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{
"copyright_text": null,
"title": "Everyone Deserves Freedom from Spam - Junbeom Lee [PyCon.KR 2024]",
"description": "Let's talk about the development story behind the AI-based spam blocking app, <Smart Spam Filter>.\n\nSolving real-world problems with \"AI\":\n\n0. Identifying the problem (Too much spam!)\n1. Building a service using LLMs\n2. Challenges encountered when using LLMs\n3. Solving the problem with a custom-trained model\n4. What solo developers need to operate an 'AI' service\n5. Essentials for building a sustainable AI service\n\nSpeaker Introduction:\nJunbeom Lee / Beomi\nResearcher in Korean Natural Language Processing. Developer of the \"Smart Spam Filter\" app. This year at PyCon, he shares his journey of building a service using both on-device LMs and LLMs.",
"channel_title": "PyCon Korea",
"publish_time": "20250104",
"thumbnail_url": "https://i.ytimg.com/vi/WVyx9JZAZYU/maxresdefault.jpg",
"duration": 2109,
"view_count": 65,
"language": "kor",
"recorded": "2024-10-26",
"speakers": [
"Junbeom Lee (Beomi)"
],
"tags": [
"Artificial Intelligence"
],
"related_urls": [
{
"label": "Everyone Deserves Freedom from Spam – PyCon Korea 2024",
"url": "https://2024.pycon.kr/session/SRKR79"
}
],
"videos": [
{
"type": "youtube",
"url": "https://www.youtube.com/watch?v=WVyx9JZAZYU"
}
]
}
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"Dongkyu Kim"
],
"tags": ["open source", "community"],
"thumbnail_url": "https://i.ytimg.com/vi_webp/xnYFgCvyff4/maxresdefault.webp",
"thumbnail_url": "https://i.ytimg.com/vi/xnYFgCvyff4/maxresdefault.jpg",
"title": "Open Source Project – From 0 Lines of Code to 1.7k GitHub Stars - Dongkyu Kim [PyCon Korea 2024]",
"videos": [
{
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{
"copyright_text": null,
"description": "This keynote explores Python's journey: from being a simple technology to becoming a human-centered community.\n\nLanguage: Korean\n\nSpeaker Introduction:\nKwonhan Bae\n\nIn this keynote, Kwonhan Bae shares reflections on how Python evolves beyond a programming language into a community that values people, collaboration, and growth.",
"duration": 2014,
"language": "kor",
"recorded": "2024-10-27",
"related_urls": [
{
"label": "Keynote: Python – From Technology to Community and Humanity – PyCon Korea 2024",
"url": "https://2024.pycon.kr/session/F8DTZW"
}
],
"speakers": [
"Kwonhan Bae"
],
"tags": [],
"thumbnail_url": "https://i.ytimg.com/vi/or-VFMgWBMw/maxresdefault.jpg",
"title": "Keynote: Python – From Technology to Community and Humanity - Kwonhan Bae [PyCon.KR 2024]",
"videos": [
{
"type": "youtube",
"url": "https://www.youtube.com/watch?v=or-VFMgWBMw"
}
]
}