Open Source Tech Hub

Jun 23, 2026 · Backend Development

Route Easy Requests to Cheap Models with a PHP LLM Classifier

The article explains how to use the neuron-core/llm-classifier PHP package to define a difficulty score for prompts, calibrate it offline, and then route simple queries to inexpensive LLMs while sending hard queries to powerful models, all without added latency or cost.