{"id":3493,"date":"2024-04-02T13:41:30","date_gmt":"2024-04-02T17:41:30","guid":{"rendered":"https:\/\/rosenfeldmedia.com\/events\/futures\/?post_type=sessions&#038;p=3493"},"modified":"2024-04-25T13:10:01","modified_gmt":"2024-04-25T17:10:01","slug":"recategorize-content-at-scale-llms","status":"publish","type":"sessions","link":"https:\/\/rosenfeldmedia.com\/events\/futures\/sessions\/recategorize-content-at-scale-llms\/","title":{"rendered":"[Demo] How to re-categorize content at scale using LLMs"},"content":{"rendered":"<p>Large Language Models (LLMs) are to language as spreadsheets are to numbers: tools for modeling, exploration, and development. Among their many capabilities, LLMs can alleviate chores related to the design and implementation of information architectures. But doing so requires venturing beyond chat-based interfaces.<\/p>\n<p>In this brief demonstration, we&#8217;ll see how to use OpenAI&#8217;s API and a few open source command line tools to re-categorize content in a 1,000+ page website. The techniques demonstrated can be extended to other common content organization tasks.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Large Language Models (LLMs) are to language as spreadsheets are to numbers: tools for modeling, exploration, and development. Among their many capabilities, LLMs can alleviate chores related to the design and implementation of information architectures. But doing so requires venturing beyond chat-based interfaces. In this brief demonstration, we&#8217;ll see how to use OpenAI&#8217;s API and [&hellip;]<\/p>\n","protected":false},"author":150108,"featured_media":4001,"template":"","session-theme":[],"session-type":[24,29],"rm-permissions":[],"event-type":[],"acf":[],"_links":{"self":[{"href":"https:\/\/rosenfeldmedia.com\/events\/futures\/wp-json\/wp\/v2\/sessions\/3493"}],"collection":[{"href":"https:\/\/rosenfeldmedia.com\/events\/futures\/wp-json\/wp\/v2\/sessions"}],"about":[{"href":"https:\/\/rosenfeldmedia.com\/events\/futures\/wp-json\/wp\/v2\/types\/sessions"}],"author":[{"embeddable":true,"href":"https:\/\/rosenfeldmedia.com\/events\/futures\/wp-json\/wp\/v2\/users\/150108"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rosenfeldmedia.com\/events\/futures\/wp-json\/wp\/v2\/media\/4001"}],"wp:attachment":[{"href":"https:\/\/rosenfeldmedia.com\/events\/futures\/wp-json\/wp\/v2\/media?parent=3493"}],"wp:term":[{"taxonomy":"session-theme","embeddable":true,"href":"https:\/\/rosenfeldmedia.com\/events\/futures\/wp-json\/wp\/v2\/session-theme?post=3493"},{"taxonomy":"session-type","embeddable":true,"href":"https:\/\/rosenfeldmedia.com\/events\/futures\/wp-json\/wp\/v2\/session-type?post=3493"},{"taxonomy":"rm-permissions","embeddable":true,"href":"https:\/\/rosenfeldmedia.com\/events\/futures\/wp-json\/wp\/v2\/rm-permissions?post=3493"},{"taxonomy":"event-type","embeddable":true,"href":"https:\/\/rosenfeldmedia.com\/events\/futures\/wp-json\/wp\/v2\/event-type?post=3493"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}