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Megh

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RAG Fusion with a grain of salt

If you’ve created a chatbot that uses Retrieval Augmented Generation (RAG) you’ve probably come across RAG Fusion - a method advertised to improve the performance of such chatbots. In theory using Reciprocal Rank Fusion (RRF) to improve retrieval in RAG makes complete sense. However, there are cases where this approach doesn’t really fit into a production system. What is RAG? Retrieval Augmented…

About

Hello! My name is Megh, I’m a Software Engineer and Clojure enthusiast. Currently, like a million others in the silicon valley, I’m building a GenAI startup called r2decide . At r2decide we’re trying to change the eCommerce shopping interface. Previously I worked as a Backend Engineer at Helpshift , a place where I met a lot of cool people, shipped my first production feature,…