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v0.2.2a2 Preview - Semantic operators improvements

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@D3f0 D3f0 released this 29 Jan 14:14
· 51 commits to main since this 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/right to target/source for 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