> Discover all available pages from the documentation index: https://mastra.zisheng.pro/zh-HK/llms.txt

# ![Neuralwatt 標誌](https://models.dev/logos/neuralwatt.svg)Neuralwatt

透過 Mastra 的模型路由器存取 22 個 Neuralwatt 模型。系統會自動使用 `NEURALWATT_API_KEY` 環境變數進行驗證。

詳情請參閱[Neuralwatt 文件](https://portal.neuralwatt.com/docs)。

```bash
NEURALWATT_API_KEY=your-api-key
```

```typescript
import { Agent } from '@mastra/core/agent'

const agent = new Agent({
  id: 'my-agent',
  name: 'My Agent',
  instructions: 'You are a helpful assistant',
  model: 'neuralwatt/Qwen/Qwen3.5-397B-A17B-FP8',
})

// Generate a response
const response = await agent.generate('Hello!')

// Stream a response
const stream = await agent.stream('Tell me a story')
for await (const chunk of stream) {
  console.log(chunk)
}
```

> **資訊:** Mastra 使用與 OpenAI 相容的 `/chat/completions` 端點。部分 Provider 專屬功能可能無法使用，詳情請參閱[Neuralwatt 文件](https://portal.neuralwatt.com/docs)。

## 模型

| Model                                   | Context | Tools | Reasoning | Image | Audio | Video | Input $/1M | Output $/1M |
| --------------------------------------- | ------- | ----- | --------- | ----- | ----- | ----- | ---------- | ----------- |
| `neuralwatt/deepseek-v4-flash`          | 1.0M    |       |           |       |       |       | $0.10      | $0.21       |
| `neuralwatt/gemma-4-31b`                | 262K    |       |           |       |       |       | $0.14      | $0.42       |
| `neuralwatt/glm-5.2`                    | 1.0M    |       |           |       |       |       | $1         | $5          |
| `neuralwatt/glm-5.2-fast`               | 1.0M    |       |           |       |       |       | $1         | $5          |
| `neuralwatt/glm-5.2-flex`               | 1.0M    |       |           |       |       |       | $0.72      | $2          |
| `neuralwatt/glm-5.2-short`              | 200K    |       |           |       |       |       | $1         | $5          |
| `neuralwatt/glm-5.2-short-fast`         | 200K    |       |           |       |       |       | $1         | $5          |
| `neuralwatt/glm-5.2-short-fast-flex`    | 200K    |       |           |       |       |       | $0.72      | $2          |
| `neuralwatt/glm-5.2-short-flex`         | 200K    |       |           |       |       |       | $0.72      | $2          |
| `neuralwatt/kimi-k2.5-fast`             | 262K    |       |           |       |       |       | $0.52      | $3          |
| `neuralwatt/kimi-k2.6-fast`             | 262K    |       |           |       |       |       | $0.69      | $3          |
| `neuralwatt/kimi-k2.6-flex`             | 262K    |       |           |       |       |       | $0.34      | $2          |
| `neuralwatt/kimi-k2.7-code-flex`        | 262K    |       |           |       |       |       | $0.47      | $2          |
| `neuralwatt/kimi-k3`                    | 1.0M    |       |           |       |       |       | $3         | $15         |
| `neuralwatt/kimi-k3-fast`               | 1.0M    |       |           |       |       |       | $3         | $15         |
| `neuralwatt/moonshotai/Kimi-K2.5`       | 262K    |       |           |       |       |       | $0.52      | $3          |
| `neuralwatt/moonshotai/Kimi-K2.6`       | 262K    |       |           |       |       |       | $0.69      | $3          |
| `neuralwatt/moonshotai/Kimi-K2.7-Code`  | 262K    |       |           |       |       |       | $0.95      | $4          |
| `neuralwatt/Qwen/Qwen3.5-397B-A17B-FP8` | 262K    |       |           |       |       |       | $0.69      | $4          |
| `neuralwatt/Qwen/Qwen3.6-35B-A3B`       | 131K    |       |           |       |       |       | $0.29      | $1          |
| `neuralwatt/qwen3.5-397b-fast`          | 262K    |       |           |       |       |       | $0.69      | $4          |
| `neuralwatt/qwen3.6-35b-fast`           | 131K    |       |           |       |       |       | $0.29      | $1          |

## 進階設定

### 自訂標頭

```typescript
const agent = new Agent({
  id: 'custom-agent',
  name: 'custom-agent',
  model: {
    url: 'https://api.neuralwatt.com/v1',
    id: 'neuralwatt/Qwen/Qwen3.5-397B-A17B-FP8',
    apiKey: process.env.NEURALWATT_API_KEY,
    headers: {
      'X-Custom-Header': 'value',
    },
  },
})
```

### 動態選擇模型

```typescript
const agent = new Agent({
  id: 'dynamic-agent',
  name: 'Dynamic Agent',
  model: ({ requestContext }) => {
    const useAdvanced = requestContext.task === 'complex'
    return useAdvanced ? 'neuralwatt/qwen3.6-35b-fast' : 'neuralwatt/Qwen/Qwen3.5-397B-A17B-FP8'
  },
})
```