ZeroToken Hybrid AI Router
3-layer intelligent routing system reducing AI inference cost with local-first execution.
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Live Router Flow
Intelligent Query Pipeline
Prompt Input
Semantic Cache
Local Qwen
Fireworks Fallback
Prompt Input
Semantic Cache
Local Qwen
Fireworks Fallback
Performance
Measurable Cost Reduction
Real routing metrics from the ZeroToken hybrid pipeline — local-first execution with intelligent cloud escalation.
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Token Savings
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API Calls Avoided
0/19
Routing Accuracy
Architecture
3-Layer Routing Stack
Each layer progressively filters and classifies queries — maximizing local execution while preserving answer quality.
Regex Pruning
Instant pattern-based filtering removes trivial queries before any model invocation.
Semantic Cache
MiniLM embeddings match semantically similar queries against a high-speed local cache.
Router Decision
XGBoost classifier routes complex queries to local Qwen or Fireworks cloud fallback.
Features
Built for Production AI Routing
Everything you need to run a cost-efficient hybrid inference pipeline on AMD hardware.
Zero Token Routing
Intercept repetitive queries locally and eliminate unnecessary cloud API token spend.
Local Inference
Qwen 1.5B runs on AMD ROCm hardware for sub-20ms responses at zero marginal cost.
Smart Fallback
Complex queries escalate to Fireworks API only when local models cannot satisfy them.
Analytics Dashboard
Real-time routing metrics, cache hit rates, and cost savings in a unified console.