triage-cascade

by teddywinglee

Routes support tickets through a Laya classifier and escalates uncertain cases to a local LLM

Multilingual support-ticket triage: a non-generative classifier (Laya) answers every ticket in ~20 ms and escalates only uncertain or high-stakes ones to a local LLM (Gemma 4 12B). Includes evaluation, a LangGraph cascade and a React dashboard.

Related projects