The library provides implementations of multiple text representation models including Word2Vec, RankBM25, BERT-based sentence encoders, and CoSENT for semantic similarity. It supports multi-GPU inference and includes a CLI tool for batch text vectorization. The project also publishes pre-trained Chinese matching models on HuggingFace and enables training of FlagEmbedding models.