reporting with great-expectations

[davidberenstein1957]

Relates to

• feat: automaticaly create report for Argilla datasets using a things like great expectations or datapane argilla#2066
• feat: include confusionmatrix to metrics argilla#2056
• feat: include descriptive statistic metrics to Python client like pandas.describe and textdescriptives argilla#2044

Ideally, we would like to get a report with some default metrics for dataset info over time, based on:

• prediction metrics
• annotation metrics
• text statistics/descriptives

MVP

from argilla_plugins.reporting import rg_great_expectations

rg_great_expectations(name="dataset", email="test@email.com", interval=x)+
rg_great_expectations.start()

STRETCH
variables like query and sample might be included