Release 0.7.0

Baselinr v0.7.0 Release Notes

New Features

• AI Chat Assistant: Interactive conversational CLI for data quality analysis and troubleshooting
• Smart Column Check Recommendations: Automatic column-level data quality check suggestions based on metadata, statistical properties, and naming patterns
• Column Recommendation Engine: Intelligent analysis that suggests appropriate checks (freshness, completeness, uniqueness, format validation) for columns
• Chat Command: New baselinr chat command for interactive data quality assistance
• Column Analysis Integration: Extended baselinr recommend command with --columns flag for column-level recommendations

Improvements

• Recommendation System: Enhanced smart selection with column-level intelligence
• CLI Enhancements: Added --explain, --apply, and --dry-run flags to recommend command for better recommendation management
• Configuration Generation: Automatic generation of column check configurations with confidence scores and signal explanations

Maintenance

• Code Quality: Linting and formatting improvements
• Test Coverage: Enhanced test coverage for new chat and column recommendation features