c0\ud138 \ud658\uacbd\uc5d0\uc11c\uc758 \uc911\uc694\uc131\uc774 \uc99d\uac00\ud558\uace0 \uc788\uc74c\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. NLP \ucc57\ubd07\uc758 \uc601\ud5a5\uacfc \uae30\ub2a5\uc5d0 \ub300\ud55c \ub354 \ub9ce\uc740 \uc815\ubcf4\ub97c \uc6d0\ud558\uc2dc\uba74 \ub2e4\uc74c\uacfc \uac19\uc740 \ucd9c\ucc98\ub97c \ucc38\uc870\ud558\uc2ed\uc2dc\uc624. <a href=\"https:\/\/www.ibm.com\/cloud\/learn\/what-is-nlp\" target=\"_blank\" rel=\"noopener\">\uc778\uacf5\uc9c0\ub2a5 \uc5f0\uad6c \uc800\ub110<\/a> \ubc0f \uc8fc\uc694 \uae30\uc220 \uae30\uc5c5\uc758 \uc0b0\uc5c5 \ubcf4\uace0\uc11c.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/04\/nlp-chatbot-example-494322.png\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>NLP\ub780 \ubb34\uc5c7\uc778\uac00? \uc608\uc2dc\uc640 \ud568\uaed8.<\/h2>\n<h3>\uc2e4\uc81c NLP \ucc57\ubd07 \uc608\uc2dc<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uc790\uc5f0\uc5b4\ub97c \ud1b5\ud574 \ucef4\ud4e8\ud130\uc640 \uc778\uac04 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9\uc5d0 \uc911\uc810\uc744 \ub454 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud558\uc704 \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc774\ub294 \uae30\uacc4\uac00 \uc778\uac04 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\uba70 \uac00\uce58 \uc788\ub294 \ubc29\uc2dd\uc73c\ub85c \ubc18\uc751\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. NLP \ucc57\ubd07\uc758 \ub300\ud45c\uc801\uc778 \uc608\ub294 Messenger Bot\uc73c\ub85c, \uc774\ub294 \ub2e4\uc591\ud55c \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \uace0\uae09 NLP \uae30\uc220\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4. NLP\ub97c \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 Messenger Bot\uc740 \uc0ac\uc6a9\uc790 \uba54\uc2dc\uc9c0\ub97c \ud574\uc11d\ud558\uace0 \uad00\ub828 \uc751\ub2f5\uc744 \uc81c\uacf5\ud558\uc5ec \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, \uc0ac\uc6a9\uc790\uac00 \uc81c\ud488\uc5d0 \ub300\ud55c \uc9c8\ubb38\uc744 \ubcf4\ub0bc \ub54c, Messenger Bot\uc740 \ud14d\uc2a4\ud2b8\ub97c \ubd84\uc11d\ud558\uace0 \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c\ub97c \uc2dd\ubcc4\ud558\uba70 \uc815\ud655\ud55c \uc815\ubcf4\ub85c \uc751\ub2f5\ud558\uac70\ub098 \uc0ac\uc6a9\uc790\ub97c \uc801\uc808\ud55c \ub9ac\uc18c\uc2a4\ub85c \uc548\ub0b4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 NLP \ucc57\ubd07\uc774 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc744 \uac04\uc18c\ud654\ud558\uace0 \uc989\uac01\uc801\uc778 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc8fc\uba70, \uace0\uac1d \ucc38\uc5ec\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub824\ub294 \uae30\uc5c5\uc5d0 \uc5c6\uc5b4\uc11c\ub294 \uc548 \ub420 \ub3c4\uad6c\uac00 \ub429\ub2c8\ub2e4. \ucc57\ubd07\uc758 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ub300\ud574 \ub354 \uc54c\uc544\ubcf4\ub824\uba74 \ub2e4\uc74c \uae30\uc0ac\ub97c \ud655\uc778\ud558\uc138\uc694. <a href=\"https:\/\/messengerbot.app\/ko\/ai-%ec%b1%97%eb%b4%87-%ec%82%ac%ec%9a%a9-%ed%83%90%ec%83%89-%ec%8b%a4%ec%a0%9c-%ec%9d%91%ec%9a%a9-%ec%9d%b4%ec%a0%90-%eb%b0%8f-%ec%a3%bc%ec%9a%94-%eb%aa%a9%ec%a0%81-%ec%84%a4%eb%aa%85\/\">\ucc57\ubd07\uc758 \uc2e4\uc81c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8<\/a>.<\/p>\n<h3>NLP\uac00 \ucc57\ubd07 \uae30\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ubc29\ubc95<\/h3>\n<p>NLP\ub294 \ubcf4\ub2e4 \ud6a8\uacfc\uc801\uc778 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \uc5ec\ub7ec \ud575\uc2ec \uad6c\uc131 \uc694\uc18c\ub97c \ud1b5\ud574 \ucc57\ubd07 \uae30\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc131 \uc694\uc18c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<p>1. **\ud14d\uc2a4\ud2b8 \ubd84\uc11d**: NLP\ub294 \ud14d\uc2a4\ud2b8\ub97c \uad00\ub9ac \uac00\ub2a5\ud55c \uc870\uac01\uc73c\ub85c \ub098\ub204\uc5b4 \uadf8 \uad6c\uc870\uc640 \uc758\ubbf8\ub97c \ubd84\uc11d\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc0ac\uc6a9\uc790 \uc758\ub3c4\ub97c \uc774\ud574\ud558\ub294 \ub370 \uc911\uc694\ud55c \ud1a0\ud070\ud654, \ud488\uc0ac \ud0dc\uae45 \ubc0f \uac1c\uccb4 \uc778\uc2dd\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<p>2. **\uac10\uc815 \ubd84\uc11d**: \uc774 \uae30\uc220\uc740 \uae30\uacc4\uac00 \uc77c\ub828\uc758 \ub2e8\uc5b4 \ub4a4\uc5d0 \uc788\ub294 \uac10\uc815\uc801 \ud1a4\uc744 \uacb0\uc815\ud560 \uc218 \uc788\uac8c \ud574\uc8fc\uba70, \uc774\ub294 \uace0\uac1d \ud53c\ub4dc\ubc31\uacfc \uc18c\uc15c \ubbf8\ub514\uc5b4 \uc0c1\ud638\uc791\uc6a9\uc744 \uc774\ud574\ud558\ub294 \ub370 \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uac10\uc815\uc744 \ubd84\uc11d\ud568\uc73c\ub85c\uc368, \ucc57\ubd07\uc740 \uc0ac\uc6a9\uc790 \uc694\uad6c\uc5d0 \ub354 \uc798 \ub9de\ub294 \uc751\ub2f5\uc744 \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>3. **\uae30\uacc4 \ubc88\uc5ed**: NLP\ub294 \ubc88\uc5ed \uc11c\ube44\uc2a4\ub97c \uc9c0\uc6d0\ud558\uc5ec Google \ubc88\uc5ed\uacfc \uac19\uc740 \ub3c4\uad6c\uc5d0\uc11c \ubcfc \uc218 \uc788\ub294 \uac83\ucc98\ub7fc \ud55c \uc5b8\uc5b4\uc5d0\uc11c \ub2e4\ub978 \uc5b8\uc5b4\ub85c \ud14d\uc2a4\ud2b8\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubc88\uc5ed\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \uc804 \uc138\uacc4 \uccad\uc911\uc744 \ub300\uc0c1\uc73c\ub85c \ud558\ub294 \ucc57\ubd07\uc5d0 \ud544\uc218\uc801\uc774\uba70, \uc5ec\ub7ec \uc5b8\uc5b4\ub85c \ud6a8\uacfc\uc801\uc73c\ub85c \uc18c\ud1b5\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n<p>4. **\uc790\ub3d9 \uc644\uc131 \ubc0f \uc608\uce21 \ud14d\uc2a4\ud2b8**: NLP \uc54c\uace0\ub9ac\uc998\uc740 \ubb38\ub9e5\uc5d0 \ub530\ub77c \ubb38\uc7a5\uc5d0\uc11c \ub2e4\uc74c \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\uc5ec \uba54\uc2dc\uc9d5 \uc571\uacfc \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc785\ub825 \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ub300\ud654\ub97c \ub354 \ub9e4\ub044\ub7fd\uace0 \uc9c1\uad00\uc801\uc73c\ub85c \ub9cc\ub4e4\uc5b4 \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>5. **\ucc57\ubd07 \ubc0f \uac00\uc0c1 \ube44\uc11c**: NLP\ub294 \uace0\uac1d \uc11c\ube44\uc2a4\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \ucc57\ubd07\uc758 \uae30\ub2a5\uc5d0 \ud544\uc218\uc801\uc774\uba70, \uc774\ub4e4\uc740 \uc0ac\uc6a9\uc790 \ubb38\uc758\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc774\ud574\ud558\uace0 \uc751\ub2f5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uba54\uc2e0\uc800 \ubd07\uc740 NLP\ub97c \ud65c\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \uba54\uc2dc\uc9c0\ub97c \ud574\uc11d\ud558\uace0 \uad00\ub828 \uc751\ub2f5\uc744 \uc81c\uacf5\ud558\uc5ec \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uadfc \uc5f0\uad6c\ub4e4\uc740 \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \ud1b5\ud55c NLP\uc758 \ubc1c\uc804\uc744 \uac15\uc870\ud558\uba70, \uc774\ub294 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uc815\ud655\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, BERT\uc640 GPT-3\uc640 \uac19\uc740 \ubcc0\ud658\uae30 \ubaa8\ub378\uc758 \ub3c4\uc785\uc740 \uae30\uacc4\uac00 \uc5b8\uc5b4\ub97c \ucc98\ub9ac\ud558\ub294 \ubc29\uc2dd\uc744 \ud601\uc2e0\uc801\uc73c\ub85c \ubcc0\ud654\uc2dc\ucf1c, \ud14d\uc2a4\ud2b8\uc758 \ub354 \ubbf8\ubb18\ud55c \uc774\ud574\uc640 \uc0dd\uc131\uc744 \uac00\ub2a5\ud558\uac8c \ud588\uc2b5\ub2c8\ub2e4. <\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, NLP\ub294 \uc778\uac04\uc758 \uc758\uc0ac\uc18c\ud1b5\uacfc \uae30\uacc4\uc758 \uc774\ud574 \uc0ac\uc774\uc758 \uac04\uadf9\uc744 \uba54\uc6b0\ub294 \uc911\uc694\ud55c \uae30\uc220\ub85c, \ucc57\ubd07\uc5d0\uc11c \ubc88\uc5ed \uc11c\ube44\uc2a4\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc744 \uac00\uc9c0\uace0 \uc788\uc5b4 \uc778\uacf5\uc9c0\ub2a5 \uc5f0\uad6c\uc758 \ud544\uc218 \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc790\uc2e0\uc758 \ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \ub354 \ub9ce\uc740 \ud1b5\ucc30\ub825\uc744 \uc5bb\uc73c\ub824\uba74, \ub2e4\uc74c \uac00\uc774\ub4dc\ub97c \ubc29\ubb38\ud558\uc138\uc694. <a href=\"https:\/\/messengerbot.app\/ko\/mastering-chatbot-flow-builder-a-comprehensive-guide-to-creating-your-perfect-chatbot-and-understanding-costs-features-and-free-options\/\">\uc790\uc2e0\ub9cc\uc758 AI \ucc57\ubd07 \ub9cc\ub4e4\uae30<\/a>.<\/p>\n<h2>\ucc57\ubd07\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c NLP\ub294 \ubb34\uc5c7\uc778\uac00\uc694?<\/h2>\n<p>\ucc57\ubd07\uc744 \uc704\ud55c \ucd5c\uace0\uc758 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ud50c\ub7ab\ud3fc\uc744 \uace0\ub824\ud560 \ub54c, \uc815\ud655\uc131, \ud1b5\ud569\uc758 \uc6a9\uc774\uc131, \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0 \ub4f1 \uc5ec\ub7ec \uc8fc\uc694 \uc694\uc18c\uac00 \uc791\uc6a9\ud569\ub2c8\ub2e4. 2025\ub144\uc758 \uc8fc\uc694 NLP \ucc57\ubd07 \ud50c\ub7ab\ud3fc\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ol>\n<li><strong>\uad6c\uae00 \ub2e4\uc774\uc5bc\ub85c\uadf8\ud50c\ub85c\uc6b0<\/strong>: \uac15\ub825\ud55c \uba38\uc2e0\ub7ec\ub2dd \uae30\ub2a5\uc73c\ub85c \uc720\uba85\ud55c Dialogflow\ub294 \uac1c\ubc1c\uc790\ub4e4\uc774 \ub2e4\uc591\ud55c \ud50c\ub7ab\ud3fc\uc744 \uc704\ud55c \ub300\ud654\ud615 \uc778\ud130\ud398\uc774\uc2a4\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc74c\uc131 \ubc0f \ud14d\uc2a4\ud2b8 \uc0c1\ud638\uc791\uc6a9\uc744 \uc9c0\uc6d0\ud558\uba70 Google Cloud \uc11c\ube44\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\uc5b4, \uace0\uac1d \uc11c\ube44\uc2a4\uc5d0\uc11c AI\ub97c \ud65c\uc6a9\ud558\ub824\ub294 \uae30\uc5c5\ub4e4\uc5d0\uac8c \ucd5c\uace0\uc758 \uc120\ud0dd\uc774 \ub429\ub2c8\ub2e4.<\/li>\n<li><strong>Microsoft Bot Framework<\/strong>: \uc774 \ud3ec\uad04\uc801\uc778 \ud504\ub808\uc784\uc6cc\ud06c\ub294 \uac1c\ubc1c\uc790\uac00 \uc5ec\ub7ec \ucc44\ub110\uc5d0\uc11c \ucc57\ubd07\uc744 \uad6c\ucd95, \ud14c\uc2a4\ud2b8 \ubc0f \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. Azure Cognitive Services\uc640\uc758 \ud1b5\ud569\uc744 \ud1b5\ud574 \uac10\uc815 \ubd84\uc11d \ubc0f \uc5b8\uc5b4 \uc774\ud574\ub97c \ud3ec\ud568\ud55c \uace0\uae09 NLP \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n<li><strong>IBM Watson Assistant<\/strong>: \uac15\ub825\ud55c AI \uae30\ub2a5\uc73c\ub85c \uc720\uba85\ud55c Watson Assistant\ub294 \uae30\uc5c5\uc5d0 \ub9e4\uc6b0 \uac1c\uc778\ud654\ub41c \ucc57\ubd07 \uacbd\ud5d8\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc790\uc5f0\uc5b4 \uc774\ud574(NLU)\ub97c \ud1b5\ud574 \ub9e5\ub77d \uc778\uc2dd \ub300\ud654\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ubcf5\uc7a1\ud55c \uace0\uac1d \ubb38\uc758\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>Rasa<\/strong>: \uc624\ud508 \uc18c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c\uc778 Rasa\ub294 \ucc57\ubd07\uc758 \ud589\ub3d9\uc5d0 \ub300\ud55c \uc720\uc5f0\uc131\uacfc \uc81c\uc5b4\ub85c \uc120\ud638\ub429\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \ud2b9\uc815 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c\uc5d0 \ub9de\ucd98 \ub9de\ucda4\ud615 NLP \ubaa8\ub378\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc5ec \ub192\uc740 \uc218\uc900\uc758 \uc0ac\uc6a9\uc790 \uc815\uc758\uac00 \ud544\uc694\ud55c \uc870\uc9c1\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>\uc544\ub9c8\uc874 \ub809\uc2a4<\/strong>: \uc774 \uc11c\ube44\uc2a4\ub294 Amazon Alexa\ub97c \uad6c\ub3d9\ud558\ub294 \uac83\uacfc \ub3d9\uc77c\ud55c \ub525 \ub7ec\ub2dd \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub300\ud654\ud615 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. Lex\ub294 \uc790\ub3d9 \uc74c\uc131 \uc778\uc2dd(ASR) \ubc0f \uc790\uc5f0\uc5b4 \uc774\ud574\ub97c \uc81c\uacf5\ud558\uc5ec \uac1c\ubc1c\uc790\uac00 \uc0ac\uc6a9\uc790\ub97c \uc790\uc5f0\uc2a4\ub7fd\uac8c \ucc38\uc5ec\uc2dc\ud0ac \uc218 \uc788\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud2f0\ub514\uc624<\/strong>: Tidio\ub294 \ub77c\uc774\ube0c \ucc44\ud305\uacfc \ucc57\ubd07 \uae30\ub2a5\uc744 \uacb0\ud569\ud558\uc5ec \uae30\uc5c5\uc5d0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \uc635\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. NLP \uae30\ub2a5\uc744 \ud1b5\ud574 \uc77c\ubc18\uc801\uc778 \ubb38\uc758\uc5d0 \ub300\ud55c \uc790\ub3d9 \uc751\ub2f5\uc774 \uac00\ub2a5\ud558\uc5ec \uace0\uac1d \ucc38\uc5ec\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \uc751\ub2f5 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>Chatbot.com<\/strong>: \uc774 \ud50c\ub7ab\ud3fc\uc740 \uad11\ubc94\uc704\ud55c \ucf54\ub529 \uc9c0\uc2dd \uc5c6\uc774 \ucc57\ubd07\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. NLP \uae30\ub2a5\uc740 \uc0ac\uc6a9\uc790 \uc758\ub3c4\ub97c \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\uc5b4 \uace0\uac1d \uc0c1\ud638\uc791\uc6a9\uc744 \uac1c\uc120\ud558\ub824\ub294 \uc911\uc18c\uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>LivePerson<\/strong>: \ub300\ud654\ud615 \uc0c1\uac70\ub798\uc5d0 \uc911\uc810\uc744 \ub454 LivePerson\uc740 AI\ub97c \uc0ac\uc6a9\ud558\uc5ec \ube0c\ub79c\ub4dc\uc640 \uc18c\ube44\uc790 \uac04\uc758 \uc758\ubbf8 \uc788\ub294 \uc0c1\ud638\uc791\uc6a9\uc744 \ucd09\uc9c4\ud569\ub2c8\ub2e4. \uadf8\ub4e4\uc758 NLP \uae30\uc220\uc740 \uace0\uac1d\uc758 \uc694\uad6c\ub97c \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\uc5b4 \ub354 \ub098\uc740 \ucc38\uc5ec\uc640 \uc804\ud658\uc728\uc744 \uc774\ub04c\uc5b4\ub0c5\ub2c8\ub2e4.<\/li>\n<li><strong>Kore.ai<\/strong>: \uc774 \uc5d4\ud130\ud504\ub77c\uc774\uc988\uae09 \ud50c\ub7ab\ud3fc\uc740 \uace0\uae09 NLP \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uba70 \ub300\uaddc\ubaa8 \uc870\uc9c1\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. Kore.ai\uc758 \ubd07\uc740 \ubcf5\uc7a1\ud55c \ucffc\ub9ac\ub97c \ucc98\ub9ac\ud558\uace0 \ub2e4\uc591\ud55c \uae30\uc5c5 \uc2dc\uc2a4\ud15c\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\uc5b4 \uad11\ubc94\uc704\ud55c \uace0\uac1d \uc11c\ube44\uc2a4 \uc694\uad6c\ub97c \uac00\uc9c4 \uae30\uc5c5\uc5d0 \uac15\ub825\ud55c \uc120\ud0dd\uc774 \ub429\ub2c8\ub2e4.<\/li>\n<li><strong>ManyChat<\/strong>: \uc8fc\ub85c \ub9c8\ucf00\ud305 \uc790\ub3d9\ud654\uc5d0 \uc911\uc810\uc744 \ub454 ManyChat\uc740 \uae30\uc5c5\uc774 Facebook Messenger \ubc0f SMS\uc6a9 \ucc57\ubd07\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc778\ud130\ud398\uc774\uc2a4\uc640 NLP \uae30\ub2a5\uc740 \ud6a8\uacfc\uc801\uc778 \uace0\uac1d \ucc38\uc5ec \ubc0f \ub9ac\ub4dc \uc0dd\uc131\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \ucc57\ubd07\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c NLP\ub294 \uc6d0\ud558\ub294 \uc0ac\uc6a9\uc790 \uc815\uc758 \uc218\uc900, \ud1b5\ud569 \uae30\ub2a5 \ubc0f \uc0c1\ud638\uc791\uc6a9\uc758 \ubcf5\uc7a1\uc131\uc744 \ud3ec\ud568\ud55c \ud2b9\uc815 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4. \ucc57\ubd07\uc744 \ud1b5\ud574 \uace0\uac1d \uc11c\ube44\uc2a4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub824\ub294 \uae30\uc5c5\uc744 \uc704\ud574, <a href=\"https:\/\/cloud.google.com\/dialogflow\" target=\"_blank\" rel=\"noopener\">\uad6c\uae00 \ub2e4\uc774\uc5bc\ub85c\uadf8\ud50c\ub85c\uc6b0<\/a> \uadf8\ub9ac\uace0 <a href=\"https:\/\/www.ibm.com\/cloud\/watson-assistant\/\" target=\"_blank\" rel=\"noopener\">IBM Watson Assistant<\/a> \uace0\uae09 NLP \uae30\ub2a5\uacfc \uc0ac\uc6a9 \uc6a9\uc774\uc131 \ub355\ubd84\uc5d0 \ub450\ub4dc\ub7ec\uc9d1\ub2c8\ub2e4.<\/p>\n<h3>\ucd5c\uace0\uc758 NLP \ucc57\ubd07 \uc0ac\ub840: \uc0ac\ub840 \uc5f0\uad6c<\/h3>\n<p>NLP \ucc57\ubd07\uc758 \ud6a8\uacfc\ub97c \uc124\uba85\ud558\uae30 \uc704\ud574, \uace0\uac1d \uc11c\ube44\uc2a4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 NLP \ucc57\ubd07\uc744 \uad6c\ud604\ud55c \uc18c\ub9e4 \ud68c\uc0ac\uc758 \uc0ac\ub840 \uc5f0\uad6c\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. NLP\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucc57\ubd07\uc744 \ud1b5\ud569\ud568\uc73c\ub85c\uc368, \uc774 \ud68c\uc0ac\ub294:<\/p>\n<ul>\n<li><strong>\uc751\ub2f5 \uc2dc\uac04 \uac1c\uc120:<\/strong> \ucc57\ubd07\uc740 \uace0\uac1d \ubb38\uc758\uc5d0 \uc989\uac01\uc801\uc778 \uc751\ub2f5\uc744 \uc81c\uacf5\ud558\uc5ec \uc804\ud1b5\uc801\uc778 \uace0\uac1d \uc11c\ube44\uc2a4 \ubc29\ubc95\uc5d0 \ube44\ud574 \ub300\uae30 \uc2dc\uac04\uc744 \ud06c\uac8c \uc904\uc600\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uace0\uac1d \ub9cc\uc871\ub3c4 \uc99d\uac00:<\/strong> \uc790\uc5f0\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc744 \uac16\ucd98 \ucc57\ubd07\uc740 \uace0\uac1d\uc758 \uc6b0\ub824\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud574\uacb0\ud558\uc5ec \ub354 \ub192\uc740 \ub9cc\uc871\ub3c4 \ud3c9\uac00\ub97c \uc774\ub04c\uc5b4\ub0c8\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc6b4\uc601 \ud6a8\uc728\ud654:<\/strong> \uc77c\ubc18\uc801\uc778 \ubb38\uc758\ub97c \uc790\ub3d9\ud654\ud568\uc73c\ub85c\uc368, \ucc57\ubd07\uc740 \uc778\uac04 \uc0c1\ub2f4\uc6d0\uc774 \ub354 \ubcf5\uc7a1\ud55c \ubb38\uc81c\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc5ec \uc804\ubc18\uc801\uc778 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ucd5c\uc801\ud654\ud588\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uadc0\uc911\ud55c \ud1b5\ucc30\ub825 \uc218\uc9d1:<\/strong> \ucc57\ubd07\uc740 \uace0\uac1d \uc0c1\ud638\uc791\uc6a9\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uc5ec \ud68c\uc0ac\uac00 \ud2b8\ub80c\ub4dc\ub97c \ubd84\uc11d\ud558\uace0 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc744 \uac1c\uc120\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc774 \uc0ac\ub840 \uc5f0\uad6c\ub294 \uc5b4\ub5bb\uac8c \uad6c\ud604\ud558\ub294\uc9c0\uac00 \uace0\uac1d \ucc38\uc5ec\uc640 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ubcc0\ud654\uc2dc\ud0ac \uc218 \uc788\ub294\uc9c0\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. <a href=\"https:\/\/messengerbot.app\/ko\/%ec%9e%90%ec%97%b0%ec%96%b4-%ec%b1%97%eb%b4%87-%ed%83%90%ec%83%89-nlp%ea%b0%80-%ec%9d%b8%ea%b0%84-%ec%83%81%ed%98%b8%ec%9e%91%ec%9a%a9%ec%9d%84-%ec%96%b4%eb%96%bb%ea%b2%8c-%eb%b3%80%ed%99%94%ec%8b%9c\/\">NLP \ucc57\ubd07<\/a> \ucc57\ubd07 \uc194\ub8e8\uc158\uc744 \uace0\ub824\ud558\ub294 \uae30\uc5c5\uc5d0\uac8c\ub294, \uace0\uac1d \uc0c1\ud638\uc791\uc6a9\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 NLP\uc758 \uae30\ub2a5\uc5d0 \ub300\ud55c \ucd94\uac00 \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \ud50c\ub7ab\ud3fc\uc744 \ud0d0\uc0c9\ud558\ub294 \uac83\uc774 \uc720\uc775\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/brainpod.ai\" target=\"_blank\" rel=\"noopener\">\ube0c\ub808\uc778 \ud3ec\ub4dc AI<\/a> \uace0\uac1d \uc0c1\ud638\uc791\uc6a9\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 NLP\uc758 \uae30\ub2a5\uc5d0 \ub300\ud55c \ucd94\uac00 \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \ud50c\ub7ab\ud3fc\uc744 \ud0d0\uc0c9\ud558\ub294 \uac83\uc774 \uc720\uc775\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>ChatGPT\ub294 NLP\uc778\uac00\uc694?<\/h2>\n<p>ChatGPT\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uac00 \uc815\uad50\ud55c \ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \ub370 \uc5b4\ub5bb\uac8c \ud65c\uc6a9\ub420 \uc218 \uc788\ub294\uc9c0\ub97c \ubcf4\uc5ec\uc8fc\ub294 \ub300\ud45c\uc801\uc778 \uc608\uc785\ub2c8\ub2e4. OpenAI\uc758 \uc81c\ud488\uc778 ChatGPT\ub294 \uace0\uae09 NLP \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790\uc640\uc758 \ub9e4\ub825\uc801\uc774\uace0 \uc758\ubbf8 \uc788\ub294 \ub300\ud654\ub97c \ucd09\uc9c4\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \uc785\ub825\uc744 \uc774\ud574\ud558\uace0 \ub9e5\ub77d\uc5d0 \ub9de\ub294 \uc751\ub2f5\uc744 \uc0dd\uc131\ud568\uc73c\ub85c\uc368 ChatGPT\ub294 \ud604\ub300 NLP\uc758 \ucc57\ubd07\uc5d0\uc11c\uc758 \ub2a5\ub825\uc744 \uc798 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<h3>NLP \ub3c4\uad6c\ub85c\uc11c\uc758 ChatGPT \ud0d0\uc0c9<\/h3>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub294 \uc778\uacf5\uc9c0\ub2a5(AI) \ub0b4\uc5d0\uc11c \ucef4\ud4e8\ud130\uc640 \uc778\uac04 \uc5b8\uc5b4 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9\uc5d0 \uc911\uc810\uc744 \ub454 \uc804\ubb38 \ubd84\uc57c\uc785\ub2c8\ub2e4. OpenAI\uc5d0\uc11c \uac1c\ubc1c\ud55c ChatGPT\ub294 NLP \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \ud14d\uc2a4\ud2b8 \uae30\ubc18 \ub300\ud654\ub97c \ucd09\uc9c4\ud558\ub294 \uc815\uad50\ud55c \ucc57\ubd07\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \uc785\ub825\uc744 \uc774\ud574\ud558\uace0 \uc815\ud655\ud558\uac8c \uc751\ub2f5\ud558\uba70 \uc6d0\ubcf8 \ucf58\ud150\uce20\ub97c \uc0dd\uc131\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ud604\ub300 NLP\uc758 \ub2a5\ub825\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<p>ChatGPT\ub294 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\ub85c \ubd84\ub958\ub418\uba70, \ub2e4\uc591\ud55c \ud14d\uc2a4\ud2b8 \uc18c\uc2a4\ub97c \ud3ec\ud568\ud558\ub294 \ubc29\ub300\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub85c \ud6c8\ub828\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \ud6c8\ub828\uc744 \ud1b5\ud574 \uc5b8\uc5b4, \ubb38\ubc95 \ubc0f \ub9e5\ub77d\uc758 \ub258\uc559\uc2a4\ub97c \ubc30\uc6b0\uace0 \uc778\uac04 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. ChatGPT\uc758 \uc791\ub3d9 \uba54\ucee4\ub2c8\uc998\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uc785\ub825:<\/strong> \uc0ac\uc6a9\uc790\ub294 \ud14d\uc2a4\ud2b8 \ud504\ub86c\ud504\ud2b8\ub098 \uc9c8\ubb38\uc744 \uc81c\uacf5\ud558\uc5ec ChatGPT\uc640 \uc0c1\ud638\uc791\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ucc98\ub9ac:<\/strong> \ubaa8\ub378\uc740 \uace0\uae09 NLP \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc785\ub825\uc744 \ubd84\uc11d\ud558\uace0 \uadf8 \uc758\ubbf8\ub97c \ud574\ub3c5\ud558\uba70 \ub300\ud654\uc758 \ub9e5\ub77d\uc744 \uacb0\uc815\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ucd9c\ub825:<\/strong> \uc774 \ubd84\uc11d\uc744 \ubc14\ud0d5\uc73c\ub85c ChatGPT\ub294 \uc778\uac04\uacfc \uc720\uc0ac\ud55c \ub300\ud654\ub97c \ubaa8\ubc29\ud558\ub294 \uc77c\uad00\ub418\uace0 \ub9e5\ub77d\uc5d0 \ub9de\ub294 \uc751\ub2f5\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>\ucc57\ubd07\uc5d0\uc11c ChatGPT \uc0ac\uc6a9\uc758 \uc774\uc810<\/h3>\n<p>ChatGPT\ub97c \ucc57\ubd07\uc5d0 \ud1b5\ud569\ud558\uba74 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uacfc \ucc38\uc5ec\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \ud2b9\ud788 \ub9ce\uc740 \uc774\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc774\uc810\uc785\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\ud5a5\uc0c1\ub41c \uace0\uac1d \uc11c\ube44\uc2a4:<\/strong> ChatGPT\ub294 \uace0\uac1d \ubb38\uc758\uc5d0 \uc989\uac01\uc801\uc778 \uc751\ub2f5\uc744 \uc81c\uacf5\ud558\uc5ec \ubb38\uc81c\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ud574\uacb0\ud558\uace0 \ub9cc\uc871\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>\ucf58\ud150\uce20 \uc0dd\uc131:<\/strong> \uc774 \ubaa8\ub378\uc740 \uae30\uc0ac, \uc18c\uc15c \ubbf8\ub514\uc5b4 \ucf58\ud150\uce20 \ubc0f \uc774\uba54\uc77c \uc0dd\uc131\uc5d0 \ub3c4\uc6c0\uc744 \uc8fc\uc5b4 \ube44\uc988\ub2c8\uc2a4\uc758 \uae00\uc4f0\uae30 \ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uad50\uc721 \uc9c0\uc6d0:<\/strong> ChatGPT\ub294 \uc124\uba85\uacfc \ud29c\ud130\ub9c1\uc744 \uc81c\uacf5\ud558\uc5ec \ub3c4\uc6c0\uc744 \ucc3e\ub294 \ud559\uc0dd\ub4e4\uc5d0\uac8c \uadc0\uc911\ud55c \uc790\uc6d0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n<li><strong>\ucf54\ub529 \uc9c0\uc6d0:<\/strong> \uac1c\ubc1c\uc790\ub294 \ucf54\ub529 \uc791\uc5c5, \ub514\ubc84\uae45 \ubc0f \ud504\ub85c\uadf8\ub798\ubc0d \ud1b5\ucc30\ub825\uc744 \uc5bb\uae30 \uc704\ud574 ChatGPT\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>ChatGPT\ub97c \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 \uae30\uc5c5\uc740 \ucc57\ubd07\uc758 \uae30\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ucf1c \uc0ac\uc6a9\uc790 \uc694\uad6c\ub97c \ucda9\uc871\ud558\ub294 \ub370 \ub354 \ubc18\uc751\uc801\uc774\uace0 \ud6a8\uacfc\uc801\uc73c\ub85c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. NLP \ubc0f \ucc57\ubd07\uc5d0\uc11c\uc758 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ub300\ud55c \ucd94\uac00 \ud0d0\uc0c9\uc744 \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \uc790\ub8cc\ub97c \ud655\uc778\ud574 \ubcf4\uc138\uc694. <a href=\"https:\/\/www.ibm.com\/cloud\/learn\/what-is-nlp\" target=\"_blank\" rel=\"noopener\">IBM\uc758 NLP \uac1c\uc694<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/04\/nlp-chatbot-example-470451.avif\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>NLP\ub294 AI\uc640 \uc5b4\ub5bb\uac8c \ub2e4\ub985\ub2c8\uae4c?<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc640 \uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uc11c\ub85c \uc5f0\uacb0\ub41c \ubd84\uc57c\uc774\uc9c0\ub9cc, \uac01\uae30 \ub2e4\ub978 \ubaa9\uc801\uc744 \uac00\uc9c0\uace0 \uc788\uc73c\uba70 \ub2e4\ub978 \ubc29\ubc95\ub860\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774 \ub450 \ubd84\uc57c\uc758 \ucc28\uc774\ub97c \uc774\ud574\ud558\ub294 \uac83\uc740 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uadf8\ub4e4\uc758 \ub2a5\ub825\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4, \ud2b9\ud788 <a href=\"https:\/\/messengerbot.app\/ko\/%ec%9e%90%ec%97%b0%ec%96%b4-%ec%b1%97%eb%b4%87-%ed%83%90%ec%83%89-nlp%ea%b0%80-%ec%9d%b8%ea%b0%84-%ec%83%81%ed%98%b8%ec%9e%91%ec%9a%a9%ec%9d%84-%ec%96%b4%eb%96%bb%ea%b2%8c-%eb%b3%80%ed%99%94%ec%8b%9c\/\">\ucc57\ubd07<\/a>.<\/p>\n<h3>NLP\uc640 AI\uc758 \uad6c\ubd84<\/h3>\n<p><strong>\uc815\uc758 \ubc0f \ubc94\uc704:<\/strong><\/p>\n<ul>\n<li><strong>\uc790\uc5f0\uc5b4 \ucc98\ub9ac (NLP):<\/strong> NLP\ub294 \uc790\uc5f0\uc5b4\ub97c \ud1b5\ud574 \ucef4\ud4e8\ud130\uc640 \uc778\uac04 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 AI\uc758 \ud558\uc704 \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc774\ub294 \uae30\uacc4\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud558\uba70 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ub2e4\uc591\ud55c \uae30\uc220\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:\n<ul>\n<li><strong>\ud1a0\ud070\ud654:<\/strong> \ud14d\uc2a4\ud2b8\ub97c \uac1c\ubcc4 \ub2e8\uc5b4 \ub610\ub294 \uad6c\ub85c \ub098\ub204\ub294 \uac83.<\/li>\n<li><strong>\ud30c\uc2f1:<\/strong> \ubb38\uc7a5\uc758 \ubb38\ubc95 \uad6c\uc870\ub97c \ubd84\uc11d\ud558\ub294 \uac83.<\/li>\n<li><strong>\uba85\uba85\ub41c \uac1c\uccb4 \uc778\uc2dd(NER):<\/strong> \ud14d\uc2a4\ud2b8\uc5d0\uc11c \uc774\ub984, \uc870\uc9c1 \ubc0f \uc704\uce58\uc640 \uac19\uc740 \uc8fc\uc694 \uc5d4\ud2f0\ud2f0\ub97c \uc2dd\ubcc4\ud558\uace0 \ubd84\ub958\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ud488\uc0ac \ud0dc\uae45:<\/strong> \uac01 \ub2e8\uc5b4\uc5d0 \ud488\uc0ac\ub97c \ud560\ub2f9\ud558\uc5ec(\uc608: \uba85\uc0ac, \ub3d9\uc0ac) \ubb38\ub9e5\uc744 \uc774\ud574\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\uc778\uacf5\uc9c0\ub2a5 (AI):<\/strong> AI\ub294 \uae30\uacc4\uac00 \uc778\uac04\uc758 \uc9c0\ub2a5 \ud504\ub85c\uc138\uc2a4\ub97c \uc2dc\ubbac\ub808\uc774\uc158\ud558\ub294 \ub354 \ub113\uc740 \uac1c\ub150\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ud559\uc2b5, \ucd94\ub860, \ubb38\uc81c \ud574\uacb0, \uc778\uc2dd \ubc0f \uc5b8\uc5b4 \uc774\ud574\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. AI\ub294 NLP \uc678\uc5d0\ub3c4 \uae30\uacc4 \ud559\uc2b5, \ub85c\ubd07 \uacf5\ud559 \ubc0f \ucef4\ud4e8\ud130 \ube44\uc804\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uae30\uc220\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>AI \uae30\ubc18 \ucc57\ubd07\uc5d0\uc11c NLP\uc758 \uc5ed\ud560<\/h3>\n<p><strong>\uae30\ub2a5:<\/strong><\/p>\n<ul>\n<li><strong>NLP:<\/strong> \uc8fc\ub85c \uc5b8\uc5b4 \uc774\ud574 \ubc0f \uc0dd\uc131\uacfc \uad00\ub828\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. <a href=\"https:\/\/messengerbot.app\/ko\/%ec%b5%9c%ea%b3%a0%ec%9d%98-ai-%ea%b3%a0%ea%b0%9d-%ec%84%9c%eb%b9%84%ec%8a%a4-%ec%86%94%eb%a3%a8%ec%85%98%ea%b3%bc-%ec%82%ac%ec%9a%a9%ec%9e%90-%ea%b2%bd%ed%97%98%ec%97%90-%eb%af%b8%ec%b9%98%eb%8a%94\/\">\ucc57\ubd07<\/a>, \uac10\uc815 \ubd84\uc11d \ubc0f \uc5b8\uc5b4 \ubc88\uc5ed. \uc608\ub97c \ub4e4\uc5b4, \uba54\uc2e0\uc800 \ubd07\uc740 NLP\ub97c \ud65c\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \ucffc\ub9ac\ub97c \uc774\ud574\ud558\uace0 \uc801\uc808\ud558\uac8c \uc751\ub2f5\ud558\uc5ec \ub300\ud654\ud615 \uc778\ud130\ud398\uc774\uc2a4\ub97c \ud1b5\ud574 \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n<li><strong>AI:<\/strong> \uc5b8\uc5b4\ub97c \ub118\uc5b4 \uc774\ubbf8\uc9c0 \uc778\uc2dd, \uc790\uc728\uc801 \uc758\uc0ac \uacb0\uc815 \ubc0f \uc608\uce21 \ubd84\uc11d\uc744 \ud3ec\ud568\ud55c \ub354 \ub113\uc740 \ubc94\uc704\uc758 \uae30\ub2a5\uc744 \ud3ec\uad04\ud569\ub2c8\ub2e4. AI \uc2dc\uc2a4\ud15c\uc740 \ub370\uc774\ud130 \ud328\ud134\uc744 \ubd84\uc11d\ud558\uace0 \ud574\ub2f9 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc608\uce21 \ub610\ub294 \ucd94\ucc9c\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc694\uc57d\ud558\uc790\uba74, NLP\ub294 \uc5b8\uc5b4\uc5d0 \uc911\uc810\uc744 \ub454 AI\uc758 \ub354 \ub113\uc740 \ubd84\uc57c \ub0b4\uc758 \uc804\ubb38 \ubd84\uc57c\uc778 \ubc18\uba74, AI\ub294 \ub2e4\uc591\ud55c \uae30\uc220\uacfc \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\ubd84\uc744 \uc774\ud574\ud558\ub294 \uac83\uc740 \ud6a8\uacfc\uc801\uc778 \uad6c\ud604\uc744 \uc704\ud574 \uc911\uc694\ud569\ub2c8\ub2e4. <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\/\">NLP\ub97c \uc0ac\uc6a9\ud558\ub294 \ucc57\ubd07<\/a> \ub514\uc9c0\ud138 \ud50c\ub7ab\ud3fc \uc804\ubc18\uc5d0 \uac78\uccd0 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0.<\/p>\n<h2>NLP\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucc98\uc74c\ubd80\ud130 \ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc740?<\/h2>\n<p>NLP\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucc98\uc74c\ubd80\ud130 \ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \uac83\uc740 \ubd07\uc774 \ud6a8\uacfc\uc801\uc774\uace0 \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc774\ub3c4\ub85d \ubcf4\uc7a5\ud558\ub294 \uc5ec\ub7ec \uc8fc\uc694 \ub2e8\uacc4\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc544\ub798\ub294 \uc790\uc2e0\ub9cc\uc758 <strong>nlp \ucc57\ubd07\uc744 \uad6c\ucd95\ud558\ub294 \uacfc\uc815\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uac00\uc774\ub4dc\uc785\ub2c8\ub2e4.<\/strong>.<\/p>\n<h3>NLP\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucc57\ubd07\uc744 \uad6c\ucd95\ud558\ub294 \ub2e8\uacc4\ubcc4 \uac00\uc774\ub4dc<\/h3>\n<ol>\n<li><strong>\ubaa9\uc801 \ubc0f \ubc94\uc704 \uc815\uc758:<\/strong> \ucc57\ubd07\uc758 \ubaa9\ud45c, \ub300\uc0c1 \uccad\uc911 \ubc0f \uc218\ud589\ud560 \ud2b9\uc815 \uc791\uc5c5\uc744 \uba85\ud655\ud558\uac8c \uc124\uba85\ud569\ub2c8\ub2e4. \uc774 \uae30\ucd08 \ub2e8\uacc4\ub294 \ucc57\ubd07\uc774 \uc0ac\uc6a9\uc790 \uc694\uad6c\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ucda9\uc871\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uac1c\ubc1c \ud50c\ub7ab\ud3fc \uc120\ud0dd:<\/strong> \uac15\ub825\ud55c \ud50c\ub7ab\ud3fc\uc744 \uc120\ud0dd\ud558\uc2ed\uc2dc\uc624. <a href=\"https:\/\/dialogflow.com\" target=\"_blank\" rel=\"noopener\">Dialogflow<\/a>, <a href=\"https:\/\/rasa.com\" target=\"_blank\" rel=\"noopener\">Rasa<\/a>, \ub610\ub294 <a href=\"https:\/\/azure.microsoft.com\/en-us\/services\/bot-services\/\" target=\"_blank\" rel=\"noopener\">Microsoft Bot Framework<\/a>. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 <strong>\uc790\uc5f0\uc5b4 \ucc98\ub9ac \ucc57\ubd07<\/strong> \ubc0f \ud1b5\ud569 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ub300\ud654 \ud750\ub984 \uc124\uacc4:<\/strong> \uc0ac\uc6a9\uc790 \uc758\ub3c4\uc640 \uac00\ub2a5\ud55c \uc751\ub2f5\uc744 \ud3ec\ud568\ud558\uc5ec \ub300\ud654 \uacbd\ub85c\ub97c \uacc4\ud68d\ud558\uc2ed\uc2dc\uc624. \uc774\ub294 \ud750\ub984\ub3c4\ub098 \ub300\ud654 \ub514\uc790\uc778 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0c1\ud638\uc791\uc6a9\uc744 \uc2dc\uac01\ud654\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>NLP \uae30\uc220 \uad6c\ud604:<\/strong> \ub2e4\uc74c\uacfc \uac19\uc740 NLP \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud65c\uc6a9\ud558\uc2ed\uc2dc\uc624. <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> \ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc785\ub825\uc744 \ucc98\ub9ac\ud558\uace0 \ubd84\uc11d\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \uc0ac\uc6a9\uc790 \uc758\ub3c4\ub97c \uc774\ud574\ud558\uace0, \uc5d4\ud2f0\ud2f0\ub97c \ucd94\ucd9c\ud558\uba70, \ub9e5\ub77d\uc744 \uad00\ub9ac\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n<li><strong>\ucc57\ubd07 \ud6c8\ub828:<\/strong> \uc0ac\uc6a9\uc790 \ucffc\ub9ac \ubc0f \uc751\ub2f5\uc744 \ud3ec\ud568\ud55c \ud6c8\ub828 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \uc804\ucc98\ub9ac\ud569\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucc57\ubd07\uc744 \ud6c8\ub828\uc2dc\ucf1c \ub2e4\uc591\ud55c \uc785\ub825\uc744 \uc815\ud655\ud558\uac8c \ud574\uc11d\ud558\uace0 \uc751\ub2f5\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc131\ub2a5 \ud5a5\uc0c1\uc744 \uc704\ud574 \ud6c8\ub828 \ub370\uc774\ud130\ub97c \uc815\uae30\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ud558\uc2ed\uc2dc\uc624.