from sentence_transformers import SentenceTransformer class Embedder: def __init__(self, model_name='all-MiniLM-L6-v2'): self.model = SentenceTransformer(model_name) def encode(self, texts, batch_size=32, show_progress_bar=False): return self.model.encode(texts, batch_size=batch_size, show_progress_bar=show_progress_bar)