本文為英文版的機器翻譯版本，如內容有任何歧義或不一致之處，概以英文版為準。

# Z.AI


Amazon Bedrock 提供下列 Z.AI 模型：


| **模型** | **Description** | 
| --- | --- | 
| [GLM 4.7](model-card-zai-glm-4-7.md) | GLM 4.7 是 Z.AI 的大型語言模型，在推理、編碼和知識基準方面具有強大的多語言功能和可靠的效能。 | 
| [GLM 4.7 快閃記憶體](model-card-zai-glm-4-7-flash.md) | GLM 4.7 Flash 是 Z.AI 的輕量型模型，針對快速推論和低延遲任務進行最佳化，同時維持強大的一般功能。 | 
| [GLM 5](model-card-zai-glm-5.md) | GLM 5 是 Z.AI 的前端類別一般用途模型，具有 744B 參數和 40B 作用中，針對複雜的系統工程和長期代理任務進行了最佳化。 | 

# GLM 4.7


## ![\[alt text not found\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/models/zai.png) Z.AI — GLM 4.7


## 模型詳細資訊


GLM 4.7 是 Z.AI 的大型語言模型，在推理、編碼和知識基準方面具有強大的多語言功能和可靠的效能。如需模型開發和效能的詳細資訊，請參閱[模型/服務卡](https://z.ai/blog/glm-4.7)。
+ **模型啟動日期：**2025 年 12 月 22 日
+ **模型 EOL 日期：**不適用
+ **最終使用者授權合約和使用條款：**[檢視](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **模型生命週期：**作用中
+ **內容視窗：**128K 權杖
+ **最大輸出字符：**4K


| **輸入模態** | **輸出模式** | **[支援的 APIs ](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[支援的端點](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 音訊 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 內嵌 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 影像 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 影像 | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) Chat Completions | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 語音 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 語音 | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) 文字 | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) 文字 | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 影片 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 影片 |  |  | 

**注意**  
我們建議您盡可能使用 `bedrock-mantle`端點。

## 功能和功能


***Bedrock 功能***

**使用`bedrock-mantle`端點支援的功能**


| **支援的** | **不支援** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/model-card-zai-glm-4-7.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/model-card-zai-glm-4-7.html)  | 

**使用`bedrock-runtime`端點支援的功能**


| **支援的** | **不支援** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/model-card-zai-glm-4-7.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/model-card-zai-glm-4-7.html)  | 

## 定價


如需定價，請參閱 [Amazon Bedrock 定價](https://aws.amazon.com/bedrock/pricing/)頁面。

## 程式設計存取


使用以下模型 IDs和端點 URLs以程式設計方式存取此模型。如需可用 APIs和端點的詳細資訊，請參閱[支援的 APIs](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)和[支援的端點](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)。


| **端點** | **模型 ID** | **區域端點 URL** | **地理推論 ID** | **全域推論 ID** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | zai.glm-4.7 | https://bedrock-runtime.\$1region\$1.amazonaws.com | 不支援 | 不支援 | 
| bedrock-mantle | zai.glm-4.7 | https://bedrock-mantle.\$1region\$1.api.aws/v1 | 不支援 | 不支援 | 

*例如，如果區域是 us-east-1 （維吉尼亞北部），則 bedrock-runtime 端點 URL 將為 "https://bedrock-runtime.us-east-1.amazonaws.com"，而 bedrock-mantle 則為 "https://bedrock-mantle.us-east-1.api.aws/v1"。*

## 服務層


Amazon Bedrock 提供多種服務層，以符合您的工作負載需求。**Standard** 提供pay-per-token存取。**優先順序**透過以時間為基礎的承諾提供更高的輸送量。**Flex** 為彈性、non-time-sensitive工作負載提供較低成本的存取。**預留**提供專用輸送量，並承諾可預測工作負載的期限。如需詳細資訊，請參閱 [服務方案](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html)。


| **標準** | **優先順序** | **Flex** | **預留** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 

