intent-mapper

name	intent-mapper
description	Intent classification and mapping for natural language commands. Uses unsloth/transformers for ML-based intent detection with ArangoDB storage.
triggers	["map intent","classify intent","intent mapping","intent detection"]
metadata	{"short-description":"ML intent classification and mapping"}
provides	["intent-mapper"]
composes	["task-monitor"]

Intent Mapper

Classifies natural language inputs into structured intents using fine-tuned models.

When to Use

• Mapping user utterances to skill actions
• Training or evaluating intent classifiers
• Building intent taxonomies

CLI

python main.py --name "query text"