AML System

A comprehensive system that combines Next.js UI, Python workflow system, and AI agent system for automated task processing.

Project Structure

• frontend/ - Next.js UI application
• workflow_system/ - Python workflow management system
• ai_agents/ - Python AI agent system
• shared/ - Shared types and utilities

Setup Instructions

Frontend (Next.js)

cd frontend
npm install
npm run dev

Workflow System

cd workflow_system
python -m venv venv
source venv/bin/activate  # On Windows: .\venv\Scripts\activate
pip install -r requirements.txt
python main.py

AI Agent System

cd ai_agents
python -m venv venv
source venv/bin/activate  # On Windows: .\venv\Scripts\activate
pip install -r requirements.txt
python main.py

Architecture

The system consists of three main components:

1. Frontend (Next.js)

   • User interface for initiating workflows
   • Real-time updates via Server-Sent Events (SSE)
   • Workflow status monitoring

2. Workflow System

   • Manages workflow execution
   • Coordinates between UI and AI agents
   • Handles SSE updates to the frontend

3. AI Agent System

   • Contains multiple AI agents that collaborate
   • Processes tasks and updates workflow status
   • Communicates results back to the workflow system

Communication Flow

1. UI initiates workflow → Workflow System
2. Workflow System creates workflow ID → UI
3. Workflow System coordinates with AI Agents
4. AI Agents process tasks and update Workflow System
5. Workflow System sends updates to UI via SSE

Participant wallet: 0x9CeaC40E54573409F346257Ba941Fae408513028