## 區域可用性


***區域可用性一目了然***

Bedrock 提供三種推論選項：**為嚴格合規，區域內**將請求保留在單一 區域內，地理 （美國、歐洲等） 內區域間的**地理跨區域**路由可提高輸送量，同時遵守資料駐留，而全球**跨區域**路由則可在無駐留限制的情況下，在全球任何地方提供最大輸送量。如需詳細資訊，請參閱 [區域可用性](models-region-compatibility.md)頁面。


| **區域** | **區域內** | **地理** | **全域** | 
| --- | --- | --- | --- | 
| us-east-1 （維吉尼亞北部） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-east-2 （俄亥俄） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2 （奧勒岡） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-north-1 （斯德哥爾摩） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-2 （倫敦） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-northeast-1 （東京） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1 （孟買） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2 （雪梨） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-3 （雅加達） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1 （聖保羅） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 

## 配額和限制


您的 AWS 帳戶具有預設配額，可維持服務的效能，並確保適當使用 Amazon Bedrock。指派給帳戶的預設配額可能會根據區域因素、付款歷史記錄、詐騙使用量和/或配額[增加請求](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html)的核准而更新。如需詳細資訊，請參閱 [Amazon Bedrock 的配額](quotas.md) 文件並查看模型[的限制](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock)。

## 範例程式碼


**步驟 1 - AWS 帳戶：**如果您已經有 AWS 帳戶，請略過此步驟。如果您是初次使用 AWS，請註冊 [AWS 帳戶](https://portal.aws.amazon.com/billing/signup)。

**步驟 2 - API 金鑰：**前往 [Amazon Bedrock 主控台](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create)並產生長期 API 金鑰。

**步驟 3 - 取得 SDK：**若要使用此入門指南，您必須已安裝 Python。然後，根據您使用的 APIs相關軟體。

------
#### [ Responses/Chat Completions API ]

```
pip install boto3 openai
```

------
#### [ Invoke/Converse API ]

```
pip install boto3
```

------

**步驟 4 - 設定環境變數：**設定您的環境以使用 API 金鑰進行身分驗證。

------
#### [ Responses/Chat Completions API ]

```
OPENAI_API_KEY="<provide your Bedrock API key>"
OPENAI_BASE_URL="https://bedrock-mantle.<your-region>.api.aws/v1"
```

------
#### [ Invoke/Converse API ]

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

------

**步驟 5 - 執行您的第一個推論請求：**將檔案儲存為 `bedrock-first-request.py`

------
#### [ Responses API ]

```
from openai import OpenAI

client = OpenAI()

response = client.responses.create(
    model="zai.glm-4.7",
    input="Can you explain the features of Amazon Bedrock?"
    )
print(response)
```

------
#### [ Chat Completions API ]

```
from openai import OpenAI

client = OpenAI()

response = client.chat.completions.create(
    model="zai.glm-4.7",
    messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
    )
print(response)
```

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='zai.glm-4.7',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='zai.glm-4.7',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# GLM 4.7 快閃記憶體


## ![\[alt text not found\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/models/zai.png) Z.AI — GLM 4.7 Flash


## 模型詳細資訊


GLM 4.7 Flash 是 Z.AI 的輕量型模型，針對快速推論和低延遲任務進行最佳化，同時維持強大的一般功能。如需模型開發和效能的詳細資訊，請參閱[模型/服務卡](https://z.ai/blog/glm-4.7)。
+ **模型啟動日期：**2026 年 1 月 19 日
+ **模型 EOL 日期：**不適用
+ **最終使用者授權合約和使用條款：**[檢視](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **模型生命週期：**作用中
+ **內容視窗：**128K 權杖
+ **最大輸出字符：**4K


| **輸入模態** | **輸出模式** | **[支援的 APIs ](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[支援的端點](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 音訊 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 內嵌 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 影像 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 影像 | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) Chat Completions | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 語音 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 語音 | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) 文字 | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) 文字 | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 影片 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 影片 |  |  | 

**注意**  
我們建議您盡可能使用 `bedrock-mantle`端點。

## 功能和功能


***Bedrock 功能***

**使用`bedrock-mantle`端點支援的功能**


| **支援的** | **不支援** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/model-card-zai-glm-4-7-flash.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/model-card-zai-glm-4-7-flash.html)  | 

**使用`bedrock-runtime`端點支援的功能**


| **支援的** | **不支援** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/model-card-zai-glm-4-7-flash.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/model-card-zai-glm-4-7-flash.html)  | 

