Normalize Datasets

The Dataset Normalizer plugin is used to transform 'pandas-unfriendly' datasets (e.g., Excel files that do not follow a standard tabular structure) into a more suitable format for pandas. It is backed by an LLM that generates Python code to convert the original datasets into new ones.

In tablegpt-agent, this plugin is used to better format 'pandas-unfriendly' datasets, making them more understandable for the subsequent steps. This plugin is optional; if used, it serves as the very first step in the File Reading workflow, easing the difficulty of data analysis in the subsequent workflow.