How we leapfrogged traditional vector based RAG with a 'language map'
TL;DR: Vector-based RAG performs poorly for many real-world applications like codebase chats, and you should consider 'language maps'.
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Mutable.ai Codebase chat that uses a Wiki for RAG
wiki.mutable.aiWe wanted to introduce our codebase chat that uses a wiki of your repo to do retrieval instead of traditional vector or keyword RAG.
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This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.