Integrate Refined detectQueryIntent with Optimized Thresholds #200
Description
Description
Enhanced semantic query detection with refined thresholds:
- Semantic threshold: 0.4 (lowered from 0.6)
- Regex weight: 0.3 (reduced from 0.4)
- Pattern cap: 0.25 max per pattern
Implementation
Updated classification logic to prevent conceptual queries from wasting time on file searches while maintaining accurate literal query detection.
Test Results
Validated across 15 test cases with 100% accuracy:
- All conceptual queries correctly return guidance
- All literal queries properly pass through to search
- Edge cases handle correctly (mixed queries flagged appropriately)
Next Steps
- Production integration into RAG query pipeline
- End-to-end testing with ai/rag/query-open
- Monitor for edge cases in real usage