semvec/pypi-packages huggingface dataset:
quietstack 0.1.1
Immutable audit trails for AI decisions
License: MIT
Requires Python: >=3.8
Keywords: ai, audit, blockchain, compliance, governance

# QuietStack SDK

**Immutable audit trails for AI decisions**

Add blockchain-based audit logging to any AI model with just 2 lines of code.

[![PyPI version](https://badge.fury.io/py/quietstack-sdk.svg)](https://badge.fury.io/py/quietstack-sdk)
[![Python 3.8+](https://img.shields.io/badge/python-3.8+-blue.svg)](https://www.python.org/downloads/)

## 🚀 Quick Start

```bash
pip install quietstack-sdk
```

```python
from quietstack import wrap_model
import openai

# Wrap your existing AI client
openai_client = openai.OpenAI(api_key="sk-...")
audited_openai = wrap_model(
    openai_client,
    quietstack_api_key="qa_live_..."  # Get free API key at quietstack.com
)

# Same API, automatic blockchain audit trails
response = audited_openai.chat.completions.create(
    model="gpt-4",
    messages=[{"role": "user", "content": "Approve this loan"}]
)

# Every AI decision is now immutably logged on blockchain! 🎉
```

## ✨ Features

- **🔗 Blockchain Immutability** - Tamper-proof audit trails
- **🔄 Zero Code Changes** - Drop-in replacement for existing AI clients
- **🌐 Multi-Provider Support** - OpenAI, Anthropic, and more
- **⚡ Async/Await Ready** - Non-blocking audit logging
- **📊 Rich Metadata** - Token usage, response times, user context
- **🔐 Enterprise Ready** - SOC2, GDPR compliant

## 🏢 Perfect For

- **Financial Services** - Loan approvals, risk assessments
- **Healthcare** - Diagnostic assistance, treatment recommendations  
- **Legal** - Contract analysis, compliance decisions
- **HR** - Resume screening, interview scoring
- **Any AI system requiring audit trails**

## 📚 Documentation

- **[Getting Started Guide](docs/getting-started.md)** - Installation, setup, and quick start
- **[API Reference](docs/api-reference.md)** - Complete API documentation
- **[AI Models Guide](docs/ai-models.md)** - OpenAI & Anthropic integration
- **[Agents Guide](docs/agents.md)** - ADK & MCP agent logging
- **[ML Models Guide](docs/ml-models.md)** - Scikit-learn, TensorFlow, PyTorch
- **[Code Examples](docs/examples/)** - Practical code samples

## 🆓 Pricing

- **Free Tier**: 1,000 API calls/month
- **Pro**: $49/month for 50,000 calls  
- **Enterprise**: Custom pricing, unlimited calls

[Get your free API key →](https://quietstack.com)

## 🛠️ Supported AI Providers

| Provider | Status | Example |
|----------|---------|---------|
| OpenAI | ✅ Ready | `wrap_model(openai_client, ...)` |
| Anthropic | ✅ Ready | `wrap_model(anthropic_client, ...)` |
| Google | 🔄 Coming Soon | - |
| Azure OpenAI | 🔄 Coming Soon | - |

## 🤝 Support

- **Documentation**: [quietstack.ai/docs](https://quietstack.ai/docs)
- **Issues**: [GitHub Issues](https://github.com/quietstack/quietstack-sdk/issues)
- **Email**: hello@quietstack.ai
- **Community**: [Discord](https://discord.gg/quietstack)

## 📄 License

MIT License - see [LICENSE](LICENSE) file.

---

Made with ❤️ by [QuietStack](https://quietstack.com)