更新組態套件

在 中編輯組態agentcore.json並重新部署。CLI 會偵測現有的套件，並parentVersionIds自動建立具有正確 的新版本：

# Edit the bundle configuration in agentcore.json (change model_id, system prompt, etc.)
# Then redeploy to create a new version:
agentcore deploy

# After deploying, confirm a new immutable version was created:
agentcore cb versions --name MyBundle

# Inspect what changed between two versions (get IDs from `cb versions`):
agentcore cb diff --name MyBundle --from <v1> --to <v2>

更新變更模型 ID：

import boto3
import uuid

client = boto3.client("bedrock-agentcore-control", region_name="us-west-2")

RUNTIME_ARN = "arn:aws:bedrock-agentcore:us-west-2:123456789012:runtime/MyAgent-abc123"

response = client.update_configuration_bundle(
    bundleId="myAgentConfig-a1b2c3d4e5",
    components={
        RUNTIME_ARN: {
            "configuration": {
                "system_prompt": "You are a helpful customer support assistant.",
                "model_id": "us.anthropic.claude-sonnet-4-20250514-v1:0",
                "temperature": 0.7,
            }
        }
    },
    parentVersionIds=["12345678-1234-1234-1234-123456789012"],
    commitMessage="Switch to Claude Sonnet 4",
    clientToken=str(uuid.uuid4()),
)

print(f"New version ID: {response['versionId']}")

使用建議結果中的建議系統提示進行更新：

import boto3
import uuid

cp_client = boto3.client("bedrock-agentcore-control", region_name="us-west-2")
dp_client = boto3.client("bedrock-agentcore", region_name="us-west-2")

RUNTIME_ARN = "arn:aws:bedrock-agentcore:us-west-2:123456789012:runtime/MyAgent-abc123"

# Get the recommendation result
recommendation = dp_client.get_recommendation(recommendationId="myRec-a1b2c3d4e5")
recommended_prompt = recommendation["result"]["systemPromptRecommendationResult"]["recommendedSystemPrompt"]

# Update the bundle with the recommended prompt
response = cp_client.update_configuration_bundle(
    bundleId="myAgentConfig-a1b2c3d4e5",
    components={
        RUNTIME_ARN: {
            "configuration": {
                "system_prompt": recommended_prompt,
                "model_id": "global.anthropic.claude-sonnet-4-5-20250929-v1:0",
                "temperature": 0.7,
            }
        }
    },
    parentVersionIds=["12345678-1234-1234-1234-123456789012"],
    commitMessage="Apply recommended system prompt",
    createdBy={"name": "optimization-job", "arn": recommendation["recommendationArn"]},
    clientToken=str(uuid.uuid4()),
)

print(f"New version ID: {response['versionId']}")