redis-vector-store

基于 Spring Boot 3 + Spring AI 的医院生产级 AI 问诊后端：官方 ChatMemory + 自定义仓储（ShardingSphere-JDBC 16分表 + Redis 缓存、Protobuf 序列化），Spring AI RedisVectorStore 医疗 RAG（科室/患者标签过滤检索），Redisson 分布式锁与限流，SSE 流式问诊，权限校验、操作审计、Hutool 字段脱敏，Docker 容器化与 CI/CD

Spring boot Agent-based architecture. The project consists of multiple services working together using MCP (Model Control Protocol) to provide comprehensive solution. Redis as Vector Store.

🤖 That's a simple LLM semantic search that implements RAG concepts with help of LangChain and OpenAI API.

Spring AI 1.1.2 混合检索 RAG 实践项目，基于自定义 Advisor 链实现可插拔流水线。向量检索 + RediSearch 全文检索 + RRF 融合 + MultiQuery 扩展 + 会话记忆，后端存储 Redis Vector Store。

Spring AI demo project to experience RAG implementation with Redis vectorstore

An AI-powered ecommerce semantic search chatbot that retrieves products based on meaning and user intent instead of relying only on traditional keyword matching.