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MultiPromptify 2.0.3 – Specialized Augmenters, UI Improvements, and Advanced Variation Control
This release brings major enhancements to prompt variation capabilities:
New Specialized Augmenters:
format_structure – Semantic-preserving format variations (e.g., field order, separators, casing).
typos_and_noise – Injects typos, random casing, extra whitespace, and punctuation noise for robustness testing.
Advanced Control:
New max_variations_per_row parameter – Limit the number of variations per data row (instead of a global limit).
Consistent sampling of variations – Ensures the same subset of variations is selected for each row.
UI Improvements:
Updated Streamlit interface with a clear, concise 3-step workflow and improved step descriptions.
Documentation Updates:
New examples, detailed explanations for all variation types, and removal of redundant documentation.
Bug Fixes & Code Quality:
Improved few-shot logic, better CLI/API support, and updated tests.