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

# ![Google 标志](https://models.dev/logos/google.svg)Google

通过 Mastra 的模型 router 访问 41 个 Google 模型。系统会自动使用以下任一环境变量完成身份验证：`GOOGLE_API_KEY`、`GOOGLE_GENERATIVE_AI_API_KEY`。

更多信息请参阅[Google 文档](https://ai.google.dev/gemini-api/docs/models)。

```bash
GOOGLE_API_KEY=your-api-key
GOOGLE_GENERATIVE_AI_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: 'google/deep-research-max-preview-04-2026',
})

// 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)
}
```

## 模型

| Model                                            | Context | Tools | Reasoning | Image | Audio | Video | Input $/1M | Output $/1M |
| ------------------------------------------------ | ------- | ----- | --------- | ----- | ----- | ----- | ---------- | ----------- |
| `google/deep-research-max-preview-04-2026`       | 131K    |       |           |       |       |       | $2         | $12         |
| `google/deep-research-preview-04-2026`           | 131K    |       |           |       |       |       | $2         | $12         |
| `google/gemini-2.5-computer-use-preview-10-2025` | 131K    |       |           |       |       |       | $1         | $10         |
| `google/gemini-2.5-flash`                        | 1.0M    |       |           |       |       |       | $0.30      | $3          |
| `google/gemini-2.5-flash-image`                  | 33K     |       |           |       |       |       | $0.30      | $30         |
| `google/gemini-2.5-flash-lite`                   | 1.0M    |       |           |       |       |       | $0.10      | $0.40       |
| `google/gemini-2.5-flash-preview-tts`            | 8K      |       |           |       |       |       | $0.50      | $10         |
| `google/gemini-2.5-pro`                          | 1.0M    |       |           |       |       |       | $1         | $10         |
| `google/gemini-2.5-pro-preview-tts`              | 8K      |       |           |       |       |       | $1         | $20         |
| `google/gemini-3-flash-preview`                  | 1.0M    |       |           |       |       |       | $0.50      | $3          |
| `google/gemini-3-pro-image`                      | 131K    |       |           |       |       |       | $2         | $120        |
| `google/gemini-3-pro-image-preview`              | 131K    |       |           |       |       |       | $2         | $120        |
| `google/gemini-3.1-flash-image`                  | 66K     |       |           |       |       |       | $0.50      | $60         |
| `google/gemini-3.1-flash-image-preview`          | 66K     |       |           |       |       |       | $0.50      | $60         |
| `google/gemini-3.1-flash-lite`                   | 1.0M    |       |           |       |       |       | $0.25      | $2          |
| `google/gemini-3.1-flash-lite-image`             | 66K     |       |           |       |       |       | $0.25      | $30         |
| `google/gemini-3.1-flash-live-preview`           | 131K    |       |           |       |       |       | $0.75      | $5          |
| `google/gemini-3.1-flash-tts-preview`            | 8K      |       |           |       |       |       | $1         | $20         |
| `google/gemini-3.1-pro-preview`                  | 1.0M    |       |           |       |       |       | $2         | $12         |
| `google/gemini-3.1-pro-preview-customtools`      | 1.0M    |       |           |       |       |       | $2         | $12         |
| `google/gemini-3.5-flash`                        | 1.0M    |       |           |       |       |       | $2         | $9          |
| `google/gemini-3.5-flash-lite`                   | 1.0M    |       |           |       |       |       | $0.30      | $3          |
| `google/gemini-3.5-live-translate-preview`       | 16K     |       |           |       |       |       | $4         | $21         |
| `google/gemini-3.6-flash`                        | 1.0M    |       |           |       |       |       | $2         | $8          |
| `google/gemini-embedding-001`                    | 2K      |       |           |       |       |       | $0.15      | —           |
| `google/gemini-embedding-2`                      | 8K      |       |           |       |       |       | $0.20      | —           |
| `google/gemini-flash-latest`                     | 1.0M    |       |           |       |       |       | $2         | $9          |
| `google/gemini-flash-lite-latest`                | 1.0M    |       |           |       |       |       | $0.25      | $2          |
| `google/gemini-omni-flash-preview`               | 131K    |       |           |       |       |       | $2         | $18         |
| `google/gemini-robotics-er-1.6-preview`          | 131K    |       |           |       |       |       | $1         | $5          |
| `google/gemma-4-26b-a4b-it`                      | 262K    |       |           |       |       |       | —          | —           |
| `google/gemma-4-31b-it`                          | 262K    |       |           |       |       |       | —          | —           |
| `google/lyria-3-clip-preview`                    | 1.0M    |       |           |       |       |       | —          | —           |
| `google/lyria-3-pro-preview`                     | 1.0M    |       |           |       |       |       | —          | —           |
| `google/veo-3.1-fast-generate-preview`           | 480     |       |           |       |       |       | —          | —           |
| `google/veo-3.1-generate-preview`                | 480     |       |           |       |       |       | —          | —           |
| `google/veo-3.1-lite-generate-preview`           | 480     |       |           |       |       |       | —          | —           |

