KamoCRM

Cite only the knowledge-base articles an answer used

FixAIService
Shipped
October 28, 2026 at 10:12 PM UTC
Author
Kamo
Commit
d09989f

Owner bug 2026-10-28: "Give me a taco recipe" answered with help-center articles under Sources. Retrieval runs before the model answers, so it always returns its nearest guesses (0.28 for the taco question in crm, against 0.25 min-score), and CitationService appended every source the answer had not linked. - The Sources footer lists a retrieved source only when the answer used it without linking it (shares >= 4 meaningful three-word sequences with the passage); a source the answer neither links nor draws on is never listed, so an unrelated answer has no Sources section at all. - The model is told the passages may be unrelated, to ignore them when they are, and to link only what it used. - kamo.rag.min-score 0.25 -> 0.4 (crm: unrelated questions top out at 0.28-0.31, real how-to questions score 0.7-0.8). (REST and socket turns both go through CitationService).

All changes

Like what you see shipping?

All of it arrives in your workspace on its own. Start on the free plan and read this page again in a month.

Start Free ForeverView Pricing