Product Information
What is Lilac?
DingXiang is an open-source tool designed to enhance product data and assist data and AI practitioners by improving data quality.
How to use Lilac?
To use Lilac, you can install it via `pip install lilac`. Once installed, you can search, quantify, edit, and compare data fields using either the Python interface or the command-line interface. Lilac also offers features like clustering, semantic and keyword searches, fuzzy concept searches, and detecting PII, duplicates, languages, or custom signals.
Core Functions of Lilac
Search, quantify, and edit data for LLMs
AI clustering
Semantic and keyword search
Edit and compare fields
PII, duplicates, language detection, or custom signals
Fuzzy concept search with correction
Usage Scenarios of Lilac
- Data exploration and quality control
- Selecting the right data for the task
Common Questions about Lilac
How can Lilac help?
How to install Lilac?
What are the core features of Lilac?
