RAG

Below you will find pages that utilize the taxonomy term: “RAG”

Elevating Language Models: From Tree of Thought to Knowledge Graphs

image from /images/latent-space/prompt-engineering-tree-of-thought-and-graph-rag-a.png

This blog post discusses the Tree of Thought approach for improving large language models and its limitations, then introduces meta-learning as a potential solution. It further explores the advantages of integrating knowledge graphs, which offer a more structured and scalable way to handle complex relationships and continuously learn from new data, ultimately enhancing the reasoning capabilities of LLMs.