# {LIBRARY_NAME}

**{ONE_LINE_DESCRIPTION_OF_LIBRARY}**

{BRIEF_DESCRIPTION_WITH_USE_CASES}

[![Version](https://img.shields.io/pypi/v/{PACKAGE_NAME})](https://pypi.org/project/{PACKAGE_NAME}/)
[![License](https://img.shields.io/pypi/l/{PACKAGE_NAME})](https://opensource.org/licenses/{LICENSE})
[![Python](https://img.shields.io/pypi/pyversions/{PACKAGE_NAME})](https://pypi.org/project/{PACKAGE_NAME}/)

## Installation

```bash
# From PyPI
pip install {PACKAGE_NAME}

# Development installation
git clone {REPO_URL}
cd {PACKAGE_NAME}
pip install -e .
```

## Quick Start

```python
# Basic usage example
from {PACKAGE_NAME} import {MAIN_CLASS}

# {SIMPLE_EXAMPLE}
{CODE_EXAMPLE}
```

## API Reference

### `{MAIN_CLASS}`

{CLASS_DESCRIPTION}

**Parameters:**
- `{PARAM_1}` ({TYPE}): {DESCRIPTION}
- `{PARAM_2}` ({TYPE}, optional): {DESCRIPTION}. Default: `{DEFAULT}`

**Methods:**

#### `{METHOD_NAME}({PARAMS})`
{METHOD_DESCRIPTION}

**Returns:** `{RETURN_TYPE}` - {RETURN_DESCRIPTION}

**Example:**
```python
{METHOD_EXAMPLE}
```

## Usage Examples

### Basic Usage
```python
# {BASIC_EXAMPLE_DESCRIPTION}
{BASIC_CODE_EXAMPLE}
```

### Advanced Usage
```python
# {ADVANCED_EXAMPLE_DESCRIPTION}
{ADVANCED_CODE_EXAMPLE}
```

### Integration Examples

#### With {POPULAR_FRAMEWORK_1}
```python
# {INTEGRATION_EXAMPLE_1}
{INTEGRATION_CODE_1}
```

#### With {POPULAR_FRAMEWORK_2}
```python
# {INTEGRATION_EXAMPLE_2}
{INTEGRATION_CODE_2}
```

## Version Compatibility

| {LIBRARY_NAME} Version | Python | {DEPENDENCY_1} | {DEPENDENCY_2} |
|------------------------|---------|----------------|----------------|
| 2.x                    | 3.9+    | 2.0+           | 1.5+           |
| 1.x                    | 3.8+    | 1.0+           | 1.0+           |

## Migration Guide

### From v1.x to v2.x

{MIGRATION_INSTRUCTIONS}

```python
# Old way (v1.x)
{OLD_CODE_EXAMPLE}

# New way (v2.x)
{NEW_CODE_EXAMPLE}
```

## Development

```bash
# Setup development environment
git clone {REPO_URL}
cd {PACKAGE_NAME}
pip install -e ".[dev]"

# Run tests
pytest

# Run tests with coverage
pytest --cov={PACKAGE_NAME} --cov-report=html

# Type checking
mypy {PACKAGE_NAME}

# Linting
ruff check {PACKAGE_NAME}
```

## Performance

{PERFORMANCE_CHARACTERISTICS}

## Getting Help

- **📚 API Documentation**: [Full API docs]({DOCS_URL})
- **🐛 Issues**: [Report bugs or request features]({ISSUES_URL})
- **💡 Examples**: [More examples]({EXAMPLES_URL})
- **🗣️ Discussions**: [Community Q&A]({DISCUSSIONS_URL})

## Contributing

We welcome contributions! Please see [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.

- **Bug Reports**: Use the issue tracker with bug template
- **Feature Requests**: Use the issue tracker with feature template
- **Pull Requests**: Follow the contribution guidelines

## Changelog

See [CHANGELOG.md](CHANGELOG.md) for detailed release notes.

## License

{LICENSE_STATEMENT}

---

*High-performance {LIBRARY_TYPE} for {USE_CASE}*