The Knowledge Organization

In an ideal state, it is the single source of truth that helps to inform every individual in the firm about what everyone else is up to. Information should be easy to add (input) as well as easy to search and find (output) resulting in quick knowledge transfer between different employees.

There's been an explosion of research articles in the last few months discussing how to use Knowledge Graphs in RAG systems. For good reasons! It turns out that building a knowledge graph of your data and using it in RAG gives you several powerful advantages. 1⃣ It gives you better answers to most if not ALL questions you might ask an LLM using ... See more