SNP is a Snips NLU based pipeline boosted by some custom components developped by Smartly.AI
Here is a changelog of our work on this pipeline

SNP 1.03

The first iteration of SNP is based on a the Snips NLU library which is particularly efficient in parsing user requests in natural language while keeping ressources and time consumptions low for training tasks/.

Below is a list of technologies involved in this pipeline as well as some links to learn more.

Component

Technology

Intent detection

Snips NLU

Custom entity extraction

Custom

System entity extraction

Rustling

Lemmatization

Custom

SNP 1.04

Added: Smartly.ai custom deterministic intent classifier

SNP 1.05 (in development)

Removed: Smartly.ai custom determinisitic intent classifier
Improved: Activation of the native determinisitic intent classifier
Improved: Larger language ressources for French
Improved: Moroccan arabic darija support
Improved: Data augmentation feature