Instead of relying on RAG, Andrej Karpathy said that LLMs can manage indexing and summaries internally at smaller scales.

Government agencies often hit speed bumps when they try adopting data-driven decision models. Instead, they should use an AI-driven analytics system powered by a knowledge model to sort through data.

The new availability of huge amounts of data, along with the statistical tools to crunch these numbers, offers a whole new way of understanding the world. Correlation supersedes causation, and science ...

If you are interested in learning how to build knowledge graphs using artificial intelligence and specifically large language models (LLM). Johannes Jolkkonen has created a fantastic tutorial that ...

In recent years, knowledge graphs have become an important tool for organizing and accessing large volumes of enterprise data in diverse industries — from healthcare to industrial, to banking and ...

Modular Retrieval Augmented Generation (RAG) applications enhance accuracy and relevancy by assigning ownership to dedicated domain experts. Metadata should be leveraged to intelligently route queries ...

This past January heralded the 2024 World Economic Forum (WEF) meeting in Davos, Switzerland. If there was one unrelenting and ubiquitous theme that I noticed while attending the WEF meeting, it was ...