Agentic AI Reference Architecture

Model Adaptation · Model asset

Language Identification Model

Model assetModel AdaptationModelsarc:LanguageIdentificationModel

A pretrained lightweight classifier that predicts the language of a text from character n-gram features.

Responsibility. Scores documents by language for the language identification filter.

Also known as: Language ID classifier

deployed onLanguage Identification Filter: deployed onLanguage Identification …
Direct neighbourhood (hover for relationship types)

Relationships

deployed on structural

Classification

Patterns
Character n-gram classification
Technologies
fastText
Quality attributes
Performance efficiency (ISO/IEC 25010)

Sources

  1. Ch7.5: T. Nguyen, "NeMo Curator, Riva Speech AI & Multimodal Integration," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 7.5. ISBN: 9798244538229.