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Immutable audit trails for AI decisions

Project description

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 Python 3.8+

🚀 Quick Start

pip install quietstack-sdk
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

🆓 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 →

🛠️ 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

📄 License

MIT License - see LICENSE file.


Made with ❤️ by QuietStack

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