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GenAI Graph Gathering 2.0: The Evolution of GraphRAG
Nov 18 5 mins read
Scaling laws may plateau, yet the promise of GenAI is undiminished. Engineers everywhere have been busy figuring out what works and how to make it useful. GraphRAG, a combination of knowledge graphs and retrieval-augmented generation (RAG), has evolved into a range of techniques, with a growing... read more
Using a Hybrid Technique to Detect Illicit Activities in Shell Companies
Nov 22, 2021 5 mins read
Editor's note: This presentation was given by Milind Tiwari at NODES 2021. Shell companies are entities with low or no physical presence and economic values, used for legal purposes, such as reverse merger, to facilitate in foreign operations, or even to hold real estate properties. However,... read more
This Week in Neo4j – Health Care & Life Sciences Workshop, Cloudflare Workers, Apache Hop, and More
Nov 20, 2021 6 mins read
Hello, everyone! It’s that time again to explore the latest news in this week's edition of This Week in Neo4j. This week, we feature the Neo4j Health Care & Life Sciences Workshop 2021, a two-day workshop with in-depth technical presentations from the healthcare and life... read more
From Law Enforcement to Graph Technology: An Unlikely Relationship
Nov 18, 2021 3 mins read
After spending 14 years in data technology and most recently working in law enforcement for Interpol out of Singapore, I was drawn (again) into the realm of connected data and decided to take the leap of "Graith" (Graph + Faith). So Why Did I Join Neo4j? It was a timely opportunity,... read more
From Graph to Knowledge Graph: Actioning vs. Decisioning Knowledge Graphs
Nov 17, 2021 4 mins read
Unleashing the power of knowledge is imperative for enterprises looking for a competitive edge. Everyone wants to capture knowledge, to connect everything that they know. However, turning data into knowledge is still very much an ongoing effort – though progress has been made, most data... read more
This Week in Neo4j – Big Announcements, Rugby Stats, Social Graphs, and Mergers & Acquisitions
Nov 13, 2021 6 mins read
Hello, everyone! It’s week two of four for my run publishing TWIN4J. Last week in the UK we enjoyed Bonfire Night, a night that I have found makes absolutely no sense outside of the UK. On 5 November 1605, a man named Guy Fawkes was arrested while guarding explosives beneath... read more
You Don’t Need a Crystal Ball When You Have Graph Data Science
Nov 12, 2021 3 mins read
Crystal balls, tarot cards, fortune tellers, Groundhog Day – all things used to make predictions. The problem is, they’re not very reliable. But you know what is reliable? Graph data science. Graph data science is a science-driven approach to gain knowledge from the relationships and... read more