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# Marengo Embed 3.0
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## ![Ikon yang menunjukkan panah percabangan yang mewakili pola alur kerja gabungan atau pemisahan.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/models/twelvelabs.png) TwelveLabs — Marengo Embed 3.0
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## Rincian Model
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Marengo Embed 3.0 adalah TwelveLabs model penyematan video yang menghasilkan representasi vektor konten video untuk pencarian dan pengambilan. Untuk informasi lebih lanjut tentang pengembangan model dan kinerja, lihat [ model/service kartu](https://docs.twelvelabs.io/docs/concepts/models/marengo).
+ **Tanggal peluncuran model: 29 ** Oktober 2025
+ **Tanggal model EOL: ** N/A
+ **Perjanjian Lisensi Pengguna Akhir dan Ketentuan Penggunaan: ** [ Lihat ](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **Siklus hidup model: ** Aktif
+ **ID produk pasar: ** `prod-ibqpnh3htjd4s`


| **Modalitas Input ** | **Modalitas Output ** | **[API didukung ](bedrock/latest/userguide/apis.html) ** | **[Titik akhir didukung ](bedrock/latest/userguide/endpoints.html) ** | 
| --- | --- | --- | --- | 
| ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Audio | ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Menanamkan | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Gambar | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Gambar | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Chat Completions | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) bedrock-mantle | 
| ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Pidato | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Pidato | ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Teks | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Teks | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) Converse |  | 
| ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)Video | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)Video | ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) StartAsyncInvoke |  | 

**Tip**  
Jika memungkinkan, kami sarankan menggunakan titik `bedrock-runtime` akhir untuk aplikasi baru. Lihat [Titik akhir didukung oleh Amazon Bedrock](endpoints.md) untuk detail.

## Kemampuan dan Fitur
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***Fitur Bedrock * **

**Fitur yang didukung menggunakan `bedrock-runtime` titik akhir **


| **Didukung ** | **Tidak Didukung ** | 
| --- | --- | 
|  + ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png)[Deteksi penyalahgunaan ](bedrock/latest/userguide/abuse-detection.html)  |  + ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)[Perutean prompt cerdas ](bedrock/latest/userguide/prompt-routing.html)<br />+ ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)[Streaming tanggapan ](bedrock/latest/APIReference/API_runtime_InvokeModelWithResponseStream.html)<br />+ ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)[pagar pembatas ](bedrock/latest/userguide/guardrails.html)<br />+ ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)[Optimasi yang cepat ](bedrock/latest/userguide/prompt-management-optimize.html)<br />+ ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)[Hitung token ](bedrock/latest/userguide/count-tokens.html)<br />+ ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)[Basis pengetahuan ](bedrock/latest/userguide/knowledge-base.html)<br />+ ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)[Evaluasi model ](bedrock/latest/userguide/evaluation.html)<br />+ ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)[Manajemen yang cepat ](bedrock/latest/userguide/prompt-management.html)<br />+ ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)[Aliran ](bedrock/latest/userguide/flows.html)<br />+ ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png)[Agen ](bedrock/latest/userguide/agents.html)  | 

## Harga
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Untuk informasi harga, lihat [ halaman ](https://aws.amazon.com/bedrock/pricing/) Harga Amazon Bedrock.

## Akses Terprogram
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Gunakan ID model dan URL titik akhir berikut untuk mengakses model ini secara terprogram. Untuk informasi selengkapnya tentang API dan titik akhir yang tersedia, lihat [ API yang didukung ](bedrock/latest/userguide/apis.html) dan T [ itik Akhir didukung. ](bedrock/latest/userguide/endpoints.html)


| **Titik akhir ** | **Model ID ** | **In-Region URL titik akhir ** | **ID inferensi geografis ** | **ID inferensi global ** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | twelvelabs.marengo-embed-3-0-v1:0 | https://bedrock-runtime.{region}.amazonaws.com | `us.twelvelabs.marengo-embed-3-0-v1:0`<br />`eu.twelvelabs.marengo-embed-3-0-v1:0` | Tidak didukung | 

*Misalnya, jika wilayah adalah us-east-1 (Virginia Utara), maka URL endpoint bedrock-runtime akan menjadi "" dan untuk bedrock-mantle adalah https://bedrock-runtime.us-east-1.amazonaws.com "”. https://bedrock-mantle.us-east-1.api.aws/v1 *

