[Framework Proposal] AWS Bedrock CDK Integration

[rawkintrevo]

Framework Proposal

Description

This proposal aims to integrate AWS Bedrock using the AWS Cloud Development Kit (CDK) into Gofannon. AWS Bedrock is a fully managed service that makes foundation models (FMs) from leading AI companies accessible via an API. The CDK integration will allow users to define and deploy Bedrock-based agents using infrastructure-as-code principles.

Use Cases

• Deploying Bedrock agents as part of a CI/CD pipeline
• Managing multiple Bedrock agents across different environments (dev, staging, prod)
• Integrating Bedrock agents with other AWS services (e.g., Lambda, S3, DynamoDB)
• Creating reusable Bedrock agent templates for common use cases

Proposed Integration

• Required Dependencies:
  • AWS CDK (Python)
  • Boto3
  • AWS CLI
• Conversion Logic:
  • Create a BedrockCDKMixin class that extends BaseTool
  • Implement methods for converting Gofannon tool definitions to Bedrock agent schemas
  • Add CDK constructs for deploying Bedrock agents
• Special Considerations:
  • Handle IAM permissions and resource policies
  • Implement proper error handling for AWS API calls
  • Add logging for agent deployment and execution

Documentation

Documentation should be placed in docs/bedrock_cdk/ and include:

• Getting started guide
• API reference
• Example CDK stacks
• Troubleshooting common issues

Additional Context

The integration should support both synchronous and asynchronous Bedrock agent invocations. It should also provide utilities for monitoring agent performance and costs.

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Contribution Checklist

• I have read the CONTRIBUTING.md guide
• I have checked that this framework doesn't already exist in the repository
• I have followed the single responsibility principle
• I have designed a simple and intuitive integration interface
• I have considered error handling and logging
• I have outlined clear use cases
• I have considered documentation requirements

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Development Plan

• Estimated Timeline: 4 weeks
• Required Resources:
  • AWS account with Bedrock access
  • CDK development environment
  • CI/CD pipeline for testing
• Testing Strategy:
  • Unit tests for CDK constructs
  • Integration tests for Bedrock agent deployment
  • End-to-end tests for agent execution
• Documentation Plan:
  • Week 1: Outline documentation structure
  • Week 2: Write getting started guide
  • Week 3: Add API reference
  • Week 4: Create example CDK stacks