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# LLM Council - FREE Gemini Edition

Multi-agent AI deliberation system using Google's free Gemini API.
Based on [Andrej Karpathy's LLM Council](https://github.com/karpathy/llm-council).

Karpathy s LLM Council is amazing. Starborn wanted a) a version that runs in the browser. Forked from Github, uploaded to Colab
it did not run. After some debugging, it still did not run. 404 errors were likely caused by API Keys
So, Starborn decided to try a simplified version and several trials later, Gemini came up with a solution: let's run LLM Council using different Gemini models
And eventually, it ran.  This SPACE on HF replicates the Colab, Let's hope it runs here as well.  NOTE THE FREE GEMINI API WILL THROW A 403 Error *explained in the sameple output


## 🎉 Features
- ✅ Completely FREE (no credit card)
- ✅ Works in Google Colab
- ✅ Multiple Gemini models debate & collaborate
- ✅ Demonstrates AI co-evolution

## 🚀 Quick Start
1. Open notebook in Colab
2. Get free Gemini API key: https://aistudio.google.com/app/apikey
3. Run all cells
4. Watch AI models deliberate!

## 📚 Research Context
Created for W3C AI Knowledge Representation Community Group research on:
- Ontological commitment in AI systems
- Human-AI co-evolution
- Multi-agent knowledge synthesis

## 👥 Credits
- Original concept: Andrej Karpathy
- Gemini adaptation: Paola Di Maio & Claude (Anthropic)
- Research affiliation: Ronin Institute

## 📄 License
MIT (or whatever you prefer!)