Author

Dan Musetoiu

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Jul 2026

RAGAL: A Frugal, Fully Local Retrieval-Augmented Assistant for Technical Support at a Government Agency

Two counter-intuitive findings -- PII masking improved generation quality, and a structural"anchor distillation"scheme made SQL hallucination impossible by construction are reported, along with a reproducible recipe for full embedder fine-tuning in 8 GB of VRAM.

Dan Musetoiu · arXiv.org · 0 citations