kapynOpen Source

Educational_RAG_System — 面向教育场景的RAG智能问答系统,融合关键词匹配与语义检索双引擎,融合MySQL和RAG技术,先经过MySQL数据库的检索(还融合了Redis辅助储存和搜索),若无符合条件答案,则进入RAG系统,RAG知识库中的知识储存在Milvus向量数

Educational RAG System is a Python project enabling AI-powered Q&A for education. It combines keyword matching and semantic search with MySQL and RAG, using Milvus for its vector database and Redis for caching. This hybrid approach aims to provide comprehensive answers by first querying structured data and then falling back to a vector-based retrieval system.

GitHub·Jun 15, 2026

Opening Kapyn…