RAG (Retrieval-Augmented Generation) chatbot – Enterprise internal Support AI Assistant. Answers support questions via REST API using hybrid retrieval (BM25 + vector search) over your knowledge base.

整套架构本来是给程序员写代码用的，意外地特别适合当业务系统的多智能体后端。今天就把整个流程分享给大家。 做 AI 多智能体业务后端，开源框架满地都是。LangChain、LangGraph、AutoGen、CrewAI 我都试过。 结果这次我用一个"写代码用的 CLI"反而搭得最快。

Recently, both at work and in my personal life, it has become standard to delegate various tasks to AI agents, starting with Claude Code. The next thing I wanted to do was have the AI properly ...

Cloud-Native Laboratory Information Management System，NYCU 雲原生課程學期專案。 本專案是一套以完整實驗室流程為核心的 LIMS ...