Bay.Area.AI: Improving RAG with Knowledge Graph and Milvus, Jiang Chen, Zilliz

The talk covers the techniques of Knowledge Engineering that improve RAG quality and shows how to offline extract knowledge graph and implement a comprehensive retrieval method by storing and searching knowledge embeddings in Milvus.
Jiang Chen is the Head of Ecosystem and Developer Relations at Zilliz, the company behind the open-source vector database Milvus. He had previously served as a tech lead and product manager at Google, where he led the development of web-scale semantic understanding and search indexing that powers innovative search products such as short video search. He has years of industry experience handling massive unstructured data and multi-modal