工作坊 / Workshop
司法院 LangChain 奇幻旅程系列課程：向量資料庫與 LangServe 篇
LangChain Journey for Judicial Yuan: Vector Databases and LangServe
Context
內容摘要
中文
這是我在司法院 LangChain 奇幻旅程系列課程中的向量資料庫與 LangServe 篇，課程期間為 2025/10/07 到 2025/10/09。這是針對特定單位的進階技術訓練，主軸是把 LangChain 應用從原型推進到可服務化的架構。
課程內容包含向量資料庫與 RAG 原理、Qdrant Cloud 申請、Qdrant Python SDK、Qdrant 與 LangChain 整合、FastAPI、LangServe、Agent 服務化、容器化與部署上雲。
English
This was the vector database and LangServe module of my LangChain Journey training for the Judicial Yuan, delivered from 2025-10-07 to 2025-10-09. It was an advanced technical training program focused on moving LangChain applications from prototypes toward service-ready architectures.
The module covered vector database and RAG fundamentals, Qdrant Cloud setup, Qdrant Python SDK usage, Qdrant integration with LangChain, FastAPI, LangServe, serving agents, containerization, and cloud deployment.
Details