Boosting Q&A Accuracy with GraphRAG Using PyG and Graph Databases

Boosting Q&A Accuracy with GraphRAG Using PyG and Graph Databases

Large language models (LLMs) often struggle with accuracy when handling domain-specific questions, especially those requiring multi-hop reasoning or access to proprietary data. While retrieval-augmented generation (RAG) can help, traditional vector search methods often fall short.  In this tutorial, we show you how to implement GraphRAG in combination with fine-tuned GNN+LLM models to achieve 2x accuracy … Read more

5 shows to watch if you like Your Friends and Neighbors

5 shows to watch if you like Your Friends and Neighbors

Table of Contents Table of Contents Mad Men (2007-2015) Dexter (2006-2013) Shrinking (2023-) Billions (2016-2023) The White Lotus (2021-) Your Friends and Neighbors represents Jon Hamm’s return to the brooding, troubled Don Draper character he played in Mad Men. That career-defining role led to plenty of others for the usually comedic actor, and his role … Read more

Deploying the NVIDIA AI Blueprint for Cost-Efficient LLM Routing

Deploying the NVIDIA AI Blueprint for Cost-Efficient LLM Routing

Since the release of ChatGPT in November 2022, the capabilities of large language models (LLMs) have surged, and the number of available models has grown exponentially. With this expansion, LLMs now vary widely in cost, performance, and specialization. For example, straightforward tasks like text summarization can be efficiently handled by smaller, general-purpose models. In contrast, … Read more

Drop Review: An almost-perfect thriller that’s fun and fast-paced

Drop Review: An almost-perfect thriller that’s fun and fast-paced

Drop Review: An almost-perfect thriller that’s fun and fast-paced “Fun, fast-paced, and loaded with great suspense, Drop is one of Blumhouse’s best to date.” Pros A smart, fast-paced thriller Loaded with twists and turns Excellent performance by Meghann Fahy Table of Contents Table of Contents Drop keeps you entertained with its multilayered suspense Drop is … Read more