Mastering Retrieval Augmented Generation (RAG) | Step-by-Step Demo 🚀

When I posted my video on Retrieval Augmented Generation (RAG), I got a lot of requests to show exactly how it worked at a technical level. RAG helps you create a ChatGPT-like experience that uses your own internal content. Instead of only accessing information from the internet, an LLM can access your PDFs or databases or any other internal content by using a RAG architecture. I know this is a little more technical than my previous videos, so I’d love to hear from you if you thought this was interesting and if I should do more! Drop a comment so I know. #RAG #AI #VectorDB #LLM #codetocare #artificialintelligence #machinelearning #ml #chatgpt #genai Also, check out our VectorDB here: https://www.intersystems.com/news/iris-vector-search-support-ai-applications/ Check out my LinkedIn: https://www.linkedin.com/in/donwoodlock/ Timecodes: 00:00 - Intro 00:35 - Demo Layout in Stages 00:59 - Stage 1: Using a Simple Pass Through Prompt 01:52 - Stage 1: Desktop Demo 04:15 - Stage 2: Adding Instructions to your prompt 05:11 - Stage 2: Desktop Demo 07:18 - Stage 3: Setting up Retrieval Augmented Generation 09:05 - Stage 3: Desktop Demo 19:10 - Wrap up --- ABOUT INTERSYSTEMS Established in 1978, InterSystems Corporation is the leading provider of data technology for extremely critical data in healthcare, finance, and logistics. It’s cloud-first data platforms solve interoperability, speed, and scalability problems for large organizations around the globe. InterSystems Corporation is ranked by Gartner, KLAS, Forrester and other industry analysts as the global leader in Data Access and Interoperability. InterSystems is the global market leader in Healthcare and Financial Services. Website: https://www.intersystems.com/ Youtube: https://www.youtube.com/@InterSystemsCorp LinkedIn: https://www.linkedin.com/company/intersystems/ Twitter: https://twitter.com/InterSystems