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

# Redis 儲存空間

Redis 儲存空間實作透過 [`node-redis`](https://github.com/redis/node-redis)（Node.js 的官方 Redis client）直接連線至 Redis，提供高效能的儲存解決方案。它支援獨立 Redis，也能透過自訂 client 設定支援 Redis Sentinel 與 Cluster 部署。

## 安裝

```bash
npm install @mastra/redis
```

## 使用方式

### 使用連線字串

```typescript
import { RedisStore } from '@mastra/redis'

const storage = new RedisStore({
  id: 'redis-storage',
  connectionString: 'redis://localhost:6379',
})

await storage.init()
```

### 使用 Host/Port 設定

```typescript
import { RedisStore } from '@mastra/redis'

const storage = new RedisStore({
  id: 'redis-storage',
  host: 'localhost',
  port: 6379,
  password: 'your-password',
  db: 0,
})

await storage.init()
```

### 使用預先設定的 client

對於 Sentinel 或 Cluster 等進階設定，可以傳入預先設定的 Redis client：

```typescript
import { RedisStore } from '@mastra/redis'
import { createClient } from 'redis'

const client = createClient({
  url: 'redis://localhost:6379',
  socket: {
    reconnectStrategy: retries => Math.min(retries * 50, 2000),
  },
})

// Connect the client before passing to RedisStore
await client.connect()

const storage = new RedisStore({
  id: 'redis-storage',
  client,
})
```

## 參數

**id** (`string`): 儲存空間執行個體的唯一識別碼

**connectionString** (`string`): Redis 連線 URL（例如 redis\://localhost:6379 或 redis\://:password\@localhost:6379）

**host** (`string`): Redis host 位址

**port** (`number`): Redis port 號碼 (Default: `6379`)

**password** (`string`): 用於驗證的 Redis 密碼

**db** (`number`): Redis 資料庫編號 (Default: `0`)

**client** (`RedisClient`): 用於進階設定、預先設定完成的 redis client（來自 redis 套件）

> **備註:** 你必須提供 `connectionString`、`host` 或 `client` 其中之一。這些選項彼此互斥。

## 其他注意事項

### Key 結構

Redis 儲存空間實作使用下列 key 模式：

- Thread：`mastra_threads:id:{threadId}`
- 訊息：`mastra_messages:threadId:{threadId}:id:{messageId}`
- 訊息索引：`msg-idx:{messageId}`（用於快速查詢）
- Thread 訊息 sorted set：`thread:{threadId}:messages`
- Workflow snapshot：`mastra_workflow_snapshot:namespace:{ns}:workflow_name:{name}:run_id:{id}`
- 分數：`mastra_scorers:id:{scoreId}`
- 資源：`mastra_resources:{resourceId}`

### Redis Sentinel

若是使用 Redis Sentinel 的高可用性部署，請建立自訂 client：

```typescript
import { RedisStore } from '@mastra/redis'
import { createClient } from 'redis'

const client = createClient({
  url: 'redis://sentinel-host:26379',
  // Configure sentinel options as needed for your setup
})

await client.connect()

const storage = new RedisStore({
  id: 'redis-sentinel-storage',
  client,
})
```

### Redis Cluster

進行 Redis Cluster 部署時，請使用 cluster client：

```typescript
import { RedisStore } from '@mastra/redis'
import { createCluster } from 'redis'

const cluster = createCluster({
  rootNodes: [
    { url: 'redis://node-1:6379' },
    { url: 'redis://node-2:6379' },
    { url: 'redis://node-3:6379' },
  ],
})

await cluster.connect()

const storage = new RedisStore({
  id: 'redis-cluster-storage',
  client: cluster,
})
```

### 存取底層 client

你可以存取底層 Redis client，以執行自訂操作：

```typescript
const storage = new RedisStore({
  id: 'redis-storage',
  connectionString: 'redis://localhost:6379',
})

await storage.init()

const client = storage.getClient()

// Custom Redis operations
await client.set('custom-key', 'value')
const value = await client.get('custom-key')
```

### 關閉連線

關閉應用程式時，請關閉 Redis 連線：

```typescript
await storage.close()
```

## 使用範例

### 為 Agent 新增記憶體

```typescript
import { Memory } from '@mastra/memory'
import { Agent } from '@mastra/core/agent'
import { RedisStore } from '@mastra/redis'

export const redisAgent = new Agent({
  id: 'redis-agent',
  name: 'Redis Agent',
  instructions:
    'You are an AI agent with the ability to automatically recall memories from previous interactions.',
  model: 'openai/gpt-5.6-sol',
  memory: new Memory({
    storage: new RedisStore({
      id: 'redis-agent-storage',
      connectionString: process.env.REDIS_URL!,
    }),
    options: {
      lastMessages: 10,
    },
  }),
})
```

### 使用 Agent

```typescript
import 'dotenv/config'

import { mastra } from './mastra'

const threadId = '123'
const resourceId = 'user-456'

const agent = mastra.getAgent('redisAgent')

const message = await agent.stream('My name is Mastra', {
  memory: {
    thread: threadId,
    resource: resourceId,
  },
})

await message.textStream.pipeTo(new WritableStream())

const stream = await agent.stream("What's my name?", {
  memory: {
    thread: threadId,
    resource: resourceId,
  },
  memoryOptions: {
    lastMessages: 5,
  },
})

for await (const chunk of stream.textStream) {
  process.stdout.write(chunk)
}
```

### 搭配 Mastra 執行個體使用

```typescript
import { Mastra } from '@mastra/core'
import { RedisStore } from '@mastra/redis'

const storage = new RedisStore({
  id: 'mastra-storage',
  host: 'localhost',
  port: 6379,
})

const mastra = new Mastra({
  storage, // init() called automatically
})
```

若不透過 Mastra 而直接使用 storage，請明確呼叫 `init()`：

```typescript
import { RedisStore } from '@mastra/redis'

const storage = new RedisStore({
  id: 'redis-storage',
  host: 'localhost',
  port: 6379,
})

await storage.init()

// Access domain-specific stores via getStore()
const memoryStore = await storage.getStore('memory')
const thread = await memoryStore?.getThreadById({ threadId: '...' })
```