🚀 System Overview

HMS-NFO is a comprehensive data processing and optimization system that combines ETL pipeline functionality, genetic optimization, agency issue finding, and deep research capabilities for the Health Management System ecosystem.

🏗️ Architecture Components

Agency Finder

Government agency issue analysis and HMS solution mapping

Deep Research

CoRT analysis engine with multi-source research

ETL Pipeline

Parallel data processing with genetic optimization

Web Search

Resilient web search with fallback mechanisms

⚡ Live Demonstrations

🏛️ Agency Issue Analysis

Analyze real government agency issues and generate HMS solution recommendations.

  • Pre-configured agency type mappings
  • State-specific analysis support
  • HMS component integration
  • Automated documentation generation

🔬 Deep Research Pipeline

Chain of Recursive Thought (CoRT) analysis with multi-source research synthesis.

  • Configurable research depth
  • Progress tracking
  • Source aggregation
  • Structured analysis output

⚙️ ETL Processing

Parallel data processing pipeline with genetic algorithm optimization.

  • Concurrent file processing
  • Search index generation
  • Genetic optimization
  • Performance monitoring

🌐 Web Search Integration

Resilient web search with multiple provider fallbacks and result aggregation.

  • Multi-provider search
  • Circuit breaker pattern
  • Result deduplication
  • Score-based ranking

🔧 API Endpoints

# Core System GET /health # System health check # Agent Integration (HMS-NET) POST /api/agent/etl-request # Agent ETL processing request POST /api/agent/agency-issue # Agent agency analysis request POST /api/agent/deep-research # Agent deep research request # Demo Endpoints POST /api/agency-issue # Process agency issue GET /api/demo/agency-types # List supported agency types POST /api/demo/deep-research # Run deep research analysis GET /api/demo/etl-status # ETL pipeline status POST /api/demo/web-search # Web search demonstration

📊 System Status

Application: Running on Heroku (heroku-24 stack)

Runtime: Java 21 with Clojure 1.11.1

Environment: Production-ready configuration

Full Features: Simplified mode for deployment