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Retrieval Augmented Generation (RAG) Debugging
Running into a number of edge-cases, errors and unreliability issues when using Retrieval Augmented Generation (RAG)? I look into some of the challenges and pragmatic solutions one could use.
RAG Debugging 101: See link to Working Document on RAG Debugging.
Running into a number of edge-cases, errors and unreliability issues when using Retrieval Augmented Generation (RAG)?
In "RAG Debugging 101", I look into some of the challenges and pragmatic solutions for debugging RAG systems.
I wrote this very short piece to shed light on the pain points developers encounter when building and pushing RAG products to production.
This guide provides a toolkit to tackle debugging. From bad queries to hallucinations, it's tailored to anyone vested in creating reliable tools for customers.
I am trying something new by having live documents in Google Document for others to contribute to this repository, and to keep building on top of it over time.
RAG Debugging 101: See link to Working Document on RAG Debugging.