<\/li>\n<li><strong>\ud14c\uc2a4\ud2b8 \ubc0f \ubc18\ubcf5:<\/strong> \ucca0\uc800\ud55c \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\uc5ec \uac1c\uc120\uc774 \ud544\uc694\ud55c \uc601\uc5ed\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31\uc744 \uc218\uc9d1\ud558\uace0 \uc2e4\uc81c \uc0c1\ud638\uc791\uc6a9\uc744 \uae30\ubc18\uc73c\ub85c \ucc57\ubd07\uc758 \uc751\ub2f5 \ubc0f \uae30\ub2a5\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubc30\ud3ec \ubc0f \ubaa8\ub2c8\ud130\ub9c1:<\/strong> \uc120\ud0dd\ud55c \ud50c\ub7ab\ud3fc, \uc608\ub97c \ub4e4\uc5b4 \uc6f9\uc0ac\uc774\ud2b8\ub098 \uba54\uc2dc\uc9d5 \uc571\uc5d0\uc11c \ucc57\ubd07\uc744 \ucd9c\uc2dc\ud569\ub2c8\ub2e4. \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \ucc38\uc5ec \ubc0f \ub9cc\uc871\ub3c4\ub97c \ucd94\uc801\ud558\uba70 \uc131\ub2a5\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ucd5c\uc801\ud654 \ubc0f \uc5c5\ub370\uc774\ud2b8:<\/strong> \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9 \ubc0f <strong>\ucc57\ubd07\uc744 \uc704\ud55c NLP<\/strong>. \uc774\ub97c \ud1b5\ud574 \ucc57\ubd07\uc774 \uad00\ub828\uc131\uc744 \uc720\uc9c0\ud558\uace0 \ud6a8\uacfc\uc801\uc73c\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h3>NLP \ucc57\ubd07 \ud504\ub85c\uc81d\ud2b8: \ub3c4\uad6c \ubc0f \ub9ac\uc18c\uc2a4<\/h3>\n<p>\uc5ec\uc815\uc744 \uc2dc\uc791\ud560 \ub54c, \uc62c\ubc14\ub978 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uace0\ub824\ud574\uc57c \ud560 \uba87 \uac00\uc9c0 \uc778\uae30 \uc788\ub294 \ud504\ub808\uc784\uc6cc\ud06c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4: <strong>\ucc57\ubd07 \uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/strong> \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \uc801\uc808\ud55c \ub3c4\uad6c\uc640 \ub9ac\uc18c\uc2a4\ub97c \ud65c\uc6a9\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ucd94\ucc9c\ud558\ub294 \ub3c4\uad6c\uc785\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uac1c\ubc1c \ud50c\ub7ab\ud3fc:<\/strong> \uc55e\uc11c \uc5b8\uae09\ud588\ub4ef\uc774, <a href=\"https:\/\/dialogflow.com\" target=\"_blank\" rel=\"noopener\">Dialogflow<\/a> \uadf8\ub9ac\uace0 <a href=\"https:\/\/rasa.com\" target=\"_blank\" rel=\"noopener\">Rasa<\/a> \uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uad6c\ucd95\uc5d0 \ud0c1\uc6d4\ud569\ub2c8\ub2e4. <strong>NLP\uc744 \uc0ac\uc6a9\ud558\ub294 \ucc57\ubd07<\/strong>.<\/li>\n<li><strong>NLP \ub77c\uc774\ube0c\ub7ec\ub9ac:<\/strong> \ub2e4\uc74c\uacfc \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac <a href=\"https:\/\/spacy.io\" target=\"_blank\" rel=\"noopener\">spaCy<\/a> \uadf8\ub9ac\uace0 <a href=\"https:\/\/www.nltk.org\" target=\"_blank\" rel=\"noopener\">NLTK<\/a> \ub294 \uc5b8\uc5b4 \ucc98\ub9ac \ubc0f \uc0ac\uc6a9\uc790 \uc785\ub825 \uc774\ud574\ub97c \uc704\ud55c \uac15\ub825\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubd84\uc11d \ub3c4\uad6c:<\/strong> \ubd84\uc11d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ucc57\ubd07\uc758 \uc131\ub2a5\uc744 \uac1c\uc120\ud558\uc138\uc694. \ub2e4\uc74c\uacfc \uac19\uc740 \ud50c\ub7ab\ud3fc\uc774 <a href=\"https:\/\/www.google.com\/analytics\/\" target=\"_blank\" rel=\"noopener\">Google Analytics<\/a> \uc774 \ubaa9\uc801\uc744 \uc704\ud574 \ud1b5\ud569\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ubb38\uc11c \ubc0f \ud29c\ud1a0\ub9ac\uc5bc:<\/strong> \ub2e4\uc74c\uacfc \uac19\uc740 \ub9ac\uc18c\uc2a4 <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\/\">\uba54\uc2e0\uc800 \ubd07 \ud29c\ud1a0\ub9ac\uc5bc<\/a> \ub294 \ucc57\ubd07 \uad6c\ucd95 \ubc0f \ucd5c\uc801\ud654\uc5d0 \ub300\ud55c \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc774 \ub2e8\uacc4\ub97c \ub530\ub974\uace0 \uc801\uc808\ud55c \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uba74 \ub9e4\uc6b0 \uae30\ub2a5\uc801\uc778 <strong>NLP \ucc57\ubd07 \uc608\uc2dc<\/strong> \ub97c \ub9cc\ub4e4\uc5b4 \uc0ac\uc6a9\uc790 \ucc38\uc5ec\ub97c \uc99d\uc9c4\ud558\uace0 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\ub97c \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>NLP \ucc57\ubd07 GitHub \ub9ac\uc18c\uc2a4<\/h2>\n<p>NLP \ucc57\ubd07 \ub9ac\uc18c\uc2a4\ub97c \uc704\ud55c GitHub \ud0d0\uc0c9\uc740 \uc774\ud574\uc640 \uad6c\ud604\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong>\uc790\uc5f0\uc5b4 \ucc98\ub9ac \ucc57\ubd07<\/strong>. GitHub\ub294 \ucc57\ubd07 \uad6c\ucd95\uc744 \uc704\ud574 \ud2b9\ubcc4\ud788 \uc124\uacc4\ub41c \ucf54\ub4dc \uc608\uc81c, \ud504\ub808\uc784\uc6cc\ud06c \ubc0f \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\ub294 \ub2e4\uc591\ud55c \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac\ub97c \ud638\uc2a4\ud305\ud569\ub2c8\ub2e4. <strong>NLP\ub97c \uc0ac\uc6a9\ud558\ub294 \ucc57\ubd07<\/strong>. \uc5ec\uae30\uc5d0\uc11c\ub294 \ub450 \uac00\uc9c0 \uc8fc\uc694 \uc601\uc5ed\uc778 Python \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac\uc640 \ucc57\ubd07 \uac1c\ubc1c \uc5ec\uc815\uc744 \uc2dc\uc791\ud560 \uc218 \uc788\ub294 \ubb34\ub8cc \uc608\uc81c\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>NLP \ucc57\ubd07 Python GitHub \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac \ud0d0\uc0c9<\/h3>\n<p>Python\uc740 \ucc57\ubd07 \uac1c\ubc1c\uc744 \uc704\ud55c \uac00\uc7a5 \uc778\uae30 \uc788\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. <strong>nlp \ucc57\ubd07<\/strong> \uc758 \ub2e8\uc21c\uc131\uacfc \uac15\ub825\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac \ub355\ubd84\uc785\ub2c8\ub2e4. \uc8fc\ubaa9\ud560 \ub9cc\ud55c GitHub \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac\ub85c\ub294 \ub2e4\uc74c\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/RasaHQ\/rasa\" target=\"_blank\" rel=\"noopener\">Rasa<\/a>: \ucee8\ud14d\uc2a4\ud2b8 AI \uc5b4\uc2dc\uc2a4\ud134\ud2b8 \ubc0f <strong>\ucc57\ubd07 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uad6c\ucd95\uc744 \uc704\ud55c \uc624\ud508 \uc18c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c<\/strong>. \ub77c\uc0ac\ub294 \uc758\ub3c4 \uc778\uc2dd, \ub300\ud654 \uad00\ub9ac \ub4f1\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li><a href=\"https:\/\/github.com\/ChatScript\/ChatScript\" target=\"_blank\" rel=\"noopener\">\ucc57\uc2a4\ud06c\ub9bd\ud2b8<\/a>: \uac1c\ubc1c\uc790\uac00 \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uaddc\uce59 \uae30\ubc18 \uc5d4\uc9c4\uc785\ub2c8\ub2e4. <strong>NLP\uc744 \uc0ac\uc6a9\ud558\ub294 \ucc57\ubd07<\/strong> \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \ub300\ud654\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><a href=\"https:\/\/github.com\/microsoft\/BotFramework\" target=\"_blank\" rel=\"noopener\">Microsoft Bot Framework<\/a>: \ub2e4\uc591\ud55c \ucc44\ub110\uacfc \ud1b5\ud569\ud560 \uc218 \uc788\ub294 <strong>\ucc57\ubd07 NLP<\/strong> \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4.