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Home > The Cloudcast (.net) - Weekly Cloud Computing Podcast > Slow Data, Fast Data and Adapting AI models for your business


	Podcast:		The Cloudcast (.net) - Weekly Cloud Computing Podcast
	Episode:		Slow Data, Fast Data and Adapting AI models for your business
	Category:		Technology
	Duration:		00:21:12
	Publish Date:		2024-09-01 05:00:00
	Description:		With so much rapid change happening around AI models, is there a framework for when to build models, train models, fine-tune models, use RAG or something else? Let’s explore… SHOW: 852 SHOW TRANSCRIPT: The Cloudcast #852 Transcript SHOW VIDEO: https://youtube.com/@TheCloudcastNET CLOUD NEWS OF THE WEEK: http://bit.ly/cloudcast-cnotw CHECK OUT OUR NEW PODCAST: "CLOUDCAST BASICS" SHOW SPONSOR: Access Gartner cloud research come to life with the “The Future of Cloud in 2028: From Technology to Business Necessity,” webinar. Secure your seat for Gartner IT Infrastructure, Operations & Cloud Strategies Conference 2024 with our early bird savings of $400 off standard rates now. Upgrade to the next generation of the cloud. Oracle Cloud Infrastructure SHOW NOTES: What is Retrieval Augmented Generation (RAG)? Fine-Tuning vs. RAG Predictive AI vs. Generative AI Andrew Ng (always worth a watch IMO) https://youtu.be/sal78ACtGTc?si=dCoKXb5o4KB2XSer Harrison Chase (LangChain) https://youtu.be/pBBe1pk8hf4?si=lAit69_pDeRKcBGq https://blog.langchain.dev/what-is-a-cognitive-architecture/ https://thenewstack.io/lets-get-agentic-langchain-and-llamaindex-talk-ai-agents/ https://www.youtube.com/watch?v=N-IYzyi86yY https://blog.langchain.dev/what-is-an-agent/ https://www.microsoft.com/en-us/research/project/autogen/ https://www.crewai.com/ HOW SHOULD WE DECIDE WHICH AI MODEL TO USE FOR OUR APPLICATION? Build, buy, use open source, augment with your own data - so many decisions How often do you update models with new data? HOW DO WE BRING OUR COMPANY DATA / KNOWLEDGE TO OUR AI MODELS? Large Static Models - Predictive AI LLMs + Slow-Changing Data - Align the Model LLMs + Fast-Changing Data - RAG LLMs + Agent-Learned Data - Agentic AI FEEDBACK? Email: show at the cloudcast dot net Twitter: @cloudcastpod Instagram: @cloudcastpod TikTok: @cloudcastpod
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