MtoRagSystem/patch_history/RETRIEX_FOLLOWUP_PRECISION_FIX_README.md

RetrieX Follow-up Precision Fix

This patch tightens direct numeric follow-up handling without changing retrieval, scoring, shop, vector or database logic.

Why

The follow-up query mit welchem indikator wird der wert gemessen could be treated too weakly as a technical product/value question because only indikator was a strong keyword. As a result, the stricter technical follow-up prompt rules were not always applied.

Changes

• Adds gemessen / measured as technical prompt keywords.
• Adds explicit prompt rules to answer direct indicator/value follow-ups with the exact mapping first.
• Tells the model not to expand into the full indicator table, measurement principle, applications or advisory notes unless explicitly requested.
• Adds gemessen to the regression/effective-config keyword check.

Expected behavior

Question: mit welchem indikator wird der wert gemessen after the 0,02 °dH / Testomat 808 answer.

Expected answer starts like:

Der Wert 0,02 °dH wird beim Testomat 808 mit Indikatortyp 300 gemessen.

The full indicator table should only be shown when the user asks for all indicators or detailed device information.