The AI is made to read the documents to extract "entities" such as people, organizations, and events, and the "relationships" ...
When I hear that someone has introduced RAG, it doesn't really click. People often say that the accuracy isn't as high as ...
While Retrieval-Augmented Generation (RAG) improves the accuracy and relevance of AI output by grounding responses in structured knowledge, it still treats that knowledge largely as disconnected ...
A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Microsoft is making publicly available a new technology called GraphRAG, which enables chatbots and answer engines to connect the dots across an entire dataset, outperforming standard ...
Because of its enhanced accuracy, organizations increasingly turn to retrieval-augmented generation for reliable generative AI deployment. However, RAG doesn't completely eliminate hallucinations. One ...
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Getting enterprise data into large language models (LLMs) is a critical ...
Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Lily Mara explains how to avoid high-risk ...
Researchers at the University of Naples Federico II have built a hybrid AI system that combines ontology-driven knowledge graphs with large language models, boosting answer correctness by 79 percent ...
A worker stands near a Trainium3 UltraServer at an Amazon Web Services QA lab in Austin, Texas, on February 3, 2026. Tech titan Amazon is working to step out of Nvidia's shadow with custom "Trainium" ...
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