Domain-specific intelligent Q&A engine
BeanBook's integrated AI assistant is a professional Q&A system optimized for the coffee sector. Its knowledge base contains more than 10,000 verified coffee expertise, covering the entire industry chain from cultivation to brewing. The system is designed with a hybrid architecture:
- Rule-Based Knowledge Graphs for Structured Problems
- Retrieval Augmented Generation (RAG) Model Answers Open Questions
- Real-Time Web Information Retrieval Responds to Time-Sensitive Needs
In practical application, the assistant can accurately answer specific questions such as "the best brewing temperature for Ethiopian Yega Sheffield", and also deal with complex inquiries such as "how to balance the acidity and mellowness of coffee". Tests show that the accuracy of answers to specialized questions reaches 92%, far exceeding the level of general-purpose AI assistant 65%.
The system also has a continuous learning capability that optimizes the quality of answers based on user feedback and remembers individual brewing preferences to provide personalized suggestions. This feature has become one of the most important learning tools for novice users.
This answer comes from the articleBeanBook: an AI-powered coffee tracking and logging toolThe
