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 ChatGPTlike 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/iri...

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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 cloudfirst data platforms solve interoperability, speed, and scalability problems for large organizations around the globe.

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