What is Lilac?
Lilac is an innovative open-source tool designed to assist data and AI professionals in enhancing the quality of their datasets and AI models through meticulous data refinement.
How to use Lilac?
To begin using Lilac, install it via pip with the command pip install lilac. Once installed, users can navigate through its Python-based UI or command-line interface to perform tasks such as searching, quantifying, editing, and comparing data fields. Lilac's extensive functionality includes clustering, semantic and keyword searches, fuzzy-concept searches, and the detection of PII, duplicates, languages, and custom signals.