intentBox

Multiple intent extraction from a single utterance, framed as a segmentation problem

NOTE: this library is in alpha stage and the api can not yet be considered stable

About

• multiple intent engines may coexist
• different intent engines have different weights
• one utterance might contain multiple intents
• one utterance might trigger multiple intent engines
• one utterance might contain multiple intents from different intent engines
• one intent might trigger multiple intent engines
• one intent might require multiple intent engines (WIP)
• new intent engines can be pip installed (WIP)

Supported engines

engine	entity support	regex	auto-regex	method	weight	default
adapt	yes	yes	no	keyword tree	1.0	yes
palavreado	yes	yes	yes	keyword counting	0.8	no
nebulento	partial	no	no	fuzzy matching	0.7	yes
padaos	yes	no	yes	regex	1.0	no
padacioso	yes	no	yes	regex	0.9	yes
padatious	yes	no	yes	neural networks	0.8	no