Multi-Agent Coordinator Deployment Summary

Deployment Time: $(date) Status: ✅ DEPLOYMENT COMPLETE

What Was Deployed

1. Database Integration

• Status: ✅ Database services started and validated
• Services: PostgreSQL, Redis, ChromaDB
• Health Checks: Automatic startup with health validation
• Integration: Database availability now automatic in coordination workflows

2. Core Integration Module

• Location: services/orchestration/integration/
• Purpose: Connect Multi-Agent Coordinator to existing systems
• Components: WorkflowIntegration, SessionIntegration, PerformanceMonitor

2. Workflow Integration

• File: services/orchestration/integration/workflow_integration.py
• Purpose: Convert coordination results to executable workflows
• Features: Task decomposition, agent assignment, workflow creation

3. Session Integration

• File: services/orchestration/integration/session_integration.py
• Purpose: Connect coordination to conversation sessions
• Features: Session-based coordination, status tracking, state management

4. Performance Monitoring

• File: services/orchestration/integration/performance_monitoring.py
• Purpose: Track coordination performance and health
• Features: Health checks, performance metrics, historical data

5. API Endpoints

• Location: services/api/orchestration/
• Endpoints:
  • POST /api/orchestration/multi-agent - Trigger coordination
  • GET /api/orchestration/multi-agent/health - Health check
  • GET /api/orchestration/multi-agent/metrics - Performance metrics

6. Updated Orchestration Engine

• File: services/orchestration/engine.py
• Changes: Added Multi-Agent integration imports and initialization

7. Integration Tests

• File: tests/orchestration/test_multi_agent_integration.py
• Purpose: Validate end-to-end coordination functionality

How to Use

Trigger Multi-Agent Coordination

curl -X POST "http://localhost:8001/api/orchestration/multi-agent" \
  -H "Content-Type: application/json" \
  -d '{
    "message": "Build a complete user preference API with testing",
    "category": "EXECUTION",
    "action": "build_user_preference_api"
  }'

Check Health

curl "http://localhost:8001/api/orchestration/multi-agent/health"

Get Performance Metrics

curl "http://localhost:8001/api/orchestration/multi-agent/metrics"

Performance Targets

• Coordination Response Time: <1000ms
• Workflow Creation Time: <1500ms
• Health Check Time: <2000ms
• Success Rate: >95%
• Database Startup Time: <60s (including health validation)
• Database Health Check: <5s per service

Next Steps

1. Test the Integration: Use the API endpoints to trigger coordination
2. Monitor Performance: Check health and metrics endpoints
3. Validate Workflows: Ensure created workflows execute correctly
4. User Training: Document new coordination workflows for team

Rollback Instructions

If issues arise, restore from backup:

cp services/orchestration/engine.py.backup services/orchestration/engine.py

Support

For issues or questions, check:

• Integration logs in services/orchestration/integration/
• Performance metrics via API endpoints
• Test results in tests/orchestration/test_multi_agent_integration.py