docs/README.md

Felix Framework Documentation Hub

Welcome to the Felix Framework documentation! This comprehensive guide will help you navigate all aspects of the helix-based multi-agent cognitive architecture.

Quick Links: 🚀 Try Live Demo | 📊 Project Summary | 💻 Deploy Your Own

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🚀 Getting Started

New to Felix?

Start here to understand and use Felix Framework:

• Project Summary - Executive overview, status, and achievements
• Live Demo - Try Felix in your browser (ZeroGPU)
• Research Foundation - Complete research journey and validation

Quick Start Options

Choose your preferred way to experience Felix:

1. 🌐 Browser Demo - HuggingFace Spaces (Zero setup required)
2. 💻 Local Development - Clone and run locally with Python 3.12+
3. 🚀 Deploy Your Own - Create your own HF Space with ZeroGPU

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📚 Documentation Sections

🌪️ HuggingFace Spaces Deployment

Complete documentation for deploying Felix on HuggingFace Spaces with ZeroGPU:

• 📖 Deployment Guide - START HERE - Complete step-by-step deployment
• ⚙️ Configuration Files - Requirements, secrets, metadata
  • SECRETS_MANAGEMENT.md - Secure token handling
  • requirements-hf.txt - HF-optimized dependencies
  • space_metadata.yaml - YAML frontmatter template
• 🔧 Troubleshooting - Problem-solving guides
  • ZEROGPU_HUGGINGFACE_INTEGRATION.md - ZeroGPU debugging
• 📊 Reports & Analysis - Performance analysis and optimization
  • INTEGRATION_TEST_REPORT.md - ZeroGPU testing results
  • FRONTEND_OPTIMIZATION_REPORT.md - Frontend performance
  • deployment_coordination_plan.md - Comprehensive strategy

🏗️ Architecture & Design

Understanding Felix's unique approach to multi-agent coordination:

• Core Concepts - Mathematical foundations
  • mathematical_model.md - Helix geometry and parametric equations
  • hypothesis_mathematics.md - Statistical validation frameworks
• Design Decisions - Architecture Decision Records (ADRs)
  • ADR-001-technology-stack.md - Technology choices
• Geometric Models - Visual and mathematical representations
  • thefelix.md - Original OpenSCAD prototype
  • the2ndplan.md - Evolution of the concept

📖 User Guides

Learn how to use Felix effectively for different scenarios:

• User Guide - Comprehensive usage documentation
• Development Guidelines - Contributing to Felix development
• LLM Integration (Legacy - now integrated into HF Spaces deployment)
  • Local LM Studio setup and configuration
  • Multi-model deployment strategies

🔬 Research & Validation

Scientific foundation and experimental validation:

• Research Log - Complete research journey with hypothesis testing
• Statistical Analysis - Comparison frameworks and validation tools
• Test Suite - 107+ comprehensive tests validating all components

📚 Reference Materials

Technical references and release information:

• Release Notes - Latest version improvements and features
• API Documentation - Complete source code with inline documentation
• Performance Benchmarks - Speed and efficiency comparisons

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🎯 Documentation by Use Case

For Researchers

• Project Summary - Research achievements and validation
• Mathematical Model - Formal geometric foundations
• Statistical Analysis - Hypothesis testing and validation frameworks
• Research Log - Complete experimental methodology

For Developers

• HF Spaces Deployment - Production deployment
• Development Guidelines - Code contribution workflow
• Architecture Documentation - Technical implementation details
• Test Suite - Comprehensive testing examples

For Users

• Live Demo - Try Felix now
• User Guide - How to use Felix effectively
• Troubleshooting - Common issues and solutions

For DevOps/Deployment

• Deployment Guide - Complete deployment instructions
• Configuration Management - Secrets and environment setup
• Performance Optimization - Optimization strategies and analysis

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🚀 Quick Actions

Try Felix Right Now

• 🌐 Live Demo - Interactive helix-based multi-agent coordination
• 📱 Mobile Demo - Responsive design works on all devices

Deploy Felix

• 🚀 One-Click Deploy - Duplicate to your HF account
• 📖 Manual Setup - Step-by-step deployment guide

Local Development

# Quick setup
git clone https://github.com/jkbennitt/thefelix.git
cd thefelix
python3 -m venv venv && source venv/bin/activate
pip install -r requirements.txt

# Validate installation
python tests/validation/validate_felix_framework.py

# Run interactive demo
python examples/blog_writer.py "Your topic here"

Explore the Research

• 📊 Research Summary - Key findings and validation results
• 📈 Performance Analysis - Efficiency comparisons and optimizations
• 🔬 Mathematical Foundation - Geometric model details

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🤝 Contributing

Felix Framework welcomes contributions! Whether you're interested in:

• 🔬 Research Extensions - New hypotheses and validation studies
• 🏗️ Architecture Improvements - Performance optimizations and features
• 📚 Documentation - Tutorials, guides, and examples
• 🐛 Bug Reports - Issues and improvement suggestions

See our Contributing Guidelines for detailed information.

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📞 Support & Community

• 📋 Issues - Bug reports and feature requests
• 📖 Documentation - This comprehensive documentation
• 🌐 Live Demo - Try before you deploy

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Felix Framework: Where geometry meets artificial intelligence 🌪️

Navigate to specific sections using the links above, or start with the Project Summary for a complete overview of achievements and capabilities.