bootcamp

Why we included this project

Bootcamp collects working examples for Milvus, the open-source vector database. Where the docs give you concepts, these runnable Jupyter notebooks and demos show the workloads people actually build: reverse image search, question answering, RAG pipelines, hybrid and full-text search, and even molecular retrieval for drug discovery. The code is meant to be adapted to your own data, so it doubles as a reference when you are designing an embedding-based feature or need a known-good starting point for a Milvus proof of concept. A few tutorials also cover evaluation and optimization methods, which helps you measure retrieval quality before you commit to an architecture. If you are still comparing vector databases, this gives you a concrete feel for what a typical search application looks like in practice.