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msse-ai-engineering / tests

134 kB

5 contributors

History: 29 commits

Seth McKnight

Comprehensive memory optimizations and embedding service updates (#74)

32e4125 about 2 months ago

test_embedding
Comprehensive memory optimizations and embedding service updates (#74) about 2 months ago
test_guardrails
style: Apply black formatting to linting fixes 2 months ago
test_ingestion
fix: apply formatting and linting fixes for CI/CD compliance 2 months ago
test_integration
Docs: Update changelog, README, and tests for search threshold fix 2 months ago
test_llm
fix: correct test import paths and LLM service test expectations 2 months ago
test_rag
Fix: Complete CI/CD formatting compliance 2 months ago
test_search
Comprehensive memory optimizations and embedding service updates (#74) about 2 months ago
test_vector_store
style: Fix code formatting and linting issues for CI/CD compliance 2 months ago
conftest.py

3.2 kB

Implement App Factory pattern with lazy loading and improve test isolation (#62) 2 months ago
test_app.py

5.32 kB

Comprehensive memory optimizations and embedding service updates (#74) about 2 months ago
test_chat_endpoint.py

14.8 kB

Implement App Factory pattern with lazy loading and improve test isolation (#62) 2 months ago
test_enhanced_app.py

3.76 kB

fix: resolve remaining E501 line length violations 2 months ago
test_enhanced_app_guardrails.py

6.73 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. 2 months ago
test_enhanced_chat_interface.py

4.81 kB

Enhance deployment pipeline and modern chat interface (#53) 2 months ago
test_phase2a_integration.py

4.75 kB

fix: resolve pytest naming conflict between test files and directories 2 months ago