Metadata-Version: 2.2
Name: tablesage
Version: 0.0.2
Summary: A profiling tool for tabular data leveraging the powerful capabilities of LLMs, appropriate for data scientists.
Author-email: Alexandros Zeakis <azeakis@athenarc.gr>
Project-URL: Homepage, https://github.com/stelar-eu/TableSage
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: transformers==4.44.2
Requires-Dist: openai==1.57.4
Requires-Dist: torch==2.4.1
Requires-Dist: pandas==2.2.3

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

# Features

<p align="center">
  <img src="img/table_features.png" width="45%" alt="Table-related features">
  <img src="img/attribute_features.png" width="45%" alt="Attribute-related features">
</p>

- **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)
