# 🚀 TOXO Package Public Deployment Guide

This guide walks you through deploying the TOXO Python package to make it publicly available for installation via `pip install toxo`.

## 📋 Prerequisites

- Git repository (✅ Done)
- GitHub account
- PyPI account (Python Package Index)
- TestPyPI account (for testing)

## 🎯 Deployment Options

### Option 1: PyPI (Recommended for Production)
- **URL**: https://pypi.org/
- **Installation**: `pip install toxo`
- **Audience**: Public users
- **Requirements**: PyPI account + verification

### Option 2: TestPyPI (For Testing)
- **URL**: https://test.pypi.org/
- **Installation**: `pip install -i https://test.pypi.org/simple/ toxo`
- **Audience**: Testing only
- **Requirements**: TestPyPI account

### Option 3: GitHub Packages (Alternative)
- **URL**: https://github.com/features/packages
- **Installation**: `pip install git+https://github.com/username/toxo-python.git`
- **Audience**: Public users
- **Requirements**: GitHub account

## 🚀 Step-by-Step Deployment

### Step 1: Create GitHub Repository

1. Go to https://github.com/new
2. Repository name: `toxo-python` (or `toxo-package`)
3. Description: "TOXO - No-Code LLM Training Platform Python Package"
4. Make it **Public**
5. Don't initialize with README (we already have one)
6. Click "Create repository"

### Step 2: Push to GitHub

```bash
# Add GitHub remote (replace with your actual repo URL)
git remote add origin https://github.com/YOUR_USERNAME/toxo-python.git

# Push to GitHub
git branch -M main
git push -u origin main
```

### Step 3: Create PyPI Account

1. Go to https://pypi.org/account/register/
2. Create account with:
   - Username: `toxotune` (or your preferred name)
   - Email: Your business email
   - Password: Strong password
3. Verify email address

### Step 4: Create TestPyPI Account (Optional but Recommended)

1. Go to https://test.pypi.org/account/register/
2. Use same credentials as PyPI
3. Verify email address

### Step 5: Install Publishing Tools

```bash
pip install twine
pip install build
```

### Step 6: Test on TestPyPI First

```bash
# Build the package
python -m build

# Upload to TestPyPI
python -m twine upload --repository testpypi dist/*

# Test installation from TestPyPI
pip install -i https://test.pypi.org/simple/ toxo
```

### Step 7: Upload to Production PyPI

```bash
# Upload to production PyPI
python -m twine upload dist/*
```

## 🎉 Success! Users Can Now Install

Once uploaded, anyone can install your package:

```bash
pip install toxo
```

And use it:

```python
from toxo import ToxoLayer
layer = ToxoLayer.load("model.toxo")
response = layer.query("question")
```

## 📊 Package Statistics

After deployment, you can track:
- **Downloads**: PyPI provides download statistics
- **GitHub Stars**: Repository popularity
- **Issues**: User feedback and bug reports
- **Forks**: Community contributions

## 🔄 Updating the Package

For future updates:

1. Update version in `setup.py` and `pyproject.toml`
2. Update `CHANGELOG.md` (create this file)
3. Commit changes: `git commit -m "v1.0.1: Bug fixes"`
4. Tag version: `git tag v1.0.1`
5. Push: `git push origin main --tags`
6. Rebuild: `python -m build`
7. Upload: `python -m twine upload dist/*`

## 🛡️ Security Considerations

- **API Keys**: Never commit API keys to Git
- **Secrets**: Use environment variables
- **Dependencies**: Keep dependencies up to date
- **Signing**: Consider code signing for production

## 📈 Marketing Your Package

1. **GitHub README**: Comprehensive documentation
2. **PyPI Description**: Clear, compelling description
3. **Documentation Site**: Create docs.toxotune.com
4. **Social Media**: Announce on Twitter/LinkedIn
5. **Community**: Share in Python communities

## 🎯 Next Steps

1. **Create GitHub repository** (5 minutes)
2. **Push code** (2 minutes)
3. **Create PyPI account** (5 minutes)
4. **Upload package** (10 minutes)
5. **Test installation** (5 minutes)
6. **Announce publicly** (ongoing)

## 📞 Support

- **Documentation**: README.md
- **Issues**: GitHub Issues
- **Email**: support@toxotune.com
- **Website**: https://toxotune.com

---

**Total Time to Deploy: ~30 minutes** ⏱️

Your TOXO package will be publicly available and anyone can install it with `pip install toxo`! 🎉
