Intelligent Tourism System Based on a BERT Model for the Cultural Relics Domain

To address the limitations of traditional BERT models and fine-tuned general-domain BERT models in semantic understanding within the cultural relics domain, this paper proposes an adapted BERT model specifically designed for this field. The study utilizes the fine-tuned WENWU-BERT semantic understanding model, integrates the Chroma vector database for knowledge retrieval, and employs the API interface of the DeepSeek intelligent Q&A system to infer and generate final answers. Experimental results demonstrate that the proposed WENWU-BERT model outperforms traditional BERT models in both semantic understanding accuracy and Q&A quality.