Getting Started

Everything you need to get StrataRouter running — from installation to your first production deployment.

Installation

Install via pip, Docker, or build from source.

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Quickstart

Build and run your first router in 5 minutes.

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First Router

Step-by-step tutorial for your first semantic router.

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Core Concepts

Understand routing, embeddings, and confidence scoring.

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Configuration

Tune thresholds, scoring weights, and HNSW parameters.

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FAQ

Common questions about installation, usage, and performance.

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At a Glance

Property	Value
P99 Latency	Sub-10ms
Accuracy	95.4% routing accuracy
Throughput	10K+ requests/second
Memory	~64MB for 1,000 routes
Language	Python + Rust core

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Quick Install

pip install stratarouter

Minimal Example

from stratarouter import Router, Route

router = Router(dimension=384)
router.add_route(Route("billing"))
router.add_route(Route("support"))
router.build_index(embeddings)

result = router.route(query, embedding)
print(result.route_id)    # "billing"
print(result.confidence)  # 0.94
print(result.latency_ms)  # 1.2ms

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Next Steps

• Core Engine — The Rust-powered routing brain
• Runtime — Production execution with caching and batching
• Integrations — LangChain, CrewAI, AutoGen and more