## 定價


如需定價，請參閱 [Amazon Bedrock 定價](https://aws.amazon.com/bedrock/pricing/)頁面。

## 程式設計存取


使用以下模型 IDs和端點 URLs，以程式設計方式存取此模型。如需可用 APIs和端點的詳細資訊，請參閱[支援的 APIs](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)和[支援的端點](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)。


| **端點** | **模型 ID** | **區域端點 URL** | **地理推論 ID** | **全域推論 ID** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | zai.glm-4.7-flash | https://bedrock-runtime.\$1region\$1.amazonaws.com | 不支援 | 不支援 | 
| bedrock-mantle | zai.glm-4.7-flash | https://bedrock-mantle.\$1region\$1.api.aws/v1 | 不支援 | 不支援 | 

*例如，如果 region 是 us-east-1 （維吉尼亞北部），則 bedrock-runtime 端點 URL 將為 "https://bedrock-runtime.us-east-1.amazonaws.com"，bedrock-mantle 則為 "https://bedrock-mantle.us-east-1.api.aws/v1"。*

## 服務層


Amazon Bedrock 提供多種服務層，以符合您的工作負載需求。**Standard** pay-per-token存取，無需任何承諾。**優先順序**透過以時間為基礎的承諾提供更高的輸送量。**Flex** 為彈性、non-time-sensitive工作負載提供較低成本的存取。**預留** 提供專用輸送量，並提供可預測工作負載的期限承諾。如需詳細資訊，請參閱 [服務方案](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html)。


| **標準** | **優先順序** | **Flex** | **預留** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 

## 區域可用性


***區域可用性一目了然***

Bedrock 提供三種推論選項：**為嚴格合規，區域內**將請求保留在單一 區域內，地理 （美國、歐洲等） 內區域間的**地理跨區域**路由可提高輸送量，同時遵守資料駐留，而全球**跨區域**路由則可在無駐留限制的情況下，在全球任何地方提供最大輸送量。如需詳細資訊，請參閱 [區域可用性](models-region-compatibility.md)頁面。


| **區域** | **區域內** | **地理** | **全域** | 
| --- | --- | --- | --- | 
| us-east-1 （維吉尼亞北部） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-east-2 （俄亥俄） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2 （奧勒岡） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-central-1 （法蘭克福） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-north-1 （斯德哥爾摩） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-south-1 （米蘭） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-1 （愛爾蘭） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-2 （倫敦） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-northeast-1 （東京） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1 （孟買） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2 （雪梨） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-3 （雅加達） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1 （聖保羅） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 

## 配額和限制


您的 AWS 帳戶具有預設配額來維持服務的效能，並確保適當使用 Amazon Bedrock。指派給帳戶的預設配額可能會根據區域因素、付款歷史記錄、詐騙使用量和/或配額[增加請求](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html)的核准而更新。如需詳細資訊，請參閱 [Amazon Bedrock 的配額](quotas.md) 文件並查看模型[的限制](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock)。

## 範例程式碼


**步驟 1 - AWS 帳戶：**如果您已經有 AWS 帳戶，請略過此步驟。如果您是初次使用 AWS，請註冊 [AWS 帳戶](https://portal.aws.amazon.com/billing/signup)。

**步驟 2 - API 金鑰：**前往 [Amazon Bedrock 主控台](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create)並產生長期 API 金鑰。

**步驟 3 - 取得 SDK：**若要使用此入門指南，您必須已安裝 Python。然後，根據您使用的 APIs相關軟體。

------
#### [ Responses/Chat Completions API ]

```
pip install boto3 openai
```

------
#### [ Invoke/Converse API ]

```
pip install boto3
```

------

**步驟 4 - 設定環境變數：**設定您的環境以使用 API 金鑰進行身分驗證。

------
#### [ Responses/Chat Completions API ]

```
OPENAI_API_KEY="<provide your Bedrock API key>"
OPENAI_BASE_URL="https://bedrock-mantle.<your-region>.api.aws/v1"
```

------
#### [ Invoke/Converse API ]

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

------

**步驟 5 - 執行您的第一個推論請求：**將檔案儲存為 `bedrock-first-request.py`

------
#### [ Responses API ]

```
from openai import OpenAI

client = OpenAI()

response = client.responses.create(
    model="zai.glm-4.7-flash",
    input="Can you explain the features of Amazon Bedrock?"
    )
print(response)
```

