Consilium

Consilium is a multi-model AI debate system where 5 LLMs discuss, critique, and refine answers through iterative rounds — then synthesize a final verdict.

The Idea

Instead of trusting one AI model, ask five. Let them debate. The truth emerges from disagreement.

Models

Model	Provider	Strength
Claude Sonnet 4	Anthropic	Nuance, synthesis
GPT-4o	OpenAI	General reasoning
DeepSeek Chat	DeepSeek	Alternative viewpoints
Gemini 2.5 Flash	Google	Speed, analysis
Grok 3 Mini	xAI	Creative thinking

How a Deep Consilium Works

Modes

Mode	Endpoint	Description
Single	`POST /ask/:provider`	Ask one model
Parallel	`POST /consilium`	All 5 answer, no debate
Deep	`POST /consilium/deep`	2-5 rounds of debate
Stream	`POST /consilium/deep/stream`	Real-time SSE updates
Synthesis	`POST /synthesize`	Claude generates final verdict

Web UI

A single-page app with real-time streaming, session history, and color-coded responses per model. Access is restricted to authorized users.

Storage

SQLite for persistent session history
In-memory cache of last 50 sessions for fast retrieval