# PyPI Distribution Guide for AgentsIQ

## 📦 Complete Package Structure

AgentsIQ is now ready for PyPI distribution with the following structure:

```
AgentsIQ/
├── agentsiq/                    # Main package
│   ├── __init__.py             # Package initialization
│   ├── router.py               # Core routing logic
│   ├── agent.py                # Agent class
│   ├── collab.py               # Collaboration framework
│   ├── router_manager.py       # Router management
│   ├── config_loader.py        # Configuration loading
│   ├── decision_store.py       # Decision logging
│   ├── dashboard.py            # Web dashboard
│   ├── agentops.py             # AgentOps integration
│   ├── agentops_metrics.py     # Metrics collection
│   └── obs.py                  # Observability
├── examples/                   # Example scripts
│   ├── __init__.py
│   ├── benchmark.py
│   ├── serve_and_demo.py
│   └── run_demo.py
├── tests/                      # Test suite
│   ├── __init__.py
│   └── test_router.py
├── docs/                       # Documentation
│   ├── architecture.md
│   ├── architecture_diagram.md
│   └── pypi_distribution.md
├── .github/workflows/          # CI/CD
│   ├── publish.yml
│   └── test.yml
├── setup.py                    # Setup script
├── pyproject.toml              # Modern Python packaging
├── MANIFEST.in                 # Package data inclusion
├── requirements.txt            # Dependencies
├── README.md                   # Main documentation
├── LICENSE                     # MIT License
├── CHANGELOG.md                # Version history
└── config.yaml                 # Default configuration
```

## 🚀 Distribution Steps

### 1. **Prepare for Distribution**

```bash
# Install build tools
pip install build twine

# Clean previous builds
rm -rf dist/ build/ *.egg-info/

# Build the package
python -m build

# Check the package
twine check dist/*
```

### 2. **Test Locally**

```bash
# Install in development mode
pip install -e .

# Test the package
python -c "import agentsiq; print(agentsiq.__version__)"

# Run tests
pytest tests/

# Test CLI commands
agentsiq-benchmark --help
agentsiq-demo --help
```

### 3. **Upload to TestPyPI**

```bash
# Upload to TestPyPI first
twine upload --repository testpypi dist/*

# Test installation from TestPyPI
pip install --index-url https://test.pypi.org/simple/ agentsiq
```

### 4. **Upload to PyPI**

```bash
# Upload to PyPI
twine upload dist/*

# Verify installation
pip install agentsiq
```

## 🔧 Configuration for PyPI

### **setup.py** Features:
- ✅ Proper package metadata
- ✅ Python version requirements (3.8+)
- ✅ All dependencies listed
- ✅ Console scripts for CLI tools
- ✅ Development and documentation extras
- ✅ Package data inclusion

### **pyproject.toml** Features:
- ✅ Modern Python packaging standard
- ✅ Build system configuration
- ✅ Project metadata and classifiers
- ✅ Optional dependencies
- ✅ Tool configurations (black, myp, pytest)

### **MANIFEST.in** Features:
- ✅ Includes all necessary files
- ✅ Excludes development files
- ✅ Includes documentation and examples

## 📋 Pre-Release Checklist

### ✅ **Code Quality**
- [ ] All tests pass (`pytest tests/`)
- [ ] Code is linted (`flake8 .`)
- [ ] Type hints are correct (`mypy agentsiq/`)
- [ ] Documentation is complete

### ✅ **Package Structure**
- [ ] `__init__.py` files in all packages
- [ ] Proper imports and exports
- [ ] Console scripts work
- [ ] Package data is included

### ✅ **Documentation**
- [ ] README.md is comprehensive
- [ ] API documentation is complete
- [ ] Examples work correctly
- [ ] Architecture docs are clear

### ✅ **Testing**
- [ ] Unit tests cover core functionality
- [ ] Integration tests work
- [ ] Examples run without errors
- [ ] CLI commands work

### ✅ **Distribution**
- [ ] Version number is correct
- [ ] Dependencies are accurate
- [ ] Package builds successfully
- [ ] TestPyPI upload works

## 🎯 Post-Release Tasks

### 1. **Update Documentation**
- Update installation instructions
- Add PyPI badges to README
- Update example commands

### 2. **Monitor Usage**
- Check PyPI download statistics
- Monitor GitHub issues
- Track user feedback

### 3. **Maintain Package**
- Regular dependency updates
- Security vulnerability monitoring
- Performance improvements

## 🔄 Automated Publishing

The GitHub Actions workflow (`.github/workflows/publish.yml`) will automatically:
- Build the package on release
- Run tests
- Upload to PyPI
- Verify the upload

### **To Trigger Release:**
1. Update version in `setup.py` and `pyproject.toml`
2. Update `CHANGELOG.md`
3. Create a GitHub release
4. The workflow will automatically publish to PyPI

## 📊 Package Statistics

Once published, you can monitor:
- **PyPI Downloads**: https://pypi.org/project/agentsiq/
- **GitHub Stars**: Repository popularity
- **Issues/PRs**: Community engagement
- **Documentation Views**: Usage patterns

## 🎉 Success Metrics

- **Installation**: `pip install agentsiq` works seamlessly
- **Import**: `import agentsiq` works without errors
- **CLI**: `agentsiq-benchmark` and `agentsiq-demo` work
- **Documentation**: Clear and comprehensive
- **Community**: Active usage and contributions

## 🚀 Next Steps

1. **Test the package locally**
2. **Upload to TestPyPI**
3. **Verify installation and functionality**
4. **Upload to PyPI**
5. **Monitor and maintain**

AgentsIQ is now ready for PyPI distribution! 🎉