------
#### [ Chat Completions API ]

```
from openai import OpenAI

client = OpenAI()

response = client.chat.completions.create(
    model="zai.glm-4.7-flash",
    messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
    )
print(response)
```

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='zai.glm-4.7-flash',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='zai.glm-4.7-flash',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------

# GLM 5


## ![\[alt text not found\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/models/zai.png) Z.AI — GLM 5


## 模型詳細資訊


GLM 5 是針對複雜系統工程和長期代理任務進行最佳化的前端、一般用途大型語言模型。它以 GLM 4.5 代理程式為中心系列為基礎，旨在支援多步驟推理、數學 （包括 AIME 型基準測試）、進階編碼和工具擴增工作流程，並支援長內容，適用於複雜的代理程式和企業應用程式。如需模型開發和效能的詳細資訊，請參閱[模型/服務卡](https://docs.z.ai/guides/llm/glm-5-turbo)。
+ **模型啟動日期：**2026 年 2 月 11 日
+ **模型 EOL 日期：**不適用
+ **最終使用者授權合約和使用條款：**[檢視](https://aws.amazon.com/legal/bedrock/third-party-models/)
+ **模型生命週期：**作用中
+ **內容視窗：**200K個字符
+ **最大輸出字符：**128K


| **輸入模態** | **輸出模式** | **[支援的 APIs ](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)** | **[支援的端點](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)** | 
| --- | --- | --- | --- | 
| ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 音訊 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 內嵌 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) Responses | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-runtime | 
| ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 影像 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 影像 | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) Chat Completions | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) bedrock-mantle | 
| ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 語音 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 語音 | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) Invoke |  | 
| ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) 文字 | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) 文字 | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) Converse |  | 
| ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 影片 | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) 影片 |  |  | 

**注意**  
我們建議您盡可能使用 `bedrock-mantle`端點。

## 功能和功能


***Bedrock 功能***

**使用`bedrock-mantle`端點支援的功能**


| **支援的** | **不支援** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/model-card-zai-glm-5.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/model-card-zai-glm-5.html)  | 

**使用`bedrock-runtime`端點支援的功能**


| **支援的** | **不支援** | 
| --- | --- | 
|  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/model-card-zai-glm-5.html)  |  [\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/model-card-zai-glm-5.html)  | 

## 定價


如需定價，請參閱 [Amazon Bedrock 定價](https://aws.amazon.com/bedrock/pricing/)頁面。

## 程式設計存取


使用以下模型 IDs和端點 URLs，以程式設計方式存取此模型。如需可用 APIs和端點的詳細資訊，請參閱[支援的 APIs](https://docs.aws.amazon.com/bedrock/latest/userguide/apis.html)和[支援的端點](https://docs.aws.amazon.com/bedrock/latest/userguide/endpoints.html)。


| **端點** | **模型 ID** | **區域端點 URL** | **地理推論 ID** | **全域推論 ID** | 
| --- | --- | --- | --- | --- | 
| bedrock-runtime | zai.glm-5 | https://bedrock-runtime.\$1region\$1.amazonaws.com | 不支援 | 不支援 | 
| bedrock-mantle | zai.glm-5 | https://bedrock-mantle.\$1region\$1.api.aws/v1 | 不支援 | 不支援 | 

*例如，如果 region 是 us-east-1 （維吉尼亞北部），則 bedrock-runtime 端點 URL 將為 "https://bedrock-runtime.us-east-1.amazonaws.com"，bedrock-mantle 則為 "https://bedrock-mantle.us-east-1.api.aws/v1"。*

## 服務層


Amazon Bedrock 提供多種服務層，以符合您的工作負載需求。**Standard** pay-per-token存取，無需任何承諾。**優先順序**透過以時間為基礎的承諾提供更高的輸送量。**Flex** 為彈性、non-time-sensitive工作負載提供較低成本的存取。**預留** 提供專用輸送量，並提供可預測工作負載的期限承諾。如需詳細資訊，請參閱 [服務方案](https://docs.aws.amazon.com/bedrock/latest/userguide/service-tiers-inference.html)。


| **標準** | **優先順序** | **Flex** | **預留** | 
| --- | --- | --- | --- | 
| ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 

