A Dual-Mode AI Chatbot (RAG and SQL Agent) for a Microservice-based Supermarket System
Từ khóa:
Microservices, Spring Boot, Spring Cloud, ReactJS, React Native, Smart Retail, AI Chatbot, SQL Agent, RAGTóm tắt
In the current context of digital transformation and the modern retail industry, applying information technology to business management has become essential. This paper proposes a multi-platform smart supermarket sales system using a Microservices architecture. Each business domain is encapsulated in a separate service, communicating via HTTP REST, routed through an API Gateway, and using Eureka for service discovery. The system is built on Spring Boot 3.x, Spring Cloud 202x, and Spring Data JPA with MariaDB. It integrates Spring Security with JWT for authentication, OpenFeign for REST client communication, and AWS S3 for file storage. The system also features an intelligent AI chatbot assistant, developed with Python (FastAPI) and LangChain, which plays a key role. It communicates via WebSocket, leverages a dual-mode architecture (RAG and SQL Agent) to access real-time business data, and provides a highly personalized experience.
