This repository provides multiple approaches for building Chinese retrieval-based chatbots, ranging from classical methods like tf-idf and LSA to deep learning models including CNN and Transformer architectures. It implements semantic similarity matching between questions to retrieve appropriate answers from a FAQ corpus. The project serves as an educational resource demonstrating progression from basic feature matching to BERT-based models for question answering.