## 高级配置

### 自定义请求头

```typescript
const agent = new Agent({
  id: 'custom-agent',
  name: 'custom-agent',
  model: {
    id: 'google/deep-research-max-preview-04-2026',
    apiKey: process.env.GOOGLE_API_KEY,
    GOOGLE_GENERATIVE_AI_API_KEY,
    headers: {
      'X-Custom-Header': 'value',
    },
  },
})
```

### 动态选择模型

```typescript
const agent = new Agent({
  id: 'dynamic-agent',
  name: 'Dynamic Agent',
  model: ({ requestContext }) => {
    const useAdvanced = requestContext.task === 'complex'
    return useAdvanced
      ? 'google/veo-3.1-lite-generate-preview'
      : 'google/deep-research-max-preview-04-2026'
  },
})
```

## Provider 选项

Google 通过 `providerOptions` 参数支持以下 Provider 特有选项：

```typescript
const response = await agent.generate('Hello!', {
  providerOptions: {
    google: {
      // See available options in the table below
    },
  },
})
```

### 可用选项

**responseModalities** (`("TEXT" | "IMAGE")[] | undefined`)

**thinkingConfig** (`{ thinkingBudget?: number | undefined; includeThoughts?: boolean | undefined; thinkingLevel?: "minimal" | "low" | "medium" | "high" | undefined; } | undefined`)

**cachedContent** (`string | undefined`)

**structuredOutputs** (`boolean | undefined`)

**safetySettings** (`{ category: "HARM_CATEGORY_UNSPECIFIED" | "HARM_CATEGORY_HATE_SPEECH" | "HARM_CATEGORY_DANGEROUS_CONTENT" | "HARM_CATEGORY_HARASSMENT" | "HARM_CATEGORY_SEXUALLY_EXPLICIT" | "HARM_CATEGORY_CIVIC_INTEGRITY"; threshold: "HARM_BLOCK_THRESHOLD_UNSPECIFIED" | ... 4 more ... | "OFF"; }[] | undefined`)

**threshold** (`"HARM_BLOCK_THRESHOLD_UNSPECIFIED" | "BLOCK_LOW_AND_ABOVE" | "BLOCK_MEDIUM_AND_ABOVE" | "BLOCK_ONLY_HIGH" | "BLOCK_NONE" | "OFF" | undefined`)

**audioTimestamp** (`boolean | undefined`)

**labels** (`Record<string, string> | undefined`)

**mediaResolution** (`"MEDIA_RESOLUTION_UNSPECIFIED" | "MEDIA_RESOLUTION_LOW" | "MEDIA_RESOLUTION_MEDIUM" | "MEDIA_RESOLUTION_HIGH" | undefined`)

**imageConfig** (`{ aspectRatio?: "1:1" | "2:3" | "3:2" | "3:4" | "4:3" | "4:5" | "5:4" | "9:16" | "16:9" | "21:9" | "1:8" | "8:1" | "1:4" | "4:1" | undefined; imageSize?: "1K" | "2K" | "4K" | "512" | undefined; personGeneration?: "PERSON_GENERATION_UNSPECIFIED" | ... 3 more ... | undefined; prominentPeople?: "PROMINENT_PEOPLE_UNSPEC...`)

**retrievalConfig** (`{ latLng?: { latitude: number; longitude: number; } | undefined; } | undefined`)

**streamFunctionCallArguments** (`boolean | undefined`)

**serviceTier** (`"standard" | "flex" | "priority" | undefined`)

**sharedRequestType** (`"standard" | "flex" | "priority" | undefined`)

**requestType** (`"shared" | undefined`)

## 直接安装 Provider

你也可以直接将此 Provider 安装为独立 package，用它代替 Mastra 模型路由字符串。详情请参阅[package 文档](https://www.npmjs.com/package/@ai-sdk/google)。

**npm**:

```bash
npm install @ai-sdk/google
```

**pnpm**:

```bash
pnpm add @ai-sdk/google
```

**Yarn**:

```bash
yarn add @ai-sdk/google
```

**Bun**:

```bash
bun add @ai-sdk/google
```

有关此 Provider 的详细说明，请参阅 [AI SDK Google Provider 文档](https://ai-sdk.dev/providers/ai-sdk-providers/google)。