Retrieval Augmented Generation (RAG) AI Techniques 🤖

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Large language model responses can be improved using Retrieval Augmented Generation to reference extra data with the prompt. In this workshop, Joseph shows how to implement 3 different forms of RAG, using reference data from a PDF file, an image URL, and live web search.
  1. Appsmith
  2. yt:cc=on
  3. crud
  4. internal tools
  5. admin dashboard
  6. low code
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pretty cool. been playing around with appsmith and ollama. with LLAMA 3.2 LLM. Made a little app to bring back basic webpage's designed by the LLM into a IFRAME. including html / Javascript / css. you can also ask it to use certain libraries. Like bootstrap. etc...

jpreville