Multi-Agent Orchestration Starter Kit

Production-grade DAG-based agent orchestration. Pure Python, zero framework dependencies.

What's Included

• DAG Orchestrator — Define agents and dependencies as a directed acyclic graph. Topological sort, retry with exponential backoff, per-agent timeouts, graceful degradation.
• BaseAgent Framework — Abstract base class with Pydantic validation, execution timing, structured logging, and cost tracking. Build any agent in under 20 lines.
• 3 Example Agents — ResearchAgent, AnalysisAgent, ReportAgent. Fully functional pipeline you can run immediately.
• ASCII Monitoring Dashboard — Performance table, Gantt chart timeline, JSON export. No Grafana required.
• Architecture Docs — System diagrams, data flow, extension guide.

Quick Start

pip install pydantic
python examples/pipeline.py

Project Structure

multi-agent-starter-kit/
  orchestrator/
    dag.py           # DAG execution engine
    base_agent.py    # BaseAgent abstract class
    monitor.py       # ASCII monitoring dashboard
  agents/
    research_agent.py
    analysis_agent.py
    report_agent.py
  examples/
    pipeline.py      # Full pipeline example
    custom_agent.py  # Minimal custom agent example
  docs/
    architecture.md  # System design + ASCII diagrams
    quickstart.md    # Getting started guide

License

MIT