# General Translation Platform: translateMany
URL: https://generaltranslation.com/en-US/docs/platform/core/reference/gt-class-methods/translation/translate-many.mdx
Docs index: https://generaltranslation.com/llms.txt
Description: Translate multiple strings or structured content entries in one request. API reference for translateMany.

Translates multiple content entries in a single General Translation API request. Use it for batch translation — it is more efficient than issuing many individual [`translate`](/docs/platform/core/reference/gt-class-methods/translation/translate) calls.

## Overview [#overview]

Call `translateMany` on a configured [`GT`](/docs/platform/core/reference/gt-class/constructor) instance with a collection of entries and either a target locale string (shorthand) or an options object. It accepts the entries as an array or as a record keyed by hash, and returns results in the matching shape.

```typescript
const gt = new GT({ apiKey: 'your-api-key', projectId: 'your-project-id' });

const results = await gt.translateMany(
  ['Hello, world!', 'Welcome to our app', 'Click here to continue'],
  'es'
);
```

Signature:

```typescript
// Overload 1: array of entries
translateMany(
  sources: TranslateManyEntry[],
  options: string | TranslateOptions,
  timeout?: number
): Promise<TranslateManyResult>

// Overload 2: record of entries keyed by hash
translateMany(
  sources: Record<string, TranslateManyEntry>,
  options: string | TranslateOptions,
  timeout?: number
): Promise<Record<string, TranslationResult>>
```

*Note: `translateMany` requires an `apiKey` (or `devApiKey`) and `projectId` on the GT instance.*

## How it works [#how-it-works]

- **Array vs. record.** With an array, entries are hashed internally and results are returned in input order. With a record, the keys are treated as hashes and the response is a record with the same keys.
- **Independent results.** Individual translation failures do not stop the batch — each result reports success or failure on its own, so partial success is fully supported.
- **Options shorthand.** Passing a string for `options` is shorthand for `{ targetLocale: string }`, so `gt.translateMany(['Hello'], 'es')` and `gt.translateMany(['Hello'], { targetLocale: 'es' })` are equivalent.

## Parameters [#parameters]

| Parameter | Description | Type | Optional | Default |
| --- | --- | --- | --- | --- |
| [`sources`](#sources) | Array or record of entries to translate. | [`TranslateManyEntry[] \| Record<string, TranslateManyEntry>`](/docs/platform/core/reference/types/translate-many-entry) | No | — |
| [`options`](#options) | Target locale string, or an options object. | `string \| TranslateOptions` | No | — |
| [`timeout`](#timeout) | Request timeout in milliseconds. | `number` | Yes | — |

### `sources` [#sources]

**Type** [`TranslateManyEntry[] \| Record<string, TranslateManyEntry>`](/docs/platform/core/reference/types/translate-many-entry) · **Required**

The entries to translate. Each [`TranslateManyEntry`](/docs/platform/core/reference/types/translate-many-entry) is a plain string, or an object with `source` (the [`Content`](/docs/platform/core/reference/types/content)) and optional `metadata` (an [`EntryMetadata`](/docs/platform/core/reference/types/entry-metadata)):

```typescript
type TranslateManyEntry = string | { source: Content; metadata?: EntryMetadata };
```

Pass an array to get results back in input order, or a record keyed by hash to get results back under the same keys.

### `options` [#options]

**Type** `string | TranslateOptions` · **Required**

A target locale string such as `'es'`, or an options object:

```typescript
type TranslateOptions = {
  targetLocale: string; // locale to translate into
  sourceLocale?: string; // overrides the instance sourceLocale
  modelProvider?: string; // optional model provider hint
};
```

### `timeout` [#timeout]

**Type** `number` · **Optional**

Request timeout in milliseconds. When omitted, the instance default is used.

## Returns [#returns]

**Type** `Promise<TranslateManyResult> | Promise<Record<string, TranslationResult>>`

- **Array input** resolves to a [`TranslateManyResult`](/docs/platform/core/reference/types/translate-many-result) (an array of [`TranslationResult`](/docs/platform/core/reference/types/translation-result) objects), in the same order as the input.
- **Record input** resolves to a `Record<string, TranslationResult>`, keyed by the same hashes as the input.

Narrow each result on `success` before reading its translation.

## Examples [#examples]

```typescript
// Array of strings
const results = await gt.translateMany(['Home', 'About', 'Products', 'Contact'], 'fr');

results.forEach((result, index) => {
  if (result.success) {
    console.log(`Item ${index}: ${result.translation}`);
  } else {
    console.error(`Item ${index} failed: ${result.error}`);
  }
});
```

```typescript
// Array with per-entry metadata
const results = await gt.translateMany(
  [
    { source: 'Hello, world!', metadata: { dataFormat: 'ICU' } },
    { source: 'Goodbye, world!' },
  ],
  { targetLocale: 'es' }
);
```

```typescript
// Record keyed by hash — results come back under the same keys
const results = await gt.translateMany(
  {
    'greeting-hash': 'Hello, world!',
    'farewell-hash': 'Goodbye, world!',
  },
  'es'
);

console.log(results['greeting-hash'].translation);
```

## Notes [#notes]

- Translates multiple entries in a single API request.
- A failure in one entry does not affect the others.
- Results keep the same order as the input array, or the same keys as the input record.

## Sitemap

See the full [sitemap](https://generaltranslation.com/sitemap.md) for all pages.