#!/usr/bin/env python3 """ Bengali Sentiment Analysis - Inference Example =============================================== Usage: python inference_example.py """ from transformers import pipeline MODEL = "OsamaBinLikhon/bengali-code-mix-sentiment" def analyze(text): """Analyze sentiment of Bengali/code-mixed text.""" classifier = pipeline("sentiment-analysis", model=MODEL) return classifier(text[:512])[0] if __name__ == "__main__": samples = [ "আজকের দিনটা খুবই ভালো গেছে!", "এই প্রোডাক্টটা একদম খারাপ", ] for text in samples: print(f"Text: {text}") print(f"Sentiment: {analyze(text)} ")