Comprehensive NLP Toolkit for Bangla

BNLP offers essential tools for natural language processing in Bengali, including tokenization, stemming, and lemmatization.

Easy Text Preprocessing

Simplify text processing tasks with intuitive API for sentence splitting, word tokenization, and stopword removal.

Named Entity Recognition

Identify and classify entities like names, locations, and organizations in Bengali text with built-in NER capabilities.

Part-of-Speech (POS) Tagging

Analyze and classify words in Bengali text by their grammatical roles.

Word Embedding Support

Utilize pretrained FastText embeddings for semantic analysis of Bengali language data.

Open-Source and Community-Driven

Benefit from active development and community contributions to improve Bengali language processing.