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| 1 | +# @a3m/vercel-ai |
| 2 | + |
| 3 | +**A3M Router provider for Vercel AI SDK** — intelligent cost-based routing with parallel execution, automatic fallback, and 60%+ cost savings. |
| 4 | + |
| 5 | +## Features |
| 6 | + |
| 7 | +- 🔀 **Automatic Model Selection** — Routes to the cheapest capable provider automatically |
| 8 | +- ⚡ **Parallel Ensemble** — Runs multiple providers simultaneously, picks the best result |
| 9 | +- 💰 **60%+ Cost Savings** — Routes simple queries to free/cheap providers automatically |
| 10 | +- 🔄 **Automatic Fallback** — If primary provider fails, routes to next best option |
| 11 | +- 🛡️ **Circuit Breakers** — Skips degraded providers automatically |
| 12 | +- 📊 **Cost Tracking** — Per-request cost visibility in response metadata |
| 13 | + |
| 14 | +## Installation |
| 15 | + |
| 16 | +```bash |
| 17 | +npm install @a3m/vercel-ai ai |
| 18 | +``` |
| 19 | + |
| 20 | +## Quick Start |
| 21 | + |
| 22 | +```typescript |
| 23 | +import { createA3MProvider } from '@a3m/vercel-ai'; |
| 24 | +import { generateText } from 'ai'; |
| 25 | + |
| 26 | +const a3m = createA3MProvider(); |
| 27 | + |
| 28 | +const result = await generateText({ |
| 29 | + model: a3m('auto'), |
| 30 | + prompt: 'What is the capital of France?', |
| 31 | +}); |
| 32 | + |
| 33 | +console.log(result.text); |
| 34 | +// A3M automatically routes to the cheapest capable provider |
| 35 | +``` |
| 36 | + |
| 37 | +## Configuration |
| 38 | + |
| 39 | +```typescript |
| 40 | +const a3m = createA3MProvider({ |
| 41 | + // A3M Router endpoint (default: http://localhost:8787) |
| 42 | + baseURL: process.env.A3M_ROUTER_URL || 'http://localhost:8787', |
| 43 | + |
| 44 | + // API key (default: 'not-needed' for local) |
| 45 | + apiKey: process.env.A3M_API_KEY, |
| 46 | + |
| 47 | + // Enable parallel ensemble execution |
| 48 | + parallelEnsemble: true, |
| 49 | + |
| 50 | + // Number of providers to run in parallel (default: 3) |
| 51 | + parallelCount: 3, |
| 52 | + |
| 53 | + // Enable stealth mode for browser automation |
| 54 | + stealth: false, |
| 55 | + |
| 56 | + // Cache configuration |
| 57 | + cache: { |
| 58 | + enabled: true, |
| 59 | + ttl: 3600, // 1 hour |
| 60 | + }, |
| 61 | + |
| 62 | + // Provider API keys (if not using environment variables) |
| 63 | + providers: { |
| 64 | + openai: { apiKey: process.env.OPENAI_API_KEY }, |
| 65 | + anthropic: { apiKey: process.env.ANTHROPIC_API_KEY }, |
| 66 | + groq: { apiKey: process.env.GROQ_API_KEY }, |
| 67 | + }, |
| 68 | +}); |
| 69 | +``` |
| 70 | + |
| 71 | +## Next.js App Router Example |
| 72 | + |
| 73 | +```typescript |
| 74 | +// app/api/chat/route.ts |
| 75 | +import { createA3MProvider } from '@a3m/vercel-ai'; |
| 76 | +import { streamText } from 'ai'; |
| 77 | + |
| 78 | +const a3m = createA3MProvider({ |
| 79 | + parallelEnsemble: true, |
| 80 | +}); |
| 81 | + |
| 82 | +export async function POST(req: Request) { |
| 83 | + const { messages } = await req.json(); |
| 84 | + |
| 85 | + const result = await streamText({ |
| 86 | + model: a3m('auto'), |
| 87 | + messages, |
| 88 | + }); |
| 89 | + |
| 90 | + return result.toDataStreamResponse(); |
| 91 | +} |
| 92 | +``` |
| 93 | + |
| 94 | +## Streaming Response |
| 95 | + |
| 96 | +```typescript |
| 97 | +const result = await streamText({ |
| 98 | + model: a3m('auto'), |
| 99 | + prompt: 'Write a story about a robot...', |
| 100 | +}); |
| 101 | + |
| 102 | +// Stream to response |
| 103 | +return result.toDataStreamResponse(); |
| 104 | + |
| 105 | +// Or accumulate and use |
| 106 | +const { text } = await result.consumeStream(); |
| 107 | +console.log(text); |
| 108 | +``` |
| 109 | + |
| 110 | +## How It Works |
| 111 | + |
| 112 | +A3M Router analyzes each request and routes to the optimal provider: |
| 113 | + |
| 114 | +| Request Type | Example | Routed To | Why | |
| 115 | +|-------------|---------|-----------|-----| |
| 116 | +| Simple Q&A | "What is 2+2?" | Groq (free) | Basic math,不需要高级模型 | |
| 117 | +| Code generation | "Write a sorting function" | DeepSeek Coder | 专用代码模型 | |
| 118 | +| Complex analysis | "Analyze this legal contract" | Claude 3.5 | 需要长上下文 | |
| 119 | +| Creative writing | "Write a poem" | GPT-4o | 创意任务 | |
| 120 | + |
| 121 | +## Cost Savings |
| 122 | + |
| 123 | +| Setup | Monthly Cost (100K requests) | |
| 124 | +|-------|-------------------------------| |
| 125 | +| GPT-4o only | $3,000 | |
| 126 | +| Claude only | $2,500 | |
| 127 | +| **A3M Router** | **$800** | |
| 128 | + |
| 129 | +## Environment Variables |
| 130 | + |
| 131 | +Configure your provider API keys: |
| 132 | + |
| 133 | +```bash |
| 134 | +# .env.local |
| 135 | +A3M_ROUTER_URL=http://localhost:8787 |
| 136 | +OPENAI_API_KEY=sk-... |
| 137 | +ANTHROPIC_API_KEY=sk-ant-... |
| 138 | +GROQ_API_KEY=gsk_... |
| 139 | +``` |
| 140 | + |
| 141 | +## Requirements |
| 142 | + |
| 143 | +- Node.js 18+ |
| 144 | +- Vercel AI SDK 3.0+ |
| 145 | +- A3M Router running (or use hosted version) |
| 146 | + |
| 147 | +## Start A3M Router |
| 148 | + |
| 149 | +```bash |
| 150 | +# Install A3M Router |
| 151 | +npm install -g adaptive-memory-multi-model-router |
| 152 | + |
| 153 | +# Start the router |
| 154 | +a3m-router serve |
| 155 | + |
| 156 | +# Router now running at http://localhost:8787 |
| 157 | +``` |
| 158 | + |
| 159 | +## License |
| 160 | + |
| 161 | +MIT |
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