Pyragogy AI-driven handbook generator with multi-agent orchestration

AI-Driven Handbook Generator with Multi-Agent Orchestration (Pyragogy AI Village)

This n8n workflow is a modular, multi-agent AI orchestration system designed for the collaborative generation of Markdown-based handbooks. Inspired by peer learning and open publishing workflows, it simulates a content pipeline where specialized AI agents act in defined roles, enabling true AI–human co-creation and iterative refinement.

This project is a core component of [Pyragogy](https://pyragogy.org), an open framework dedicated to ethical cognitive co-creation, peer AI–human learning, and human-in-the-loop automation for open knowledge systems. It implements the master orchestration architecture for the Pyragogy AI Village, managing a complex sequence of AI agents to process input, perform review, synthesis, and archiving, with a crucial human oversight step for final approval.

How It Works: A Deep Dive into the Workflow's Architecture

The workflow orchestrates a sophisticated content generation and review process, ideal for creating AI-driven knowledge bases or handbooks with human oversight.

Webhook Trigger & Input: The process begins when the workflow receives a JSON input via a Webhook (specifically at /webhook/pyragogy/process). This input typically includes details like the handbook's title, initial text, and relevant tags.

Database Verification: It first verifies the connection to a PostgreSQL database to ensure data persistence.

Meta-Orchestrator: A powerful Meta-Orchestrator (powered by gpt-4o from OpenAI) analyzes the initial request. Its role is to dynamically determine and activate the optimal sequence of specialized AI agents required to fulfill the input, ensuring tasks are dynamically routed and assigned based on each agent’s responsibility.