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Multi-Model Debate Engine

Open-source Python framework for orchestrating debates between multiple AI models. The core of all consilium tools.

The open-source core that powers all of Neal's AI tools. Orchestrates multiple AI models (Groq, DeepSeek, Gemini, OpenAI) in structured debates, then synthesizes their output into actionable decisions.

Free to use, fork, and build on. This is how all the consilium tools work — you can build your own.

How it works

1

Define your experts

Specify expert roles and which AI model/provider each should use

2

Submit a question

The engine calls all experts in parallel, passing context and role instructions

3

Get synthesized answer

A synthesis model reads all expert responses and produces a final, structured decision