The project builds a generative dialogue QA framework using a large-scale pre-trained Chinese language model (YUAN-1.0), semantic recognition, and intent detection. The system runs as a 24/7 WeChat chatbot via the wechaty framework, enabling end-to-end conversational interaction for anti-fraud scenarios. The modular architecture supports swapping in other dialogue model backends such as ChatGPT or ERNIE.