<\/li>\n<li><a href=\"https:\/\/github.com\/DeepPavlov\/DeepPavlov\" target=\"_blank\" rel=\"noopener\">DeepPavlov<\/a>: \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad6c\ucd95\uc744 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378\uacfc \ub300\ud654 \uc2dc\uc2a4\ud15c\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. <strong>\ucc57\ubd07 \uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/strong> \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8, \ub300\ud654 \uc2dc\uc2a4\ud15c\uc744 \uc704\ud55c \uc0ac\uc804 \ud6c8\ub828\ub41c \ubaa8\ub378\uacfc \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc774 \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac\ub294 \ucf54\ub4dc\ubfd0\ub9cc \uc544\ub2c8\ub77c \ubb38\uc11c\uc640 \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\ub3c4 \uc81c\uacf5\ud558\uc5ec \uad6c\ud604\uc744 \uc27d\uac8c \ub9cc\ub4ed\ub2c8\ub2e4. <strong>\ucc57\ubd07\uc744 \uc704\ud55c NLP<\/strong> \ud6a8\uacfc\uc801\uc73c\ub85c.<\/p>\n<h3>\ubb34\ub8cc NLP \ucc57\ubd07 \uc608\uc81c \ubc0f GitHub \ud504\ub85c\uc81d\ud2b8<\/h3>\n<p>\uc2e4\uc6a9\uc801\uc778 \uad6c\ud604\uc744 \ubcf4\uace0 \uc2f6\uc5b4\ud558\ub294 \ubd84\ub4e4\uc744 \uc704\ud574 <strong>nlp \ucc57\ubd07<\/strong>, GitHub\uc5d0\ub294 \ubb34\ub8cc \uc608\uc81c\uc640 \ud504\ub85c\uc81d\ud2b8\uac00 \uac00\ub4dd\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc8fc\ubaa9\ud560 \ub9cc\ud55c \uc635\uc158\uc785\ub2c8\ub2e4:<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/swapniljadhav\/Chatbot\" target=\"_blank\" rel=\"noopener\">\uac04\ub2e8\ud55c \ucc57\ubd07<\/a>: \uae30\ubcf8\uc801\uc778 \uac83\uc744 \ubcf4\uc5ec\uc8fc\ub294 \ucd08\ubcf4\uc790 \uce5c\ud654\uc801\uc778 \ud504\ub85c\uc81d\ud2b8\uc785\ub2c8\ub2e4. <strong>\ucc57\ubd07\uc744 \uc704\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/strong> \uae30\ub2a5.<\/li>\n<li><a href=\"https:\/\/github.com\/nikhilroxtomar\/Chatbot-using-NLP\" target=\"_blank\" rel=\"noopener\">NLP\ub97c \uc0ac\uc6a9\ud558\ub294 \ucc57\ubd07<\/a>: \uc774 \ud504\ub85c\uc81d\ud2b8\ub294 \uac04\ub2e8\ud55c \ucc57\ubd07\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. <strong>nlp \ubd07<\/strong> \uc774 \ubd07\uc740 \ubbf8\ub9ac \uc815\uc758\ub41c \uc751\ub2f5\uc5d0 \ub530\ub77c \uc0ac\uc6a9\uc790 \uc9c8\ubb38\uc5d0 \ub2f5\ubcc0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><a href=\"https:\/\/github.com\/Abdur-rahmaanJ\/Chatbot\" target=\"_blank\" rel=\"noopener\">AI \ucc57\ubd07<\/a>: \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \uae30\uacc4 \ud559\uc2b5 \uae30\uc220\uc744 \ud1b5\ud569\ud55c \ub354 \ubc1c\uc804\ub41c \uc608\uc81c\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc774 \ud504\ub85c\uc81d\ud2b8\ub4e4\uc740 \uc790\uc2e0\uc758 \ucc57\ubd07\uc744 \uac1c\ubc1c\ud558\ub294 \ub370 \uad00\uc2ec\uc774 \uc788\ub294 \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud6cc\ub96d\ud55c \ucd9c\ubc1c\uc810\uc774 \ub429\ub2c8\ub2e4. <strong>nlp\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucc57\ubd07<\/strong>. \uc774\ub7ec\ud55c \uc608\uc81c\ub97c \uc5f0\uad6c\ud568\uc73c\ub85c\uc368 \ud6a8\uacfc\uc801\uc778 \ucc57\ubd07\uc758 \uc544\ud0a4\ud14d\ucc98\uc640 \uae30\ub2a5\uc5d0 \ub300\ud55c \ud1b5\ucc30\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong>NLP\uc744 \uc0ac\uc6a9\ud558\ub294 \ucc57\ubd07<\/strong>.<\/p>","protected":false},"excerpt":{"rendered":"<input type=\"hidden\" value=\"\" data-essbisPostContainer=\"\" data-essbisPostUrl=\"https:\/\/messengerbot.app\/ko\/nlp-chatbot-example-exploring-natural-language-processing-best-practices-and-how-to-build-your-own-chatbot-from-scratch\/\" data-essbisPostTitle=\"NLP Chatbot Example: Exploring Natural Language Processing, Best Practices, and How to Build Your Own Chatbot from Scratch\" data-essbisHoverContainer=\"\"><p>Key Takeaways NLP chatbots utilize natural language processing to enhance user interactions and provide intuitive communication experiences. Key features include understanding context, intent recognition, and continuous learning, making them effective for businesses. Leading NLP frameworks like Google Dialogflow and IBM Watson Assistant offer robust solutions for creating chatbots. Building a chatbot from scratch involves defining [&hellip;]<\/p>\n","protected":false},"author":14928,"featured_media":254493,"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-254494","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\/254494","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=254494"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/posts\/254494\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/media\/254493"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/media?parent=254494"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/categories?post=254494"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/ko\/wp-json\/wp\/v2\/tags?post=254494"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}