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Three limitations I keep hitting with retrieval-augmented generation in production and I'm running out of ideas [D]

Via r/MachineLearning
Monday, Apr 27, 2026 · 8:45AM
Summary

I've had a RAG system running in production for a few months now (legal domain, German regulatory documents). It handles 80% of queries well but there are three patterns where it fails predictably and I haven't found clean solutions. The scatter problem. Some questions need information from 8-10 dif

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