Episode 253: AI with Katerina Skroumpelou
Web Rush
English - September 28, 2023 10:00 - 42 minutes - 38.9 MB - ★★★★★ - 37 ratingsTechnology Education How To web javascript technology developers Homepage Download Apple Podcasts Google Podcasts Overcast Castro Pocket Casts RSS feed
Previous Episode: Episode 252: Demystifying Reactivity in Frontend
Next Episode: Episode 254: UX Reliability with Mike Ryan
Host(s):
John Papa @John_PapaWard Bell @WardBellDan Wahlin @DanWahlinCraig Shoemaker @craigshoemakerGuest:
Katerina Skroumpelou @psybercityRecording date: Sep 14, 2023
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Resources:Soul Train the MusicalChatGPTNx DocsLink to Nx AI Assistant (Disclaimer: I did NOT build the UI (I am useless in UI stuff).)NxConf eventGrounding LLMsHallucination (artificial intelligence)AI & VectorsPostgreSQLWhat is RAG?SupabaseBased on/inspired by: (we'll have our own blog post explaining our AI docs once they're out)Mastering temperature and Top P in Open AISkyNetText Blaze"The numeric representation of knowledge and logic—Two artificial intelligence applications in medical education" W. D. Hagamen 1986Ward's citation: "Medical applications of data-driven APL programs" 1975 (Note that the abstract had to explain what "data-driven" means even to a highly technical audience. That's where we were in those days.)Timejumps00:28 Welcome03:54 Introducing Katerina04:45 How did you get into AI?05:45 Why AI assistant is important for documentation?09:46 Sponsor: Ag Grid10:51 How do you feel it's been going?16:32 What approach did you end up using to train AI?18:36 What are embeddings?20:32 Sponsor: Narwhal21:06 Acknowledging our AI knowledge24:25 How AI answers a question28:31 How did you decide how often to call the API?32:41 What is Rag?36:49 Final thoughtsPodcast editing on this episode done by Chris Enns of Lemon Productions.