# Rotalabs Documentation

AI Trust Infrastructure - Open source tools for building trustworthy AI systems.

## Package Documentation

### Steering & Control

| Package | Description | Docs | PyPI |
|---------|-------------|------|------|
| **rotalabs-steer** | Activation steering for LLM behavior control | [Docs](https://rotalabs.github.io/rotalabs-steer/) | [PyPI](https://pypi.org/project/rotalabs-steer/) |

### Safety & Testing

| Package | Description | Docs | PyPI |
|---------|-------------|------|------|
| **rotalabs-probe** | Sandbagging detection via activation probes | [Docs](https://rotalabs.github.io/rotalabs-probe/) | [PyPI](https://pypi.org/project/rotalabs-probe/) |
| **rotalabs-redqueen** | Evolutionary adversarial testing framework | [Docs](https://rotalabs.github.io/rotalabs-redqueen/) | [PyPI](https://pypi.org/project/rotalabs-redqueen/) |

### Verification & Evaluation

| Package | Description | Docs | PyPI |
|---------|-------------|------|------|
| **rotalabs-verity** | Neuro-symbolic verified code synthesis with Z3 | [Docs](https://rotalabs.github.io/rotalabs-verity/) | [PyPI](https://pypi.org/project/rotalabs-verity/) |
| **rotalabs-eval** | Comprehensive LLM evaluation with statistical rigor | [Docs](https://rotalabs.github.io/rotalabs-eval/) | [PyPI](https://pypi.org/project/rotalabs-eval/) |

### Infrastructure

| Package | Description | Docs | PyPI |
|---------|-------------|------|------|
| **rotalabs-cascade** | Configuration-driven multi-stage decision routing | [Docs](https://rotalabs.github.io/rotalabs-cascade/) | [PyPI](https://pypi.org/project/rotalabs-cascade/) |
| **rotalabs-fieldmem** | Field-theoretic memory with PDE-based diffusion | [Docs](https://rotalabs.github.io/rotalabs-fieldmem/) | [PyPI](https://pypi.org/project/rotalabs-fieldmem/) |
| **rotalabs-graph** | GNN-based trust propagation for AI systems | [Docs](https://rotalabs.github.io/rotalabs-graph/) | [PyPI](https://pypi.org/project/rotalabs-graph/) |
| **rotalabs-accel** | High-performance inference with Triton kernels | [Docs](https://rotalabs.github.io/rotalabs-accel/) | [PyPI](https://pypi.org/project/rotalabs-accel/) |

### Compliance & Audit

| Package | Description | Docs | PyPI |
|---------|-------------|------|------|
| **rotalabs-comply** | AI compliance and audit logging infrastructure | [Docs](https://rotalabs.github.io/rotalabs-comply/) | [PyPI](https://pypi.org/project/rotalabs-comply/) |
| **rotalabs-audit** | Reasoning chain capture and decision transparency | [Docs](https://rotalabs.github.io/rotalabs-audit/) | [PyPI](https://pypi.org/project/rotalabs-audit/) |

## Quick Install

```bash
# Install any package
pip install rotalabs-steer
pip install rotalabs-verity
# ... etc

# Or install with optional dependencies
pip install rotalabs-steer[langchain,viz]
```

## License

All packages are licensed under [AGPL-3.0](https://www.gnu.org/licenses/agpl-3.0.html).

For commercial licensing inquiries, contact [research@rotalabs.ai](mailto:research@rotalabs.ai).

## Links

- Website: [rotalabs.ai](https://rotalabs.ai)
- GitHub: [github.com/rotalabs](https://github.com/rotalabs)
- Contact: [research@rotalabs.ai](mailto:research@rotalabs.ai)
