Large language models can generate useful insights, but without a true reasoning layer, like a knowledge graph and graph-based retrieval, they’re flying blind.

Question Answering (QA) is the method of automatically answering a question asked by human in natural language using either a pre-structured database or a collection of documents. It is a rising new ...

Government leaders, UN agencies, development agencies, the private sector, and civil society organizations came together for the historic launch of “OneRegistry.”Speaking at the program’s launch, ...

TL;DR Key Takeaways : GraphRAG uses knowledge graphs instead of traditional vector databases, allowing deeper insights and relationships within datasets through structured data representation.

Both graph databases and knowledge graphs “have similarities but serve different purposes,” said Shalvi Singh, senior product manager at Amazon AI. “Graph databases serve as the underlying ...

Men have been shown to harbor more somatic mutations, particularly in pathways like chromatin modification and DNA repair, contributing to poorer clinical outcomes. To further investigate these ...