The Excellence
Directory Platform Template

Milvus Lite is a lightweight, pip-installable variant of the Milvus vector database that runs as a library in notebooks or laptops, ideal for learning, experimentation, and rapid prototyping of AI and vector search applications.

tinyvector is a minimal vector database / ANN engine focused on simplicity and compact implementation for educational and small-scale similarity search uses.

Orama is a lightweight search engine that supports vector and hybrid search functionalities, suitable for browser, server, or edge environments.