Episode 255: The AI Landscape

Web Rush

Host(s):

• John Papa @John_Papa
• Ward Bell @WardBell
• Dan Wahlin @DanWahlin
• Craig Shoemaker @craigshoemaker

Guest:

• No guest this episode

Recording date: Sep 28, 2023

Brought to you by

• AG Grid

  

• Narwhal

  Visit nx.dev to get the preeminent open-source toolkit for monorepo development, today.

  

Resources:

• RAG
• Semantic Kernel
• LangChain
• Hugging Face Models
• Claude AI
• Azure OpenAI service
• Azure OpenAI Bring Your Own Data
• TypeChat
• Katerina Skroumpelou sharing how she created an AI app to augment docs
• See chatGPT hear and speak
• ChatGPT conversation
• Video: Azure OpenAI BYOD - ChatGPT with Your Own Data
• 👍🏼Rag Doll by Aerosmith
• What's Your Vector, Victor?
• text-embedding-ada-002
• GPT embeddings models
• Your home for Microsoft Ignite

Timejumps

• 00:26 Welcome
• 01:22 Topic introduction
• 02:05 What's on our mind with AI these days?
• 02:59 What happens if you run a model locally?
• 07:13 Sponsor: Narwhal
• 07:48 What is fine tuning a model?
• 13:52 When AI has blown our minds
• 16:55 Sponsor: Ag Grid
• 17:55 Bring your own data BYOD
• 20:04 What is text embedding?
• 28:52 What is Typechat and where is it useful?

Podcast editing on this episode done by Chris Enns of Lemon Productions.