# A3M Router - Adaptive Memory Multi-Model Router

> **Smart Routing for AI Agents & LLM Developers**
> npm: https://npmjs.com/package/adaptive-memory-multi-model-router

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## A3M = **A**daptive **M**emory **M**ulti-**M**odel Router

A research-backed, AI-native router with learned routing, prefix caching, and speculative decoding.

### Quick Install
```bash
npm install adaptive-memory-multi-model-router
npx a3m-router --help
```

### Key Features
- **Learned Routing** (RouteLLM) - 40% cost reduction
- **Prefix Caching** (RadixAttention) - 5-10x speedup  
- **Speculative Decoding** (Medusa) - 2-3x faster
- **Python Bindings** - LangChain, LlamaIndex, AutoGen, CrewAI

### CLI
```bash
a3m-router route "your prompt"
a3m-router parallel "task1" "task2"
a3m-router cost
```

### For ML Developers
Python bindings for seamless integration with existing ML pipelines.

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**Install:** `npm install adaptive-memory-multi-model-router`
