HuixiangDou is a professional knowledge assistant built on large language models for group chat environments. It processes technical queries by first preprocessing messages, then rejecting irrelevant ones, before generating responses using retrieval-augmented generation. The system integrates with platforms like WeChat and supports multimodal inputs including image retrieval. A successor version (HuixiangDou2) implements GraphRAG for specialized domain assistance.