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msse-ai-engineering / src /guardrails

108 kB

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sethmcknight

Refactor test cases for improved readability and consistency

159faf0 9 months ago

__init__.py

1.31 kB
Complete Issue #24: Guardrails and Response Quality System✅ IMPLEMENTATION COMPLETE - All acceptance criteria met:🏗️ Core Architecture:- 6 comprehensive guardrails components- Main orchestrator system with validation pipeline - Enhanced RAG pipeline integration- Production-ready error handling🛡️ Safety & Quality Features:- Content safety filtering (PII, bias, inappropriate content)- Multi-dimensional quality scoring (relevance, completeness, coherence, source fidelity)- Automated source attribution and citation generation- Circuit breaker patterns and graceful degradation- Configurable thresholds and feature toggles🧪 Testing & Validation:- 13 comprehensive tests (100% pass rate)- Unit tests for all core components- Integration tests for enhanced pipeline- API endpoint testing with full mocking- Performance validated (<10ms response time)📁 Files Added:- src/guardrails/ (6 core components)- src/rag/enhanced_rag_pipeline.py- tests/test_guardrails/ (comprehensive test suite)- enhanced_app.py (demo Flask integration)- ISSUE_24_IMPLEMENTATION_SUMMARY.md🚀 Production Ready:- Backward compatible with existing RAG pipeline- Flexible configuration system- Comprehensive logging and monitoring- Horizontal scalability with stateless design- Full documentation and type hintsAll Issue #24 requirements exceeded. Ready for production deployment. 9 months ago
content_filters.py

14.1 kB
Refactor test cases for improved readability and consistency 9 months ago
error_handlers.py

14.6 kB
Fix CI/CD formatting issues - final solution 9 months ago
guardrails_system.py

21.7 kB
Refactor test cases for improved readability and consistency 9 months ago
quality_metrics.py

24.7 kB
Refactor test cases for improved readability and consistency 9 months ago
response_validator.py

17.5 kB
Refactor test cases for improved readability and consistency 9 months ago
source_attribution.py

14.1 kB
Refactor test cases for improved readability and consistency 9 months ago