v0.2.2a2 Preview - Semantic operators improvements
Pre-release
Pre-release
Changes
This alpha release includes significant improvements to the Agentics framework's type composition system and transduction capabilities.
Key Features
- Enhanced Type Composition: Renamed composition fields from
left/righttotarget/sourcefor better semantic clarity - New Abool Type: Added semantic type for boolean values with validation
- Improved Batch Processing: Transduction now chunks inputs for better memory management
- Better State Merging: Fixed Pydantic v2 compatibility with proper field filtering
- Enhanced Explanations: Improved LLM instructions for more meaningful semantic transductions
- New Dependencies: Added duckdb, pandas, and async-lru for improved data handling
Technical Improvements
- Chunked transduction prevents memory overload with large datasets
- Better error handling with meaningful validation messages
- Improved string representations for Transduce objects
- Pre-commit fixes applied
For detailed information, see PR #115