Jerry Liu, the creator of LlamaIndex, has developed an innovative AI Engineering tool that has gained significant attention. LlamaIndex is leading the way in the development of the RAG (Retrieval Augmented Generation) stack. The tool uses a tree-index structure to organize and summarize large amounts of text data, allowing users to query and retrieve information efficiently. Unlike traditional embedding-based techniques, LlamaIndex offers a more flexible and customizable solution. The tool has gained popularity within the open-source community, and its success has resulted in the creation of LlamaHub, a platform that facilitates easy data importation. Jerry suggests that learning to build RAG from scratch is valuable for AI engineers.
https://www.latent.space/p/llamaindex#details