Ecosystem & Stack: milvus

A unified framework for building local, private, and secure enterprise RAG pipelines using small, specialized LLMs optimized for on-device and edge deployment.

A comprehensive, full-stack guide to Retrieval-Augmented Generation (RAG) technology, covering theory, practice, and engineering best practices for building LLM applications.

A modern, AI-native management tool for Milvus vector databases, offering multi-cluster management, data exploration, and AI-driven operations.

An interactive learning platform providing tutorials and demos to master Milvus for building AI applications with unstructured data.

An open-source platform leveraging LLMs and vector databases to enable deep research, intelligent Q&A, and comprehensive reporting on private enterprise data.