tablesage 0.0.4

A profiling tool for tabular data leveraging the powerful capabilities of LLMs, appropriate for data scientists.

TableSage

A profiling tool for tabular data leveraging the powerful capabilities of LLMs, appropriate for data scientists.

Features

• Table-related features: Table-related features of TableSage.
• Table-related features: Attribute-related features of TableSage. Dashed lines indicate optional arguments, but at least one should be provided.

Feature	Input	Output
Table Summarization	Table	Attribute
Table Type Annotation	Table	Attribute
Column Summarization	Table	Attribute
Column Type Annotation	Table	Attribute
Insights Acquisition	List of Official Attributes (Optional), List of Generated Attributes (Optional) (At least one)	List of Insights
Attributes Comparison	List of Official Attributes, List of Generated Attributes	List of Comparisons
Attributes Fusion	List of Official Attributes (Optional), List of Generated Attributes (Optional), List of Insights (Optional) (At least one)	Attribute

Quickstart

Installation

pip install tablesage

Usage

To Be Added

Acknowledgements

This work was partially funded by the EU Horizon Europe projects STELAR (GA. 101070122)