feat(bedrock): add application inference profile

[krokoko]

Fixes #683

Co-developed with @aws-rafams

• Add the new application profile released in cdk v2.166.0
• Upgrades cdk v2.166.0 and fix related changes (prompt topK removed, property required)
• Update documentation
• Update agents and prompts to support CRIS through system defined inference profiles
• At this moment, Application Inference Profiles are not supported for Agents/Prompts by the services
• Add support to load cdk bedrock models as BedrockFoundationModel
• Support for CRIS in Knowledge Bases will be done separately

Created 3 application inference profiles through CDK:

// Create an application inference profile for one Region
new bedrock.ApplicationInferenceProfile(this, 'TestAIP', {
      inferenceProfileName: 'TestAIP',
      description: 'This is a test application inf profile',
      modelSource: bedrock.BedrockFoundationModel.ANTHROPIC_CLAUDE_SONNET_V1_0.asArn(this),
      tags: [{key: 'test', value: 'test'}]
    });

// Create an application inference profile across regions
  const aip = new bedrock.ApplicationInferenceProfile(this, 'myapplicationprofile2', {
    inferenceProfileName: 'claude 35 sonnet v2',
    modelSource: 'arn:aws:bedrock:us-west-2::foundation-model/anthropic.claude-3-5-sonnet-20241022-v2:0'
  });

new cdk.CfnOutput(this, 'InferenceProfileArn', {value: aip.inferenceProfileArn});
new cdk.CfnOutput(this, 'InferenceProfileId', {value: aip.inferenceProfileId});
new cdk.CfnOutput(this, 'InferenceProfileIdentifier', {value: aip.inferenceProfileIdentifier});
new cdk.CfnOutput(this, 'Status', {value: aip.status});
new cdk.CfnOutput(this, 'Createdat', {value: aip1.createdAt});
new cdk.CfnOutput(this, 'Updatedat', {value: aip1.updatedAt});

// Import an aip created through the L1 cfn construct
const cfnapp = new CfnApplicationInferenceProfile(this, 'mytestaip3', {
      inferenceProfileName: 'mytest',
      modelSource: {
        copyFrom: 'arn:aws:bedrock:us-east-1::foundation-model/anthropic.claude-3-sonnet-20240229-v1:0',
      },
});

const aip3 = bedrock.ApplicationInferenceProfile.fromCfnApplicationInferenceProfile(cfnapp);

Example of CDK outputs:

BedrockAgentStack.InferenceProfileArn = arn:aws:bedrock:us-east-1:XXXXX:application-inference-profile/cew2pa5r8hog
BedrockAgentStack.inferenceProfileId = cew2pa5r8hog
BedrockAgentStack.inferenceProfileIdentifier = arn:aws:bedrock:us-east-1:XXXXX:application-inference-profile/cew2pa5r8hog
BedrockAgentStack.status = ACTIVE
BedrockAgentStack.Updatedat = 2024-11-13T22:42:40.608335958Z
BedrockAgentStack.Createdat = 2024-11-13T22:42:40.608335958Z

Listed the available profiles through boto3:

'inferenceProfileSummaries': [
    {'inferenceProfileName': 'claude 35 sonnet v2', 'createdAt': datetime.datetime(2024, 11, 12, 22, 11, 43, 869820, tzinfo=tzutc()), 'updatedAt': datetime.datetime(2024, 11, 12, 22, 11, 43, 869820, tzinfo=tzutc()), 'inferenceProfileArn': 'arn:aws:bedrock:us-east-1:XXXXX:application-inference-profile/cew2pa5r8hog', 'models': [{'modelArn': 'arn:aws:bedrock:us-west-2::foundation-model/anthropic.claude-3-5-sonnet-20241022-v2:0'}], 'inferenceProfileId': 'cew2pa5r8hog', 'status': 'ACTIVE', 'type': 'APPLICATION'}, 
    {'inferenceProfileName': 'TestAIP', 'description': 'This is a test application inf profile', 'createdAt': datetime.datetime(2024, 11, 12, 22, 11, 48, 358568, tzinfo=tzutc()), 'updatedAt': datetime.datetime(2024, 11, 12, 22, 11, 48, 358568, tzinfo=tzutc()), 'inferenceProfileArn': 'arn:aws:bedrock:us-east-1:XXXXXXXX:application-inference-profile/63ntfzxa78ze', 'models': [{'modelArn': 'arn:aws:bedrock:us-east-1::foundation-model/anthropic.claude-3-sonnet-20240229-v1:0'}], 'inferenceProfileId': '63ntfzxa78ze', 'status': 'ACTIVE', 'type': 'APPLICATION'}
]

Then used Converse API in Python to test the 3 created application inference profiles with modelId=inf_profile_arn

Tested also with the Bedrock agent sample, by deploying the app with the existing model, and by using CRIS to ensure no regressions and support of the new features.
Tested to create prompts and test them through the console with CRIS

Remaining tasks:

• Fix all tests and documentation, then ready for review

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[scottschreckengaust]

LGTM

[krokoko]

Putting back to draft mode as other changes are done in a separate branch