## 區域可用性


***區域可用性一目了然***

Bedrock 提供三種推論選項：**為嚴格合規，區域內**將請求保留在單一 區域內，地理 （美國、歐洲等） 內區域間的**地理跨區域**路由可提高輸送量，同時遵守資料駐留，而全球**跨區域**路由則可在無駐留限制的情況下，在全球任何地方提供最大輸送量。如需詳細資訊，請參閱 [區域可用性](models-region-compatibility.md)頁面。


| **區域** | **區域內** | **地理** | **全域** | 
| --- | --- | --- | --- | 
| us-east-1 （維吉尼亞北部） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-east-2 （俄亥俄） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| us-west-2 （奧勒岡） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-north-1 （斯德哥爾摩） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| eu-west-2 （倫敦） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-northeast-1 （東京） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-south-1 （孟買） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-2 （雪梨） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| ap-southeast-3 （雅加達） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 
| sa-east-1 （聖保羅） | ![\[Yes\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-yes.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | ![\[No\]](http://docs.aws.amazon.com/zh_tw/bedrock/latest/userguide/images/icons/icon-no.png) | 

## 配額和限制


您的 AWS 帳戶具有預設配額來維持服務的效能，並確保適當使用 Amazon Bedrock。指派給帳戶的預設配額可能會根據區域因素、付款歷史記錄、詐騙使用量和/或配額[增加請求](https://docs.aws.amazon.com/bedrock/latest/userguide/quotas-increase.html)的核准而更新。如需詳細資訊，請參閱 [Amazon Bedrock 的配額](quotas.md) 文件並查看模型[的限制](https://docs.aws.amazon.com/general/latest/gr/bedrock.html#limits_bedrock)。

## 範例程式碼


**步驟 1 - AWS 帳戶：**如果您已經有 AWS 帳戶，請略過此步驟。如果您是初次使用 AWS，請註冊 [AWS 帳戶](https://portal.aws.amazon.com/billing/signup)。

**步驟 2 - API 金鑰：**前往 [Amazon Bedrock 主控台](https://console.aws.amazon.com/bedrock/home#/api-keys/long-term/create)並產生長期 API 金鑰。

**步驟 3 - 取得 SDK：**若要使用此入門指南，您必須已安裝 Python。然後，根據您使用的 APIs相關軟體。

------
#### [ Responses/Chat Completions API ]

```
pip install boto3 openai
```

------
#### [ Invoke/Converse API ]

```
pip install boto3
```

------

**步驟 4 - 設定環境變數：**設定您的環境以使用 API 金鑰進行身分驗證。

------
#### [ Responses/Chat Completions API ]

```
OPENAI_API_KEY="<provide your Bedrock API key>"
OPENAI_BASE_URL="https://bedrock-mantle.<your-region>.api.aws/v1"
```

------
#### [ Invoke/Converse API ]

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

------

**步驟 5 - 執行您的第一個推論請求：**將檔案儲存為 `bedrock-first-request.py`

------
#### [ Responses API ]

```
from openai import OpenAI

client = OpenAI()

response = client.responses.create(
    model="zai.glm-5",
    input="Can you explain the features of Amazon Bedrock?"
    )
print(response)
```

------
#### [ Chat Completions API ]

```
from openai import OpenAI

client = OpenAI()

response = client.chat.completions.create(
    model="zai.glm-5",
    messages=[{"role": "user", "content": "Can you explain the features of Amazon Bedrock?"}]
    )
print(response)
```

------
#### [ Invoke API ]

```
import json
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.invoke_model(
    modelId='zai.glm-5',
    body=json.dumps({
            'messages': [{ 'role': 'user', 'content': 'Can you explain the features of Amazon Bedrock?'}],
            'max_tokens': 1024
    })
 )
 print(json.loads(response['body'].read()))
```

------
#### [ Converse API ]

```
import boto3

client = boto3.client('bedrock-runtime', region_name='us-east-1')
response = client.converse(
    modelId='zai.glm-5',
    messages=[
        {
            'role': 'user',
            'content': [{'text': 'Can you explain the features of Amazon Bedrock?'}]
        }
    ]
)
print(response)
```

------