## Tingkat Layanan
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Amazon Bedrock menawarkan beberapa tingkatan layanan untuk memenuhi persyaratan beban kerja Anda. **Standar ** menyediakan akses bayar per token tanpa komitmen (atur `"service_tier": "default"` atau hilangkan bidang). **Priority ** memberikan waktu respons tercepat untuk premi harga (set`"service_tier": "priority"`). **Flex ** menyediakan akses berbiaya lebih rendah untuk beban kerja yang fleksibel dan tidak peka waktu (set). `"service_tier": "flex"` **Reserved ** menyediakan throughput khusus dengan komitmen jangka untuk beban kerja yang dapat diprediksi; ini ditetapkan pada tingkat akun, bukan per permintaan (hubungi tim akun AWS Anda untuk mengaktifkan). Untuk informasi selengkapnya, lihat tingkatan [ layanan](bedrock/latest/userguide/service-tiers-inference.html).


| **Standar** | **Prioritas** | **Fleksibel ** | **Dicadangkan ** | 
| --- | --- | --- | --- | 
| ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

## Ketersediaan Wilayah
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***Sekilas tentang ketersediaan regional * **

Amazon Bedrock menawarkan tiga opsi inferensi: ** In-Region ** menyimpan permintaan dalam satu Wilayah untuk kepatuhan yang ketat, Cross-Region ** rute ** Geo melintasi Wilayah dalam geografi (seperti AS, UE, dan APAC) sambil menghormati residensi data, dan Cross-Region ** rute ** Global di mana pun di seluruh dunia ketika tidak ada batasan residensi. Lihat [Ketersediaan regional berdasarkan model](models-region-compatibility.md) halaman untuk lebih jelasnya.


| **Wilayah ** | **In-Region** | **Geo ** | **Global ** | 
| --- | --- | --- | --- | 
| us-east-1(Virginia Utara) | ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-1(Irlandia) | ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-northeast-2(Seoul) | ![Green circle with white checkmark icon.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-yes.png) | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | ![Red circle with white X icon indicating error, cancel, or close action.](http://docs.aws.amazon.com/id_id/bedrock/latest/userguide/images/icons/icon-no.png) | 

***Rincian inferensi geografis * **

**Geo: AS **

ID inferensi Geo: `us.twelvelabs.marengo-embed-3-0-v1:0`


| **Wilayah Sumber ** | **Daerah Tujuan ** | 
| --- | --- | 
| us-east-1 (us-east-1) | us-timur-1 (Virginia Utara), us-timur-2 (Ohio), us-barat-2 (Oregon) | 

**Geo: UE **

ID inferensi Geo: `eu.twelvelabs.marengo-embed-3-0-v1:0`


| **Wilayah Sumber ** | **Daerah Tujuan ** | 
| --- | --- | 
| eu-west-1 (Irlandia) | eu-central-1 (Frankfurt), eu-utara-1 (Stockholm), eu-selatan-1 (Milan), eu-selatan-2 (Spanyol), eu-barat-1 (Irlandia), eu-barat-3 (Paris) | 

## Kuota dan Batas
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 AWS Akun Anda memiliki kuota default untuk mempertahankan kinerja layanan dan untuk memastikan penggunaan Amazon Bedrock yang tepat. Kuota default yang ditetapkan ke akun mungkin diperbarui tergantung pada faktor regional, riwayat pembayaran, penggunaan penipuan, and/or persetujuan permintaan [ peningkatan kuota](bedrock/latest/userguide/quotas-increase.html). Untuk informasi selengkapnya, lihat [Kuota untuk Amazon Bedrock](quotas.md) dokumentasi dan lihat [ batasan ](general/latest/gr/bedrock.html#limits_bedrock) untuk model.

## Kode Sampel
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**Langkah 1 - AWS Akun: ** Jika Anda sudah memiliki AWS akun, lewati langkah ini. Jika Anda baru mengenal AWS, daftar untuk akun [ AWS](https://portal.aws.amazon.com/billing/signup).

**Langkah 2 - Kunci API: ** Buka konsol [ Amazon Bedrock ](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create) dan buat kunci API jangka panjang.

**Langkah 3 - Dapatkan SDK: **

```
pip install boto3
```

**Langkah 4 - Tetapkan variabel lingkungan: **

```
AWS_BEARER_TOKEN_BEDROCK="<provide your Bedrock API key>"
```

**Langkah 5 - Jalankan permintaan inferensi pertama Anda: Model ** ini menggunakan`StartAsyncInvoke`. Simpan file sebagai `bedrock-first-request.py`

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.start_async_invoke(
    modelId='twelvelabs.marengo-embed-3-0-v1:0',
    modelInput={},
    outputDataConfig={'s3OutputDataConfig': {'s3Uri': 's3://your-bucket/output/'}}
)
print(response)
```