Neural Routing Galaxy

ZeroToken Router Architecture

3-layer hybrid pipeline — regex pruning, semantic cache, and XGBoost classification.

Live Pipeline

Animated routing flow

L2

User Prompt

Incoming query

L1

Regex Pruning

Pattern filter · 4ms

Semantic Cache MiniLM

Embedding match · 12ms

L3

XGBoost Router

ML classifier · 8ms

Decision Node

Route selection

Route Split
left$0

Qwen 1.5B Local

rightPremium

Fireworks API

Complex queries

Node Details

MiniLM embeddings match against semantic cache for near-instant responses.

Left Branch

Qwen 1.5B Local

ZERO COST · ROCm optimized

Right Branch

Fireworks Premium API

Complex tasks · Premium tier