knowledge graph

A rising tide lifts all boats, and the recent advances in LLMs are no exception. In this blog post, we will explore how Knowledge Graphs can benefit from LLMs, and vice versa. In particular, Knowledge Graphs can ground LLMs with facts using Graph RAG, which can be cheaper than Vector RAG. We'll look at a 10-line code example in LlamaIndex and see how easy it is to start. LLMs can help build automated KGs, which have been a bottleneck in the past. Graphs can provide your Domain Experts with an interface to supervise your…

Generative AI, with Large Language Models (LLMs) proved a powerful catalyst by pacing up the race of Artificial Intelligence across industries by enabling systems process, understand, generate, and manipulate human language in a way that was previously thought to be beyond the reach of machines.One amazing business application of Gen-AI in real-world enterprises applications is the customer engagement through generating personalized content that could effectively target customer, impress them and ultimately driving more…

Is a generative AI preamble necessary for a newsletter focused on Knowledge Graphs, Graph Databases, Graph Analytics, and Graph AI? Normally, it should not be. However, the influence of generative AI on the items included in this issue was overwhelming. There is a simple explanation for that. It's been a year since Generative AI burst into the mainstream with the release of ChatGPT. Notwithstanding a rather spotty record both in terms of technical performance and accuracy as well as in terms of business reliability,…

In the era of information overload, sifting through vast amounts of data to provide accurate search results in an engaging and comprehensible manner has become an uphill battle. Traditional search enhancement techniques often fall short when it comes to complex queries and the high demand brought by cutting-edge technologies like ChatGPT. This is where Graph Retrieval-Augmented Generation (RAG) steps in. Graph RAG technique is based on knowledge graphs. It combines knowledge graphs with large language models (LLMs) to…

New Types of Graphs, and a New Era for the Year of the Graph Newsletter The Year of the Graph Newsletter, keeping track of all things Graph year over year, is back after a long hiatus. Read on to learn more about how the evolution of the newsletter follows the evolution of the domain and how to be involved, as well as industry news and analysis hot off the press: The evolution of graph and the Year of the Graph Newsletter Knowledge graphs are in conversational mode Graph database growth going strong through the…

GPT fascinates. I was keen to evaluate my fascination firsthand. This is an extension of some custom code I had written to convert natural language into a "meaningful" representation in a graph but with relatively simple text, which was about the use of natural plants for the treatment of common ailments. To set some context, I did my share of nltk/ NLP learning when I labored and converted the contents of a book to a graph took more than a few weekends and loads of stackoverflow/d3.js threads to fix my errors and clean…

Google is reportedly rolling out a new feature that will allow car dealerships to add their vehicle inventory directly to search listings via Google My Business in the US.Although the feature is still in beta, it appears to be available to "any" US-based vehicle dealer, including those that sell motorcycles, recreational vehicles (RVs) or anything else with a vehicle identification number (VIN), reports 9To5Google.Moreover, this feature will allow customers to browse a dealer's inventory without leaving Google Search.Read…