{"id":2937,"date":"2024-05-08T08:42:46","date_gmt":"2024-05-08T08:42:46","guid":{"rendered":"https:\/\/dist.famnit.upr.si\/?p=2937"},"modified":"2024-07-24T06:44:29","modified_gmt":"2024-07-24T06:44:29","slug":"monday-computer-science-seminar-6-5-2024","status":"publish","type":"post","link":"https:\/\/dist.famnit.upr.si\/index.php\/2024\/05\/08\/monday-computer-science-seminar-6-5-2024\/","title":{"rendered":"Monday Computer Science Seminar (6.5.2024)"},"content":{"rendered":"<p><span style=\"text-decoration: underline;\">TITLE<\/span>:<br \/>\n<strong>UR\u0160KA &#8211; Univerzitetne re\u0161itve: \u0160tudentski Komunikacijski Agent<\/strong><\/p>\n<p><span style=\"text-decoration: underline;\">ABSTRACT<\/span>:<br \/>\nThis presentation will provide an overview of large language models (LLMs), focusing on their architecture, capabilities, and the underlying technologies that power them. We will then explore a practical application of these models through a case study on UR\u0160KA, a Retrieval-Augmented Generation (RAG) based communication agent. UR\u0160KA is designed to assist university students by answering frequently asked questions about deadlines, academic policies, and more. The talk will highlight the implementation challenges, the integration of RAG with UR\u0160KA, and its plans.<\/p>\n<p><span style=\"text-decoration: underline;\">ABOUT THE PRESENTER<\/span>:<br \/>\n<strong>Domen Vake<\/strong> is a third year PhD student at UP FAMNIT under the mentorship of assoc. prof. Branko Kav\u0161ek and assoc. prof Jernej Vi\u010di\u010d.\u00a0His research interests and projects mostly concern machine learning, more specifically natural language processing with large language models.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-2941\" src=\"https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.02.46-300x225.jpg\" alt=\"\" width=\"300\" height=\"225\" srcset=\"https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.02.46-300x225.jpg 300w, https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.02.46-1024x768.jpg 1024w, https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.02.46-768x576.jpg 768w, https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.02.46-1536x1152.jpg 1536w, https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.02.46-2048x1536.jpg 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-2940\" src=\"https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.02.54-300x225.jpg\" alt=\"\" width=\"300\" height=\"225\" srcset=\"https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.02.54-300x225.jpg 300w, https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.02.54-1024x768.jpg 1024w, https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.02.54-768x576.jpg 768w, https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.02.54-1536x1152.jpg 1536w, https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.02.54-2048x1536.jpg 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-2939\" src=\"https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.21.02-300x225.jpg\" alt=\"\" width=\"300\" height=\"225\" srcset=\"https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.21.02-300x225.jpg 300w, https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.21.02-1024x768.jpg 1024w, https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.21.02-768x576.jpg 768w, https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.21.02-1536x1152.jpg 1536w, https:\/\/dist.famnit.upr.si\/wp-content\/uploads\/2024\/05\/2024-05-06-16.21.02-2048x1536.jpg 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>","protected":false},"excerpt":{"rendered":"<p>TITLE: UR\u0160KA &#8211; Univerzitetne re\u0161itve: \u0160tudentski Komunikacijski Agent ABSTRACT: This presentation will provide an overview of large language models (LLMs), focusing on their architecture, capabilities, and the underlying [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":2942,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17,16,1,10],"tags":[],"_links":{"self":[{"href":"https:\/\/dist.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/posts\/2937"}],"collection":[{"href":"https:\/\/dist.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dist.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dist.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/dist.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/comments?post=2937"}],"version-history":[{"count":3,"href":"https:\/\/dist.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/posts\/2937\/revisions"}],"predecessor-version":[{"id":2953,"href":"https:\/\/dist.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/posts\/2937\/revisions\/2953"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dist.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/media\/2942"}],"wp:attachment":[{"href":"https:\/\/dist.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/media?parent=2937"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dist.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/categories?post=2937"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dist.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/tags?post=2937"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}