How one can Make a RAG System to Acquire Highly effective Entry to Your Knowledge | by Eivind Kjosbakken | Mar, 2024


This text will present you the way to make an RAG system that makes your knowledge simply accessible by way of prompting.

13 min learn

11 hours in the past

A RAG system is an modern method to info retrieval. It makes use of conventional info retrieval approaches like vector similarity search mixed with state-of-the-art giant language mannequin expertise. Mixed, these applied sciences make up a strong system that may entry huge quantities of data from a easy immediate.

ChatGPT picture of a RAG system. Picture by ChatGPT. “are you able to make an illustration of a rag system, illustrate the purpose of a pc accessing a information base” immediate. ChatGPT, 4, OpenAI, 17 Mar. 2024.

My motivation for this text is my frustration when looking for an previous mail. I usually have some details about the mail, like who the correspondent was or vaguely what the subject of the e-mail was. Nonetheless, I have to be extra particular when doing a direct phrase search in Gmail, which makes discovering the precise mail I’m in search of difficult. I want to have a RAG system that permits me to immediate my emails to seek for them. So, if I wanted an previous e mail from my college a couple of topic, I may immediate one thing like “What technical course did I enroll in throughout my second yr at NTNU?”. An equal direct phrase search to this immediate is difficult since I want extra particular info in my immediate. As an alternative, a RAG system may discover the mail, given it has all…


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