Discussed with @tt-asaigal that there are several confusing pieces about the current mesh graph descriptros: Need to rename "Board" to something like "physical resource descriptor" (or something sh ...

AI-driven automation is revolutionizing data engineering, enabling businesses to optimize, scale and enhance data ecosystems. Agentic mesh architecture can improve resilience and adaptability.

Learn how GraphRAG transforms unstructured text into structured data, revolutionizing AI retrieval with deeper insights and connections.

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 ...

Learn how large language models like ChatGPT make knowledge graph creation accessible, revealing hidden connections in your data.

ML- and NLP-based systems can dramatically reduce these rates by factoring context into their decisions. • Scalability: Rules-based systems require manual updates to remain relevant.

Key Advancements in AI-Powered NLP AI-powered NLP is changing how machines process human language. Recent progress is paving the way for smarter, faster, and more intuitive tools.

Understand the building blocks of knowledge graphs – entities, relationships and attributes – and how they relate to information retrieval.

In this study, we unveil an innovative framework for aspect-based sentiment analysis specifically designed for Urdu news headlines. Our approach uniquely combines the power of Graph Attention Networks ...

This new AMD GPU trick just made games 1.64x faster Using an Radeon RX 7900 XTX, AMD demonstrates how gaming performance can be up to 64% better with a new coding technique called mesh nodes.