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Continuous Alignment Testing Platform - LLM Observability and Testing Framework (Placeholder Package)

Project description

CAT Cafe - Continuous Alignment Testing Platform

Note: This is a placeholder package

This package reserves the cat-cafe name on PyPI for the upcoming Continuous Alignment Testing Platform - an LLM observability and testing framework.

About CAT Cafe

CAT (Continuous Alignment Testing) is a comprehensive platform for monitoring, measuring, and analyzing the performance of LLM systems via distributed tracing. The platform consists of:

  • Python FastAPI backend for trace processing and analysis
  • React frontend for visualization and interaction
  • OpenTelemetry integration for distributed tracing
  • Dataset management for test case organization
  • Experiment tracking for evaluation workflows

Current Status

🚧 Under Development - The full implementation is currently being developed.

Repository

The source code and development progress can be found at: https://github.com/thisisartium/cat-cafe

Installation (Placeholder)

pip install cat-cafe

This will install the placeholder package. The full functionality will be available in future releases.

Usage (Placeholder)

import cat_cafe

# Get information about the placeholder
info = cat_cafe.placeholder_info()
print(info)

Coming Soon

  • Full LLM observability platform
  • Trace analysis and visualization
  • Dataset management APIs
  • Experiment tracking capabilities
  • Integration with popular LLM frameworks

License

Apache-2.0

Contact

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