Skip to content

Conversation

@joshuamarksmith
Copy link

Investment AI Agent - Multi-Agent System Implementation

Overview

A comprehensive Investment AI Agent system that leverages Amazon Bedrock's foundation models to generate investment insights and recommendations through a sophisticated multi-agent orchestration framework.

Key Features

  • Multi-Agent Architecture: 6 specialized AI agents (Supervisor, Planning, Research, Analysis, Compliance, Synthesis) working in coordination using Claude Sonnet 3.7, Claude Haiku 3.5, and Amazon Nova Pro
  • Complete API Layer: RESTful endpoints with authentication, validation, and comprehensive error handling
  • Real-time Web Interface: Interactive frontend with agent workflow visualization and progress tracking
  • Data Integration: Support for proprietary data uploads, web search, and real-time market data
  • AWS Infrastructure: Full CDK stack with Lambda, API Gateway, DynamoDB, S3, and Cognito
  • Comprehensive Testing: 40+ unit test suites and 18 integration tests with extensive coverage

Demo Capabilities

  • Local Demo Server: Quick setup with npm run demo:local for immediate testing with mock data
  • AWS Deployment: Full cloud deployment with npm run deploy:dev for real AI model integration
  • Agent Workflow Simulation: Real-time visualization of multi-agent processing pipeline

Technical Implementation

  • TypeScript/Node.js backend with Express.js API framework
  • Amazon Bedrock integration for multiple AI models
  • AWS CDK for infrastructure as code
  • Responsive web interface with real-time updates
  • CI/CD pipeline with GitHub Actions for automated deployment

Documentation

  • Complete API documentation with examples
  • Deployment guides for multiple environments
  • Architecture documentation with system diagrams
  • Quick start guides for both demo and production use

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant